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The short version is that an AI Engineer works on the entire lifecycle of an AI application - that is, an application that utilizes AI at its core. An AI Engineer takes AI models, including Large Language Models, and customizes them to their needs. (If you want the long version, check out our blog post here) That requires everything from building models using custom datasets, to training and tuning models, to deploying models and scaling them using cloud technologies. The role is growing like wildfire, but it's still evolving and will no doubt continue evolving as the AI landscape changes. What Is Retrieval Augmented Generation (RAG)? Have you ever wondered why some AI systems can feel limited, giving answers that seem a bit generic or off-target? Well that's because they're limited to the knowledge in their training data. And that's a lot of data. But it's not everything. 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Free Download Udemy - Vector Calculus with Applications Published: 2/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 14h 23m | Size: 4.57 GB Line Integrals, Surface Integrals, Integral Theorems with Applications What you'll learn Line integrals with applications, Path independence, important theorems Double integrals, Triple Integrals, Surface integrals Green's Theorem, Stokes Theorem, Divergence Theorem with Proofs and Applications 70+ solved examples, 50+ homework assessments, lecture pdfs and eBooks Derivation of Basic PDEs, including The Continuity Equation, Heat Equation, Wave Equation, Laplace Equation, etc. Requirements Precalculus, basic knowledge of computing derivatives and integrals is enough. A few lectures require the concept of continuity of a function. Otherwise the course is mostly self contained A little bit of MATLAB knowledge will be needed in a few lectures. Description Vector Calculus is one of the most important subject for advanced studies in applied mathematics, physics or engineering. The core of the subject contains the "Integral Theorems" as they have a wide range of applications to these disciplines. Keeping in view the course outlines of most of the (local) institutes and universities, the following topics are included in this course:Line Integrals (of both scalar and vector fields) Work done as a Line integralPath Independent Line integralsConservative FieldsSimply Connected and Multiply Connected Domains (with Animations for illustration)Theorems (with proofs) on Path independence of Line Integrals and Conservative Fields (five theorems)Applications of Line integrals (Calculating the area of fence whose base is a curve C in space, calculating the Mass, the Center of Mass, and Moment of inertia of a wire)The Double Integrals with applications (calculating mass, c.o.m, moment of inertia of a lamina)Parametric Representation of SurfacesSurface area (with alternative formulas)Tangent Plane and Normal to a Surface Surface Integrals (of vector and scalar fields)Integral Theorems (Green's Theorem, Stokes's Theorem, Gauss's (Divergence) Theorem)Applications of Integral Theorems Derivation of Heat equation, Wave Equation, Laplace Equation, Continuity Equation etc. More than 70 worked examples are included to illustrate these topics. Most of the topics are illustrated with Slides and Animations (where needed), and a few examples are worked on digital white board (One Note) using Tablet.PDFs of lectures are also attached with the video lectures, Student Practice Material is also included with necessary hints. Most of the lectures are in the form of slides so that the learners time is marginally saved as compared to the white board lectures. More examples will be included (some examples can be included on demand of the learners).Hopes the students may learn and enjoy from this course.There may be mistakes and I will be extremely thankful to those who point out mistakes in any lecture (Check out the Description of each video for corrections). Suggestions are always welcomed because we always need improvements. Who this course is for This course is for Undergraduate students of Mathematics, Physics, Computer, Engineering etc. Graduate Students and Instructors may also profit from this course Homepage: https://www.udemy.com/course/vector-calculus-with-applications/ DOWNLOAD NOW: Udemy - Vector Calculus with Applications Rapidgator Links Download https://rg.to/file/440ecf581cc60d4b8886af70a01e72d3/getam.Vector.Calculus.with.Applications.part1.rar.html https://rg.to/file/a1fb8689bfc9f116fefec05b3571c5d7/getam.Vector.Calculus.with.Applications.part2.rar.html https://rg.to/file/24a40781ae8dda48cf002e8b37e15253/getam.Vector.Calculus.with.Applications.part3.rar.html https://rg.to/file/7133fca60477a7367ffa3ac92deba7f7/getam.Vector.Calculus.with.Applications.part4.rar.html https://rg.to/file/45605436c7644e7c7dd968e776a4961c/getam.Vector.Calculus.with.Applications.part5.rar.html Fikper Links Download https://fikper.com/eAY5K7rf3i/getam.Vector.Calculus.with.Applications.part1.rar.html https://fikper.com/YCK4NqFeAN/getam.Vector.Calculus.with.Applications.part2.rar.html https://fikper.com/zm5W7alW3m/getam.Vector.Calculus.with.Applications.part3.rar.html https://fikper.com/uXrmLcCrPN/getam.Vector.Calculus.with.Applications.part4.rar.html https://fikper.com/4T1dtaqC4I/getam.Vector.Calculus.with.Applications.part5.rar.html : No Password - Links are Interchangeable

Free Download Udemy - Times Tables Mastery Course 1-12 Multiplication Facts Published: 2/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.67 GB | Duration: 1h 3m Multiplication Chart Mastery for Quick Recall of the Answers to the 1-12 Times Tables What you'll learn Achieve fluency and quick recall of the 1-12 Times Tables using visual cues and memorization techniques. Increase math test scores. Learn how to successfully fill out a Multiplication Chart by breaking it down into 3 zones. Learn the concept of multiplication. Learn how to use visual memory cues as a tool for learning and retaining new material. Requirements Students need to have a basic understanding of addition and subtraction. Description Welcome to the Times Tables Mastery Course for the 1-12 Multiplication Facts!This self-guided course allows students to move through each step at their own pace, by utilizing the videos, quizzes and printables.This course is designed for children but must be purchased by a parent or adult. Parents can guide their child through the lessons or allow them to progress at their own pace. Those under 18 may use the services only if a parent or guardian opens their account, handles any enrollments, and manages their account usage.This unique approach to learning the times tables, teaches a systematic method of breaking the multiplication chart down into three easy segments. The first portion teaches the concept of multiplication and practice of the lower facts. The next portion, is using a mnemonic memory-cue technique to memorize the upper, single digit facts. The last of portion covers the 11's and 12's times tables using tricks and memory stories to easily recall the answers. This course typically takes 2-4 weeks to complete, depending on your student's starting point. For example, a parent may choose to skip the "Intro to Multiplication" section if your child is already familiar with the material and jump straight into memorizing the upper facts in section #3. The memorization portion usually takes 2 weeks of review and practice-one week for each part. Many resources, including games, crossword puzzles, and additional tests, are available to reinforce learning during the review and practice period.By the end of the course, your student will effortlessly recall all the answers from the 1-12 times tables. Overview Section 1: Introduction Lecture 1 Let's Get Started! Lecture 2 Intro to Multiplication Lecture 3 Practice & Review of Lower Times Tables - (printable workbook) Section 2: Memorization - Part 1 Lecture 4 Meet the Characters- Part 1 (video) Lecture 5 Instructions (video) Lecture 6 Learn the Stories - Part 1 (video) Lecture 7 Game Show Quiz (video) Lecture 8 You're the Storyteