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Learn HMI Programming of Schneider Electric's Vijeo Designer MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 39 lectures (6h 15m) | Size: 4.04 GB From Scratch to Advance level of hmi designing and programming on Vijeo Designer with making industrial projects. What you'll learn: How to program and design, one of the unique and advance level of Schneider electric HMI. Complete industrial level HMI programming for every project need. Requirements Excitement for leaning automation programming of HMI Creativity needed pc with windows os Description From basic to heavy industrial engineering projects hmi programming all needful components details explained. Schneider electric's software VIJEO DESIGNER is one of the leading brand's hmi programming and designing software and hardware. It cover also basic step like downloading and installation so you don't need to worry about downloading and installation. Whole software environment explain so you will learn every single tool , feature, and option. Most important tag creation also known as variable in fully detail explanation like BOOL,INTEGER,REAL,FLOAT,ASCII etc. Short tricks in the software programming also is covered so you will learn fast programming and smart programming of hmi. switch and buttons explains which is soul of any hmi program and designing. Hardware is also explain in real hmi so you will learn in real time programming too. In very easy language and HD video course so every thing is learning very fast. Meters and different bar graphs also explain which are so useful in dairy ,tank ,it cover tank filling and and run time graphs which explain the status of production and machine stage. All type of animation which include move ,rotate, invisible,blinking,filing,color change,size etc. Recipe explanation which is most important in any dairy automation or any other automation. user based level Security with password also you will learn in very interesting manner. Alarm making and pop-up also explains. Detail explanation of every features with available simulation tool which help a lot without need of hmi hardware you can learn online experience on real hmi. Who this course is for Every student who want to learn about HMI designing from basic level to advance OEM level. Who want to build a great career on new era of automation world. https://www.udemy.com/course/learn-hmi-programming-and-designing-of-schneider-electric/

Codecourse - Laravel Basics (2 hours 28 mins) MP4 | Video: AVC, 1920x1080 | Audio: AAC, 44,1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 22 Videos (2h28m)| Size: 2.81 GB Just starting out with Laravel? We've got you. This course takes you through the most used parts of the framework to get you up and running in no time. https://codecourse.com/courses/laravel-basics

Camera Bits Photo Mechanic 6.0 Build 5260 (x64) | 201 MB Photo Mechanic Is A Fast Media Browser That Helps You View, Organize, Manage, And Export Digital Photos. Photo Mechanic Is The Fastest, Most Useful Photo Browser Available Speed up your workflow with a tool that's logical in operation, intuitive in use, and as fast as possible. Ingest Streamline and speed up your copying process with Photo Mechanic's many options to manage your images. Ingest is the process of copying files from a memory card to your hard drive. Photo Mechanic supercharges this step by automating other tasks at the same time, making your life much easier. Start Editing Immediately Don't wait around. See the thumbnails of your images while they're being copied from your memory card. Cull, rate, and tag them as you go. Photo Mechanic is fast! Browse Files Faster Go from image to image quickly. Find your keepers faster. Bring only the files you want to keep into your post-processing workflow. Copy Files From Several Memory Cards Simultaneously Rename files and folders dynamically, add IPTC credit and keyword information, and make a mirrored backup folder - all in one step! Live Ingest If you are shooting tethered, bring in photos with all the features of Ingest on the fly. Edit Edit your photos in Photo Mechanic in a flash! View all of your images, identify your keepers, tag your alternates, and add crucial metadata and never slow down. Photo Mechanic helps you do it fast! Editing your photos can be a lot of work. Photo Mechanic makes the process of selecting, organizing and adding metadata to your images so much easier. Here are some of the key features that help you get things done more quickly and accurately. Contact Sheet The Contact Sheet is the heart of your workflow. See your image thumbnails, edit and organize quickly and efficiently. Photo Mechanic puts you in control. Move And Rename Files Efficiently Add capture time to filenames. Create dated folders on the fly. Copy files to multiple destinations at once. Photo Mechanic's file-management tools are incredibly powerful. View Photos At Full Size Zoom up to 800% to check for critical sharpness. Quickly toggle between viewing the JPEG preview or the Raw file. Variables Automatically add EXIF camera data to your images like focal length, serial number, or ISO to metadata fields like captions or keywords. Keywords Sometimes you need more than one keyword to describe (and find) an image. Photo Mechanic helps you add keywords in many ways. Structured Keyword lists allow you to add related keywords fast. Code Replacements Save time typing long complex text with Code Replacements. A few keystrokes can add entire sentences to your captions. GPS Coordinates Geotag your photos by easily applying your saved GPS tracking logs to your photos with Photo Mechanic. Batch Editing Work faster when you copy, delete, tag, watermark, rename, resize, and add IPTC metadata to lots of photos at once. Adjust Capture Dates And Times Take photos from multiple cameras and get them synchronized to the correct date and time. This is great for wedding photographers with second shooters. Pick The Best Of The Bunch View and compare images side by side, horizontally or vertically. Spot differences between images that are too subtle to see when viewing one at a time, or simply pick between two top choices. Export Easily export photos your way with Photo Mechanic. When you're done processing your images, you want to share them with clients, fans, and the world. See all the ways Photo Mechanic can speed that up for you. Get your photos where they need to be, fast. Create web galleries, print contact sheets, send photos to your clients via email. Upload your images directly to popular online services without having to save multiple copies. Create Galleries Show off your images by creating web galleries. Choose from a wide variety of dynamic, pre-made gallery templates to make your images pop! Send Files Fast Photo Mechanic works with your default e-mail app to send files as attachments. Perfect for getting images to clients fast. Archive Archive your images by burning them to CDs or DVDs straight from Photo Mechanic without having to go into Finder or Explorer. Upload To The Web Use Photo Mechanic to directly and quickly upload to sites like PhotoShelter, DF Studio, Amazon S3, ExposureManager, Flickr, Gallery 2, PhotoDeck, and SmugMug. Add watermarks and copyright info without saving separate images. https://www.camerabits.com

Ultimate AWS Certified Alexa Skill Builder Specialty 2020 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 51 lectures (6 hour, 2 mins) | Size: 2.04 GB Pass the AWS Certified Alexa Skill Builder Specialty Certification. Complete AWS Alexa Training What you'll learn Pass the AWS Certified Alexa Skill Builder Specialty Certification Alexa Skill Development Build an Alexa Skill Built-in & Custom Intents Slots & Entity Resolution Annotation Set & Evaluation Model Interfaces Alexa-Hosted Skil Custom-Hosted Skill Master Alexa Simulator Skill Distribution Understand Skill Certification Checklist Skill Analytics Sell Products on Alexa Account Linking Pre-built models Requirements No requirements Description Welcome! I'm here to help you prepare and PASS the AWS Certified Alexa Skill Builder Specialty exam. Beginners welcome: no need to know anything about Alexa! The AWS Certified Alexa Skill Builder Specialty certification is one of the most challenging and interesting exams. It's great at assessing how well you understand different aspects of Alexa, and also making sure you are making the best architectural decisions based on situations, which makes this certification incredibly valuable to have and pass as an Alexa Architect. I've passed it myself with a high score, and I want to help YOU pass the AWS Certified Alexa Skill Builder Specialty certification as well! This AWS Certified Alexa Skill Builder Specialty course is different than other courses in many ways: It covers in-depth all the new topics on the AWS Certified Alexa Skill Builder Specialty. It's packed with practical knowledge on how to use Alexa inside and out as an Alexa Developer & Architect. It teaches you how to prepare for the AWS Alexa exam AND how to prepare for the real world It's a logical progression of topics. All course slides available as downloadable PDF Additionally, here's what we'll learn to pass the AWS Certified Alexa Skill Builder Specialty exam: Invocation Name, Built-in Intents, Custom Intents, Slots & Entity Resolution, Dialog Delegation, Annotation Set & Evaluation Model, Intent History, Utterances Conflict, JSON Interaction Model, Endpoints, Permissions Interfaces: Audio Player Interface, Dialog Interface, Display Interface, Playback Controller Interface, Video App Interface Alexa-Hosted Skill, Import an Alexa-Hosted Skill, Personal AWS Resources with Alexa-Hosted Skill, Use AWS Tools to manage your Skill, Alexa Presentation Language, Custom Skill as an Lambda, Custom Skill as a HTTP Web Service, Request Types Alexa Simulator, Manual JSON, Voice & Tone - SSML Skill Store Details & availability - Alexa For Business - Beta Testing Certification checklist Analytics: Alexa Skill Metrics Purchase Products on Alexa: In-Skill Purchase - Amazon Pay Account Linking Concepts - User Experience for Account Linking - Different Grant Flows - App-to-App Account Linking Pre-built models Smart Home Skill - Cooking Skill - Education Skill - Entertainment Skill - Flash Briefing Skill - Meeting Skill - Music & Radio Skill - Networking & Wi-Fi Skill - Video Skills Who this course is for: Software Developers Cloud Engineers Cloud Architects Application Architects Alexa Developers Alexa Architects

Parsing Algorithms MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 22 lectures (4h 27m) | Size: 846.9 MB Theory and practice of syntactic analysis What you'll learn: Context-free grammars Abstract Syntax Trees Parser generators Build a full parser from scratch using parser generator Top-down LL parsers Bottom-up LR parsers Backtracking parsers Left-recursion and Left-factoring Predictive recursive descent parsers LL(1), LR(0), SLR(1), CLR(1), LALR(1) parsers Shift-reduce algorithm Syntax tool: language-agnostic parser generator Requirements Basic data structures and algorithms Trees, graphs, traversal Interest in programming languages Description Course overview Parsing or syntactic analysis is one of the first stages in designing and implementing a compiler. A well-designed syntax of your programming language is a big motivation why users would prefer and choose exactly your language. ---------------------------------------------------------- The problem with "parsers theory" in classic compiler schools and books is that this theory is often considered as "too advanced", going right into complicated formal descriptions from the Theory of Computation and formal grammars. As a result students may lose an interest in building a compiler already at parsing stage. The opposite problem often seen in describing a parser is a superficial approach describing only manual (usually recursive descent) parsing, leaving the students with issues understanding the actual techniques behind the automated parsers. ---------------------------------------------------------- I believe this deep dive into the parsing theory should be combined together with a hands-on approach, which goes in parallel and allows seeing all the learned theoretical material on practice. In the Essentials of Parsing (aka Parsing Algorithms) class we dive into different aspects of the parsing theory, describing in detail the LL and LR parsers. However at the same time to make the learning process and understanding easy and fun, we build in parallel an automatic parser for a full programming language, similar to JavaScript or Python, from scratch. After this class not only you will be able to use a parser generator to build parsers for programming languages, but will also understand how the parser generators work under the hood themselves. Implementing a parser for a programing language would also make your practical usage of other programming languages more professional. Who this class is for? This class is for any curious engineer, who would like to gain skills of building complex systems (and building a parser for a programing language is a pretty advanced engineering task!), and obtain a transferable knowledge for building such systems. If you are interested specifically in compilers, interpreters, and source code transformation tools, then this class is also for you. The only pre-requisite for this class is basic data structures and algorithms: trees, lists, traversal. What is used for implementation? Since we build a language very similar in semantics to JavaScript or Python (the two most popular programming languages today) we use specifically JavaScript - its elegant multi-paradigm structure which combines functional programming, class-based, and prototype-based OOP fits ideal for that. Many engineers are familiar with JavaScript so it should be easier to start coding right away. To generate the automated parser we use Syntax tool which is a language-agnostic parser generator, and supports plugins for Python, Ruby, C#, PHP, Java, Rust, etc. That is, the implementation of this parser can easily be transferred to any other language of your choice and taste. Note: we want our students to actually follow, understand and implement every detail of the parser themselves, instead of just copy-pasting from final solution. The full source code for the language is available in video lectures, showing and guiding how to structure specific modules. What's specific in this class? The main features of these lectures are: Concise and straight to the point. Each lecture is self-sufficient, concise, and describes information directly related to the topic, not distracting on unrelated materials or talks. Animated presentation combined with live-editing notes. This makes understanding of the topics easier, and shows how (and when at time) the object structures are connected. Static slides simply don't work for a complex content. Live coding session end-to-end with assignments. The full source code, starting from scratch, and up to the very end is presented in video lectures of the class What is in the course? The course is divided into four parts, in total of 22 lectures, and many sub-topics in each lecture. Below is the table of contents and curriculum. Part 1: Context-free grammars and languages In this part we describe different parsing pipelines, talk about formal grammars, derivations, what is ambiguous and unambitious grammar, and start building our programming language. Part 2: Top-down LL parsing In this part we talk in detail about Top-down parsing, describing manual recursive and backtracking parser, and also dive into the LL(1) parsing algorithm. Part 3: Bottom-up LR parsing In this part we describe Bottom-up parsers and LR parsing algorithm. In parallel we continue building our programming language, analyzing shift-reduce conflicts and fixing them. Part 4: Practice and final parser The final part of the course is completely practical, we're finishing our Letter programming language, building variables, functions, loops, control structures, object-oriented programming, and the final parser. Who this course is for Any curious engineers Compiler engineers https://www.udemy.com/course/essentials-of-parsing/

Lean Tools and Techniques for Flow and Pull MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 23 lectures (1 hour, 51 mins) | Size: 1.22 GB Applying Lean in Service and Manufacturing Organizations What you'll learn Identify the goals of the visual workplace Match tools used in the visual workplace with corresponding examples Evaluate a customer-supplier relationship to determine how well the Just-in-time method is being applied Recognize examples of the appropriate way to implement kanbans in a workplace Identify the goals of line balancing Use takt time to predict implications for a given company Requirements No course requirements or prerequisites Description The Using Lean for Perfection and Quality Course is part of the Lean for Business Organizations Program includes the following 6 sections: 1. Introduction to Lean for Service and Manufacturing, 2. Using Lean for Perfection and Quality, 3. Lean Tools and Techniques for Flow and Pull, 4. Reducing Waste and Streamlining Value Flow Using Lean, 5. Value Stream Mapping in Lean Business, and 6. Applying Lean in Service and Manufacturing Organizations Lean Tools and Techniques for Flow and Pull How can you make your organization more efficient? The simplest way is to eliminate waste from your processes. This waste can be caused by many factors, such as untidy workspaces and surplus inventory. Or it might be caused by inefficient distribution of work. Using Lean tools, you can make your processes smoother and your workspaces tidier. To implement a Lean solution, you must know what tools and techniques are available, and which ones would best help you. You have to select the best blend of Lean techniques for your organization. You can use a number of Lean techniques to make your organization run more smoothly. These include the visual workplace, just-in-time, kanban, and line balancing. The visual workplace uses signs and other visual cues to convey information quickly. The visual cues include work instructions, process flow diagrams, and status boards. Just-in-time ensures that you have exactly the right amount of supplies needed at any time. This helps to reduce surplus inventory. Kanban cards are triggers that alert the team to send more parts or supplies. The parts are then "pulled" into the system, based on demand. Line balancing results in the even distribution of work among workers. No workers are overburdened, and no workers are left idle. Using the Lean techniques outlined in this course will help you to develop strategies for improving flow and pull in your organization. That's it! Now go ahead and push that "Take this course" button and see you on the inside! Who this course is for: Individuals who have responsibility for reducing costs and waste, and improving efficiency and customer value at the organizational or departmental level

Lean for Business Organizations MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 72 lectures (5 hour, 11 mins) | Size: 3.03 GB Applying Lean in Service and Manufacturing Organizations What you'll learn Introduction to Lean for Service and Manufacturing Using Lean for Perfection and Quality Lean Tools and Techniques for Flow and Pull Reducing Waste and Streamlining Value Flow Using Lean Value Stream Mapping in Lean Business Applying Lean in Service and Manufacturing Organizations Requirements No course requirements or prerequisites Description The Lean for Business Organizations course includes the following 6 sections: Introduction to Lean for Service and Manufacturing, Using Lean for Perfection and Quality, Lean Tools and Techniques for Flow and Pull, Reducing Waste and Streamlining Value Flow Using Lean, Value Stream Mapping in Lean Business, and Applying Lean in Service and Manufacturing Organizations. 1. Introduction to Lean for Service and Manufacturing Using inefficient procedures is like digging a 200-foot wide hole for a 100-foot wide house. You'll have wasted a great deal of effort on something you don't really need. Your organization must make shrewd investments in its precious time, money, and effort. You need flexible, intelligent strategies to evolve and prosper in a competitive global market. Lean is a methodology that incorporates a powerful set of tools and techniques designed to maximize customer value while constantly working to reduce waste. It focuses on improving overall efficiency, quality, and customer satisfaction. Because of its ability to improve customer satisfaction and deliver bottom-line financial gains, Lean is a preferred strategic choice for many organizations. This course introduces you to the basic principles of Lean, which will help you create more efficient processes and get you on the road to successful operations management. This course also outlines the five-step process for implementing Lean. By learning how to implement Lean in your organization, you can reduce the costs of developing your company's product, increase production efficiency, and improve safety, quality, and performance levels. Finally, the course explains how Lean integrates with the Six Sigma production management system. Using this hybrid approach enables you to minimize process and product defects, and to identify and resolve pervasive problems. 2. Using Lean for Perfection and Quality Today's markets are very competitive and customers insist on the best quality products for their money. This means that businesses must actively pursue perfection to keep their customers and to retain their market share. Pursuing perfection and excellent quality are important principles of Lean thinking. Continuous improvement, the elimination of waste, and striving toward zero defects all help organizations attract and keep customers, and so increase their profitability. This course introduces four Lean tools organizations use to strive for perfection and improve quality - 5S, Hoshin Kanri, jidoka and poka yoke, and standard work. As you work through this course, you'll find out what these tools are, their purpose, and how the tools are used. You should then be able to recognize how the tools may be used in your own organization. The course provides examples of how the Lean tools can be applied in both manufacturing and service organizations. It will help you assess your own organization's needs and determine how you can apply the tools to perfect what you offer. 3. Lean Tools and Techniques for Flow and Pull How can you make your organization more efficient? The simplest way is to eliminate waste from your processes. This waste can be caused by many factors, such as untidy workspaces and surplus inventory. Or it might be caused by inefficient distribution of work. Using Lean tools, you can make your processes smoother and your workspaces tidier. To implement a Lean solution, you must know what tools and techniques are available, and which ones would best help you. You have to select the best blend of Lean techniques for your organization. You can use a number of Lean techniques to make your organization run more smoothly. These include the visual workplace, just-in-time, kanban, and line balancing. The visual workplace uses signs and other visual cues to convey information quickly. The visual cues include work instructions, process flow diagrams, and status boards. Just-in-time ensures that you have exactly the right amount of supplies needed at any time. This helps to reduce surplus inventory. Kanban cards are triggers that alert the team to send more parts or supplies. The parts are then "pulled" into the system, based on demand. Line balancing results in the even distribution of work among workers. No workers are overburdened, and no workers are left idle. Using the Lean techniques outlined in this course will help you to develop strategies for improving flow and pull in your organization. 4. Reducing Waste and Streamlining Value Flow Using Lean For your business to be the best it can be, you need to eliminate what doesn't work and improve what does. In Lean thinking, this translates to reducing or eliminating waste and improving the flow of production. This course introduces approaches you can use to do just that, in both the manufacturing and service environments. Before you can reduce waste, you need to recognize where and how it's occurring. In this course, you'll learn how to do this by determining which of your company's activities add value and which don't. Once you've categorized activities, you can search for ways to eliminate those that don't add value or, if they're required, to minimize the resources spent on them. And for activities that do add value, you can find ways to optimize this value. Next you'll learn about the different forms of waste that you find in a business and the typical causes of each type of waste. You'll also learn various strategies for minimizing or eliminating each of the waste types. This course also explains the concept of continuous flow, which depends on the removal of obstacles and bottlenecks in work processes. You'll learn how to balance work processes to enhance flow, with the aim of producing what's needed, when it's needed, in the quantities required. Using the strategies outlined in this course can improve the efficiency of your business, moving its processes closer to perfection. 5. Value Stream Mapping in Lean Business Suppose on your first day of work, your boss tells you too many defects have crept into the company's product. She then asks for your input on how to solve the problem. But without knowing how the company's current processes work, it's unlikely you'll have useful suggestions. To improve processes, you first need to understand them. To understand how something works, you need to observe it, noting how it fits into a larger pattern. Creating a visual representation of the material and information flow that leads to the creation of a product or service can help. This is called value stream mapping. With a value stream map, you can search for flaws, work out why problems exist, and plan how to eliminate them. This course teaches you how to use value stream mapping as a tool for improving an organization's processes and making them more efficient. You'll learn how to create a current-state value stream map, analyze the current state, and then create a future-state map. Create a current-state map - The course provides an overview of the steps involved in creating a current-state map and of the symbols typically used in this type of map. Analyze current state - The current-state map provides a big-picture view of a targeted process. This makes it easier to identify where waste is occurring and why. Create a future-state map - You'll learn how to create a future-state value stream map. This involves searching for and then recording opportunities to balance the production line, create pull, and eliminate sources of waste. In this course, you'll learn how value stream mapping can be used, in both manufacturing and service industries. It will prove a valuable tool you can use to improve efficiency and eliminate waste, ultimately boosting both customer satisfaction and an organization's profits. 6. Applying Lean in Service and Manufacturing Organizations Despite the relative simplicity of many Lean tools, a majority of attempts to adopt Lean in an organization fail. Why does this happen? The chief cause of failure to convert to a Lean enterprise is lack of awareness that it requires a culture change, rather than simply a change in tools. Transformation to a Lean enterprise calls for a complete change in the way everyone in the organization thinks about work, as well as slight work modifications. Flirting with Lean tools won't create a meaningful or lasting improvement in an organization. To truly embrace and integrate Lean principles, an organization has to make a long-term commitment to the change. It also has to change its culture. All employees need to practice applying Lean concepts daily, until Lean thinking becomes an accepted and routine part of how they think and behave. It requires a cultural change. A permanent shift to the Lean philosophy can occur only from a continuous improvement philosophy. When this occurs, organizational and customer benefits will be realized. So you need to encourage and practice continuous improvement daily to truly integrate the shift in culture. This course provides a guide to the benefits and characteristics of a Lean culture. It provides tips and strategies for facilitating a culture change through the use of kaizen. And it provides a detailed guide on how to plan for and implement a kaizen event in your organization. That's it! Now go ahead and push that "Take this course" button and see you on the inside! Who this course is for: Individuals who have responsibility for reducing costs and waste, and improving efficiency and customer value at the organizational level

LeetCode in Java: Algorithms Coding Interview Questions (10/2020) MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 76 lectures (12 hour, 1 mins) | Size: 2.67 GB Ace your next coding interview by solving essential coding interview questions and get an offer from big tech company. What you'll learn Solve Easy to Hard Difficulty Problems How to solve some of the classical coding interview questions How to breaking down the coding interview problems in a decomposition manner Strengthen your problem solving skills Requirements Basic Knowledge of fundamental data structures and algorithms is preferred A Computer or Smart Phone with internet connection Description Welcome to "LeetCode in Java: Algorithms Coding Interview Questions" course! In this course, you'll have a detailed, step by step explanation of classical hand-picked LeetCode Problems where you'll learn about the optimum ways to solve technical coding interview question. This is the course I wish I had when I was preparing myself for the interviews. This course comes with a 30-day money-back guarantee. So nothing to lose! What is LeetCode? LeetCode is a huge repository of real interview questions asked by the most popular tech industries( Google, Amazon, Facebook, Microsoft, Apple, Quora, LinkedIn, Bloomberg, Uber, Goldman Sachs, Twitter and more ). Interviewers from the most popular companies(like Google, Amazon, Facebook, Uber, Twitter etc.) often directly ask questions they find on LeetCode. It's hard to navigate through the large amount of problems(around 1500) to most important questions, this is what this course stand for. I spent countless hours on LeetCode. From my experience, I'm telling you that you don't have to do the all problem and still be able to get a job at a big tech industry. By the time you're finished with the course, you will be prepared for common technical coding interview questions. See you inside the course! Who this course is for: Who want to succeed the technical coding interview at companies like Google, Facebook, Microsoft, Amazon, etc. People who want to developed their problem solving skill Who want to ace their technical coding interview Students getting ready for their internship

Essential Coding Interview Questions Python Edition MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 40 lectures (1 hour, 48 mins) | Size: 544 MB Are You Wanting To Get That Dream Job Or Pay-rise You Deserve? This Course Is Designed For You! What you'll learn Learn how to solve the most commonly asked coding questions by the likes of Facebook, Amazon, Netflix and Google Solve Easy to Hard Difficulty Problems using Data Structures and Algorithms Learn through hands-on practical python coding exercises Be able to analyze the time complexity of various algorithms Overall, feel more confident and be prepared for your next coding interview Requirements Be able to program in Python and have at least a basic understanding of Object Oriented Programming, Data Structures and Algorithms Description Ready for your next big step? This course contains the essential information needed to prepare you for successfully passing coding interviews! Firstly, you will be introduced to the fundamental concepts which are becoming increasingly popular in the interviews conducted by software development companies, including giants such as Facebook and Google. By going through our training on pseudo-code, time and space notation, and many more topics you will enhance your knowledge on how algorithms work, how we compare them with each other and on what is expected from you in the interview itself. By testing your newly obtained knowledge with our carefully fine-tuned practical exercises, you will be able to gain a deep understanding of how to approach coding challenges and to outperform the expectations of your interviewer. Each of the practical exercises is accompanied by automatic tests for your submission, and explanatory video on how to approach the challenge. To fully benefit from the course content, we recommend completing all the challenges from the easy, medium to the hard ones. We look forward to you being able to tackle our most challenging problems! To increase your chances of getting your new dream job, we also included a bonus material. This material will give you tips on how to optimally approach the task of getting an interview, talking to recruiters and presenting yourself in the best light possible. We believe that with this comprehensive guide you will be able to revolutionize your career. Go forth and conquer! Who this course is for: Software Developers preparing for coding interviews. Software Developers wanting to develop their skills. Software Engineers preparing for coding interviews. Software Engineers wanting to develop their skills. Python Developers preparing for coding interviews. Python Developers wanting to develop their skills.

TCP/IP Socket Programming HandsOn-Windows & Linux in C & C++ (10/2020) MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 18 lectures (6 hour, 52 mins) | Size: 3.72 GB TCP/IP Socket Programming HandsOn-Windows,Linux C & C++ covering networking concept & all socket programs with execution What you'll learn Will learn how to code & execute to perform socket communication for Windows & Linux in C & C++ Will learn complete Build environment Setup for Windows and Linux too As have covered multiple socket programs and its execution for Windows & Linux, will lead to be perfect coder To write program & execute Server Client Socket Communication Program for Windows as well as Linux too and will be able to execute it successfully To write program & execute Http Server Client Socket Communication Program for Windows as well as Linux too and will be able to execute it successfully Will lead to know about blocking & non-blocking sockets Will lead to understand how multiclient-server socket communication occurs by various approaches To write program & execute to perform multiclient-server socket communication for Linux As have attached Code source for all the Socket Programs in different Sessions, students can refer it. Will understand TCP Architecture/ Network Layered Architecture/OSI Model syncing with real world example Learn World's popular on-demand Technology. Crack any Interview in this huge IT Industry as Socket Programming is Trending Topic to learn Requirements Computer running Microsoft Windows, Linux or Mac Operating systems. Pre-Requisite knowledge of any programming not required. If you are really interested in cracking interview in IT Industry. Description Did you anytime perform communication between 2 processes ? If NO then Socket Server Client Communication is good to start with. This Course Covers Socket Programming for Windows and Linux too in C and C++ It covers multiple socket programs and execution of it for Windows and Linux. Also covers Blocking & Non-blocking Sockets with program explanation and execution of it. Have shared source code for all socket programs. It is great Technology to Add Plus Point to Your Resume. Learning Socket Programming will pay you more in today's IT Industry both value and money wise. Why learn Socket Programming ? It is on demand Technology being continued till Now. In addition to learn CPU architecture, memory space and various algorithms, you will be able to create efficient programs and will be in competitor list of good programmer in this IT Industry. You will be able to crack any interview and will shine in this IT Industry as socket programming is on-demand technology. Why enrolling this Course will be the best decision for you? By the end of this course, you will not only gain in-depth knowledge of Socket Server Client Programming from scratch for Windows and Linux too but also will gain knowledge of networking layers and how they play important role in bring socket communication from source to detsination. You will get rid to write Socket Server Client Programs with execution of it on Windows and Linux too. Will understand in depth about blocking and non-blocking socket and will be able to write programs and execute it. You will be able to develop skill power logical and verbal wise too. It will lead to your growth and shine in career. You will be able to crack any interview in today's IT Industry. This Course will cover all basic concepts of Socket Programming with not only covering "how to code" but also putting light on details "Why it is required and How important it is" so that your all concepts will be cleared from scratch and you can crack any interview giving technical answers covering all the points. Who this course is for: C Developers, C++ Developers, Java Developers, php Developers etc. College Students/ Freshers, Trainers In addition with all those who interested in cracking interview Also Other Language Developers

Apache Airflow on AWS EKS: The Hands-On Guide MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 92 lectures (9h 15m) | Size: 5.66 GB How to set up Apache Airflow on AWS EKS with the Kubernetes Executor and be production-ready! What you'll learn: How to Set Up a Production Ready Architecture for Airflow on AWS EKS From A-Z How to deploy DAGs from Git (public and private) How to Create CI/CD Pipelines with AWS CodePipeline Deploy DAGs How to Share DAGs and Store Logs with AWS EFS How to Enable Remote Logging with AWS S3 in EKS How to Test your DAGs in CI/CD pipelines How to Store Sensitive Data in AWS Secret Manager Requirements A good knowledge of Apache Airflow A intermediate knowledge of AWS A intermediate knowledge of Docker and Kubernetes AWS SERVICES USED ARE NOT FREE TIER ELIGIBLE Description Struggling to set up Airflow on AWS EKS? You are at the right place! With more than 10,000 students, I got many feedbacks about how difficult it is to configure Airflow on AWS with the official Helm chart. Guess what? You are about to learn everything you need to set up a production-ready architecture for Apache Airflow on AWS EKS This course is designed to guide you through the different steps of creating a real world architecture: Configuring the EKS cluster following best practices Deploying automatically changes with GitOps Using Helm to configure and set up Airflow on Kubernetes Configuring the official Helm chart of Airflow to use the Kubernetes Executor and many different features Deploying DAGs in Airflow with Git-Sync and AWS EFS Deploying DAGs/Airflow through CI/CD pipelines with AWS CodePipeline Testing your DAGs automatically Securing your credentials and sensitive data in a Secret Backend Enabling remote logging with AWS S3 Creating 3 different environments dev/staging and prod Making the production environment scalable and highly available and more! WARNING: The course is not meant to learn the basic of Airflow, you must be already familiar with it. If you already know Kubernetes/Docker/AWS your learning will be easier, but no worries I explain everything you need. YOU WON'T learn how to interact with AWS in your DAGs. This course is about designing an architecture not about DAGs. The course is NOT free-tier eligible as we are going to use many AWS services and set up a real world architecture. Who this course is for Data engineers Software Engineers DevOps https://www.udemy.com/course/apache-airflow-on-aws-eks-the-hands-on-guide/

Alomoves - Unlimited Vinyasa MP4 | Video: AVC, 1280x720 | Audio: AAC, 48 KHz, 2 Ch ifficulty: Advanced | Genre: eLearning | Language: English | Duration: 6 Videos (4h54m)| Size: 10.7 GB To be unlimited is to be connected to your most vibrant, energetic self. This vinyasa series removes stagnant energy from the body, mind, and spirit by blending the intensity of Ashtanga Vinyasa yoga with the alignment and precision of Iyengar yoga. Each class is a delicate balance of yoga from the past and present, infusing modern sequences with classical hatha yoga postures and pranayama breathing techniques. This combination of postures and breath work has a profound effect to ground one's spirit in the physical body. Through this grounded awareness we exponentially increase our energy and our potential to love and serve humanity. The five 50-60 minute classes are intended to challenge you, regardless of your physical background or experience. And with each difficult moment, I will encourage you to breathe, focus, and to do your best. Take breaks as needed in the beginning, and over time you will be able to get through the classes with ease. BODY PARTS Arms Chest Spine Legs CLASSES 1 HOW TO APPROACH THIS SERIES 2 UNLIMITED LIGHT This class lays the foundation of all Vinyasa yoga by incorporating the touchstone of Hatha yoga: sun salutations, also known as Surya Namaska. Learning the key points of s... 3 UNLIMITED LOVE Experience the foundations of a safe backbending practice within a juicy, heart-opening vinyasa flow. 4 UNLIMITED FREEDOM Harness your creative fire with sequences intended to connect you to your hips and pelvis. Using standing postures and longer holds, this class creates grounding and stabil... 5 UNLIMITED FOCUS This class is comprised of 26 classic Hatha yoga postures and two breathing exercises. The class does not use vinyasa to connect the movement; instead, each pose is intersp... 6 UNLIMITED JOY Unlimited Joy is a fun and fast-paced vinyasa with the goal to strengthen and open the body through classic yoga asanas. Standing postures are countered with inversions, an... https://www.alomoves.com/series/unlimited-vinyasa

Vue.js: Creating and Hosting a Full-Stack Site Duration: 3h 46m | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 756 MB Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles Do you have Vue.js front-end capabilities, but lack familiarity with the server side? Would you like to develop the skills needed to build full-stack applications? In this course, instructor Shaun Wassell helps you enhance your development tool kit by showing how to leverage your existing Vue.js skills to build a full-stack ecommerce site. Shaun guides you through the process, showing how to use Vue.js to build a simple front end; Node.js and MongoDB to construct the back end; Axios to communicate between the front and back ends; and finally, Heroku to take it live. Along the way, learn how to work with different tools and frameworks to correctly configure your site, including Postman and Express. https://www.lynda.com/Angular-tutorials/Vue-js-Creating-Hosting-Full-Stack-Site/2980055-2.html

CompTIA Security+ (SY0-601) Cert Prep: 6 Cloud Security Design and Implementation Duration: 1h 18m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 299 MB Genre: eLearning | Language: English In some respects, securing the cloud involves the same goals you'd see in any information security initiative. But since dealing with cloud providers alters the way that you work with security controls, security professionals must have a solid grasp of cloud security in order to effectively protect the confidentiality and integrity of their organization's information. In this course, the sixth installment in the CompTIA Security+ (SY0-601) Cert Prep series, explore the world of cloud security as you prepare for the Security+ exam. Instructor Mike Chapple covers virtualization; the building blocks of the cloud, including cloud storage, networking, and orchestration; cloud activities and the cloud reference architecture; and much more.We are a CompTIA Partner. As such, we are able to offer CompTIA exam vouchers at a 10% discount. For more information on how to obtain this discount, please download these PDF instructions. https://www.lynda.com/IT-tutorials/CompTIA-Security-SY0-601-Cert-Prep-6-Cloud-Security-Design-Implementation/2850004-2.html

Learn Photoshop - Essential Training Course MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 5 lectures (57m) | Size: 543.3 MB Photoshop Tutorials What you'll learn: Graphic Design using Photoshop Useful tools for photo editing Requirements Must have passion to become a graphic designer Description Hello everyone, Aspiring to learn Photoshop with ease. your Photoshop skills with me in this interactive course. Grab this wonderful opportunity and also get a certificate from Udemy. Also, go through the quiz after the end of the lesson to recap what have you have learned in this course. All the best. Who this course is for Graphic Designer Student Photographers https://www.udemy.com/course/master-your-skills-in-photoshop/

Montessori Education Teaching Methods - Essentials Concepts MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 9 lectures (1h 28m) | Size: 429.9 MB A Comprehensive Guide on Early Childhood Education, Practical Life, Sensorial, Language, Mathematics & Cultural Work What you'll learn: Biography of Dr. Maria Montessori Montessori Methods Importance and Effects of Early Childhood Education Goal of Montessori Method Five Curriculum Areas of Montessori Prepared Environment Sensorial Exercises Introduction to Language Exercises of Mathematics In a Montessori System Introduction To Cultural Work (Music & Arts, Science, History and Geography) Requirements People Willing To learn the key methods of Montessori Teachings People Willing to Learn About Early Childhood Education People Willing To Be A Montessori Directress Description The objective of this course is to help all elders whether parents or teachers for Montessori teaching. Montessori teaching methods are very helpful for young children. These methods allows young learners to reflect one self and in some cases work independently. This course will help you to explore and discover the world like a child do. It will help you to understand the child emotionally and physically. This course will guide you to help your child develop sense of empathy and independence. In this course you will learn about different Montessori Groups and their Exercises. This course features the main points of official courses on Montessori Teachers Training (such as London School of Montessori Teaching Certification). Some of the important areas are: Maria Montessori Life History Importance and Effects of Early Childhood Education Goal of Montessori Method Five Curriculum Areas Prepared Environment Exercises of Practical Life(EPL) Sensorial Education Importance Of Language In Montessori System Exercises of Mathematics Introduction to Cultural Work (Music & Arts, Science, History and Geography) *** LIFETIME access to course videos resources, 1-on-1 Q/A, certification on completion - 100% guaranteed *** Who this course is for Parents Beginner who are interested in Montessori Education Teaching All Pre-school Teachers https://www.udemy.com/course/montessori-education-teaching-methods-essentials-concepts/

Master Spring & Angular Material with a full web application MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 28 lectures (2h 45m) | Size: 930.4 MB Develop a full stack web application using Spring boot and Angular Material Design What you'll learn: Build amazing responsive Angular apps with modern tools like Material and Spring boot REST API Develpment Database model design Angular material web application Spring framework Angular framework Swagger for API documentation Swagger for Frontend API generation Requirements All you need is your laptop and an internet connection NO Material Design knowledge is required Basic knowledge of Java programming language Description Angular is an amazing frontend JavaScript & TypeScript framework with which you can build powerful web applications. There are a lot of courses that dive deeply into Angular but sometimes you just want to build an entire app and see how it all works in practice. And you want to use all these great third-party packages that can add a lot of awesome functionalities to your Angular app! This course covers exactly that! We'll build an entire, realistic app which looks absolutely beautiful, uses Google's Material Design and is extremely fast! Thanks to Spring framework, we'll add real-time database functionalities and see our updates almost before we make them! What are you waiting for, this is what you'll get in detail: A realistic full app that uses many Angular Material components Examples for components like Sidenavs, Cards, Forms, ... A real-time database connection powered by Spring boot Generating the API documentations, so no need to write it your self on the frontend side And so much more! This course is for you if you want to practice Angular, want to see it in action or want to learn it with the help of a 100% practical project! Who this course is for You want to learn how to develop a full stack application -> Here is the place https://www.udemy.com/course/master-spring-angular-material-with-a-full-web-application/

Substance painter 2020 - The complete 3D Texturing course MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 38 lectures (3 hour, 50 mins) | Size: 3.09 GB A complete introduction to 3D Texturing from beginner to intermediate using substance painter 2020 What you'll learn substance painter UI and tools Baking mesh maps Procedural 3d texturing tools importing / creating materials rendering in substance painter's Iray Exporting the textures Requirements Substance painter 2020 software ( you can get a free month trial on their website ) Description Welcome to the Substance painter - complete 3d texturing course . In this course you will learn all the tools and trechniques used by artists within substance painter to make detailled and realistic 3d textures on your 3d models . The course is composed of three parts . the first part is dedicated to introducing you to all the tools that you will be using in substance painter, the render engine within the software and the UI etc . While the second and third parts of the course go through the 3d texturing process of two 3d assets provided with the course from start to finish . What you will learn : 3D texturing tools available in substance painter . Creating and using materials in substance painter . Filters , generators and procedural 3D texturing tools . Correct mesh maps baking methods to avoid common issues . rendering your 3D textured model and applying post effects using IRAY render engine inside of substance painter . Enroll now and start learning the industry standard 3d texturing software substance painter . Who this course is for: 3D Modellers who want to up their 3d texturing game 3D Game artists 3d Artists

Intermediate iOS Debugging Jerry Beers | Duration: 1h 13m | Video: H264 1920x1080 | Audio: AAC 48 kHz 2ch | 705 MB | Language: English + .vtt Prepare to learn some new debugging tricks! In this course, you'll improve your skills with LLDB and Xcode. • Create exception breakpoints to make finding the cause of an unhandled exception easier. See how to share breakpoints between projects or multiple users of a project. • Learn about the three ways to inspect data in your app and the danger that comes with the power. • Learn how to quickly spot issues where UIKit code is being called from a background thread https://www.raywenderlich.com/4744-intermediate-ios-debugging

Producertech - Producer's Guide to Thorn Rob Jones | Duration: 2h+ | Video: H264 1920x1080 | Audio: AAC 44,1 kHz 2ch | 988 MB | Language: English DS Audio's award-winning software synthesiser Thorn has received praise throughout the world for its powerful, spectrally-synthesised sound and innovative design. On this course from certified trainer Rob Jones, you'll be guided through each part of the instrument, to help fully grasp all of the unique features on offer. After providing an overview of the synth's architecture, Rob dives into a series of lessons that explore the less conventional aspects, like its harmonic editing and filtering, sampling capabilities and glitch sequencing. He then moves onto the meat of the course, which is a number of step-by-step guides to creating a wide range of patches, helping uncover all the hidden depths of the instrument, whilst providing a wealth of useful sound design techniques along the way! On the course, you'll learn how complex patches like evolving basses, floaty sequenced pads and arpeggiated leads are constructed, as well as how to utilise advanced synth features such as FM.

InDesign 2021 Essential Training MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + .srt | Duration: 5h 11m | Size: 1.3 GB InDesign is an essential tool for design firms, ad agencies, magazines, newspapers, book publishers, and freelance designers around the world. In this course, instructor David Blatner presents a thorough explanation of the core features and techniques that make this powerful page-layout application fun and easy to use, providing a foundation upon which advanced skills and workflows can be built. David gets you up to speed fast, with a quick start chapter that teaches you the basics in less than 20 minutes. Then he dives into the details, including managing documents and pages, editing text and graphics, creating interactive documents, and much more. Take the entire course, or focus on just the features you need to learn. Every lesson brings you one step closer to InDesign proficiency-an essential skill for any career in design or publishing. https://www.lynda.com/InDesign-tutorials/InDesign-2021-Essential-Training/2848329-2.html

Learn Azure in a Month of Lunches, 2E, video edition h264, yuv420p, 1280x720 |ENGLISH, 44100 Hz, 2channels | 11h 58mn | 3.97 GB A great overview of the vast Azure offerings-from the essentials to the good stuff. Juraj Borza, NIKÉ You can be incredibly productive with Azure without mastering every feature, function, and service. Learn Azure in a Month of Lunches, Second Edition gets you up and running quickly, teaching you the most important concepts and tasks in 21 practical bite-sized lessons. As you explore the examples, exercises, and labs, you'll pick up valuable skills immediately and take your first steps to Azure mastery! This fully revised new edition covers core changes to the Azure UI, new Azure features, Azure containers, and the upgraded Azure Kubernetes Service. about the technology Microsoft Azure is vast and powerful, offering virtual servers, application templates, and prebuilt services for everything from data storage to AI. To navigate it all, you need a trustworthy guide. In this book, Microsoft engineer and Azure trainer Iain Foulds focuses on core skills for creating cloud-based applications. about the book Learn Azure in a Month of Lunches, Second Edition, is a tutorial on writing, deploying, and running applications in Azure. In it, you'll work through 21 short lessons that give you real-world experience. Each lesson includes a hands-on lab so you can try out and lock in your new skills. what's inside Understanding Azure beyond point-and-click Securing applications and data Automating your environment Azure services for machine learning, containers, and more about the audience This book is for readers who can write and deploy simple web or client/server applications.

The Complete Cyber Security Course : Hackers Exposed! Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 48000 Hz Language: English | VTT | Size: 4.24 GB | Duration: 12h 5m What you'll learn An advanced practical skillset in defeating all online threats - advanced hackers, trackers, malware and all Internet nastiness including mitigating government spying and mass surveillance. Start a career in cyber security. Become a cyber security specialist. The very latest up-to-date information and methods. We cover operating system security, privacy, and patching - On Windows 7, Windows 8, Windows 10, MacOS and Linux. Explore the threat landscape - Darknets, dark markets, zero day vulnerabilities, exploit kits, malware, phishing and much more. You will master encryption in an easy to follow crash course. Go in-depth into security through physical and virtual isolation and compartmentalization. Covering sandboxes, application isolation, virtual machines, Whonix and Qubes OS. You will learn about nation state secret tracking and hacking infrastructure. A certificate of completion is available signed by the instructor Nathan House so CPE credits can be claimed. An off-site sign-up is required to provide your details for this optional certificate. Requirements A basic understanding of using operating systems, networks, and the Internet. Be able to download and install software. A willingness to learn. Please note this is Volume 1 of 4 of the complete course. After the completion of all 4 volumes, you will know more than 80% of security professionals, government and law enforcement agents and even expert hackers about maintaining security, privacy, and anonymity. Description Learn a practical skill-set in defeating all online threats, including - advanced hackers, trackers, malware, zero days, exploit kits, cybercriminals and more. Become a Cyber Security Specialist - Go from a beginner to advanced in this easy to follow expert course. Covering all major platforms - Windows 7, Windows 8, Windows 10, MacOS and Linux. This course covers the fundamental building blocks of your required skill set - You will understand the threat and vulnerability landscape through threat modeling and risk assessments. We explore the Darknet and mindset of the cyber criminal. Covering malware, exploit kits, phishing, zero-day vulnerabilities and much more. You will learn about the global tracking and hacking infrastructures that nation states run. Covering the NSA, FBI, CIA, GCHQ, China's MSS and other intelligence agencies capabilities. You will understand the foundations of operating system security and privacy functionality. A close look at the new Windows 10 privacy issues and how to best mitigate them. There is a complete easy to follow crash course on encryption, how encryption can be bypassed and what you can do to mitigate the risks. Master defenses against phishing, SMShing, vishing, identity theft, scam, cons and other social engineering threats. Finally we cover the extremely important, but underused security control of isolation and compartmentalization. Covering sandboxes, application isolation, virtual machines, Whonix and Qubes OS. This is volume 1 of 4 of your complete guide to cyber security privacy and anonymity. Who this course is for: This course is for anyone who wants to become an expert in security, privacy, and anonymity. This volume covers the required foundation building blocks of that skillset. For anyone who would love to gain a practical skillset in mitigating the risk from, malware, Trojans, hackers, tracker, cyber criminals and all online threats. This course is for anyone who wants to keep their precious files, emails, accounts and personal information out of the hands of the bad guys. For beginners and intermediate Internet users who are interested in security, safety, and privacy. For those who want privacy and anonymity online from hackers, corporations and governments. This course is designed for personal and home Internet security, privacy, and anonymity. Most of the topics apply in the same way to a business, but the course is delivered as if to an individual for personal Internet security, privacy and anonymity. https://www.udemy.com/course/the-complete-internet-security-privacy-course-volume-1/

Academind Pro - Git & GitHub - The Practical Guide MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 66 Lessons (5h 2m) | Size: 613.9 MB Learn how to manage your projects with Git & GitHub - No previous knowledge is required, everything explained for everyone in easy to understand examples! What is Version Control? Saving & accessing data and tracking changes is what version control is all about. No matter if you're working on a private or a professional development project, code evolves, changes and continuously gets improved. A clean version management structure is therefore key to successfully manage the progress of your projects. What is Git? Git is a 100% free version management tool, specifically created for and used by developers all over the world to manage project code history locally on their machines (Windows, macOS, Linux/Unix). What is GitHub? GitHub is an online service, it is also free for many use-cases (just an account must be created) and it brings Git's local "file-tracking" strengths to the cloud. Storing project code online, accessing other team members' code or even updating code - all possible with the help of GitHub! Why Should I Know these Tools? Every project needs proper version control so not knowing Git and GitHub makes your daily developer life a lot more complicated (same if you're currently looking for a new job in the industry). Although Git and GitHub are user-friendly, both come with their own logic and "language". Getting started therefore can be a bit cumbersome and this is where this course comes into play! What do I Learn in this Course? This course starts at the very basics, no prior Git or GitHub knowledge is required! You'll learn how to use Git and how to write Git commands in the Mac Terminal or the Windows Command Prompt (refreshers on both are also part of the course). Starting with the first initialization of a so-called Git repository, we'll build up your knowledge step-by-step and understand the what & why behind concepts like branches, commits, the staging area, merging & rebasing, cloning, pushing & pulling branches and a lot more! What's Inside this Course? Git Download & Installation Git Theory - Working Directory, Staging Area (Index) and Repository explained Creating Git Repositories Working with Commits Understanding Branches Understanding the HEAD and the detached HEAD Newly Introduced Git Commands with Git Version 2.23 Deleting Data (Staged & Unstaged, Commits & Branches) Ignoring Files The Stash Merging, Rebasing and Cherry Picking Bringing Back Deleted Data with the Reflog Connecting Local Git Repositories to Remote GitHub Repositories Git Push & Pull (+ Fetch) Local, Remote Tracking & Remote Branches and so much more! All covered, explained and applied in easy to understand examples in the course! https://pro.academind.com/p/git-github-the-practical-guide

Deep Learning: Recurrent Neural Networks with Python MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + .srt | Duration: 80 lectures (11h 12m) | Size: 3.3 GB RNN-Recurrent Neural Networks, Theory & Practice in Python-Learning Automatic Book Writer an Stock Price Prediction What you'll learn: The importance of Recurrent Neural Networks (RNNs) in Data Science. The important concepts from the absolute beginning with a comprehensive unfolding with examples in Python. The reasons to shift from classical sequence models to RNNs. Practical explanation and live coding with Python. An overview of concepts of Deep Learning Theory. Deep details of RNNs with examples and derivations. TensorFlow (Deep learning framework by Google). The use and applications of state-of-the-art RNNs (with implementations in state-of-the-art framework TensorFlow) that are much more recent and advanced in terms of accuracy and efficiency. Building your own applications for automatic text generation as well as for stock price prediction. And much more. Requirements No prior knowledge is needed. We will start from the basics and gradually build your knowledge in the subject. A willingness to learn and practice. Knowledge of Python will be a plus. Description Recurrent Neural Networks (RNNs), a class of neural networks, are essential in processing sequences such as sensor measurements, daily stock prices, etc. In fact, most of the sequence modelling problems on images and videos are still hard to solve without Recurrent Neural Networks. Further, RNNs are also considered to be the general form of deep learning architecture. Hence, the understanding of RNNs is crucial in all the fields of Data Science. This course addresses all these concerns and empowers you to take your career to the next level with a masterful grip on the theoretical concepts and practical implementations of RNNs in Data Science. Why Should You Enroll in This Course? The course 'Recurrent Neural Networks, Theory and Practice in Python' is crafted to help you understand not only how to build RNNs but also how to train them. This straightforward learning by doing a course will help you in mastering the concepts and methodology with regards to Python. The two mini-projects Automatic Book Writer and Stock Price Prediction, are designed to improve your understanding of RNNs and add more skills to your data science toolbox. Also, this course will enable you to immediately apply the skills you acquire to your own projects. This course is: Easy to understand. Expressive and self-explanatory. To the point. Practical with live coding. Thorough, covering the most advanced and recently discovered RNN models by renowned data scientists. How Is This Course Different? This is a practical course that encourages you to explore and experience the real-world applications of RNNs. The course starts with the basics of how RNNs work and then goes far deep gradually. So, if your ambition is to become a Python developer, this course is indispensable. You are assigned Home Work/ tasks/ activities at the end of the subtopics in each module. The reason for this is to make your learning easier and also to assess and further build your learning based on the concepts and methods you have learned previously. Most of these activities are coding based, preparing you for implementing the concepts you learn at your workplace. With a core understanding of RNNs, you can sharpen your deep learning skills and ensure emerging career growth. Data Science, as a career path, is certainly rewarding. You not only get the opportunity to solve some of the most interesting problems, but you are also assured of a handsome salary package. This course presents you with a cost-effective option to learn the concepts and methodologies of RNNs with Data Science. Our tutorials are subdivided into a series of short, in-depth HD videos along with detailed code notebooks. So, without further delay, get started with the course that simplifies complex concepts for you. Teaching Is Our Passion: We focus on creating online tutorials that encourage learning by doing. We aim to provide you with more than a superficial look at RNNs. For instance, the two mini-projects in the final module will help you to see for yourself via experimentation the practical implementation of RNNs in the real world. We have worked extra hard to ensure you understand the concepts clearly. We want you to have a sound understanding of the basics before you move onward to the more complex concepts. The course materials that make certain you accomplish all this include high-quality video content, course notes, meaningful course materials, handouts, and evaluation exercises. You can also get in touch with our friendly team in case of any queries. Course Content: The comprehensive course consists of the following topics: 1. Motivations a. What can a Recurrent Neural Network (RNN) Do? i. Real-World Applications b. When to model RNN? i. Images ii. Videos iii. Speech 2. Deep Neural Networks: An Overview a. Perceptron i. Convolution ii. Bias iii. Activation iv. Loss v. Back Propagation vi. Exercises b. Multilayered Perceptron i. Why Multilayered Architecture? ii. Universal Approximation Theorem iii. Overfitting in DNNs iv. Early stopping v. Dropout vi. Stochastic Gradient Descent vii. Mini Batch Gradient Descent viii. Batch Normalization ix. Optimization Algorithms x. Exercises 3. Recurrent Neural Networks (RNNs) a. Architecture of an RNN i. Recurrent Connections ii. Weight Sharing iii. Many to One iv. One to Many v. Many to Many vi. Exercises b. Gradient Descent in RNNs i. Derivatives ii. Back Propagation iii. Worked Example iv. Exercises c. Vanishing Gradients in RNN i. Why Vanishing Gradients in RNN is more common? ii. Why tanh activations for hidden layers iii. Gated Recurrent Unit (GRU) iv. Exercises d. Modern RNNs i. Long Short Term Memory (LSTM) ii. Bi-Directional RNNs iii. Attention Based Models iv. Exercises e. Introduction to TensorFlow i. Implementing RNNs ii. Exercises 4. Projects: a. Automatic Book Writer b. Stock Price Prediction After completing this course successfully, you will be able to: Relate the concepts and theories sequence modelling with RNNs. Understand the methodology of RNNs with Data Science using real datasets. Who this course is for People who want to take their data speak to the next level. People who want to master RNNs with real datasets in Data Science. People who want to implement RNNs in realistic projects. Individuals who are passionate about numbers and programming. Business Analysts. Data Scientists. https://www.udemy.com/course/deep-learning-recurrent-neural-networks-in-python-l/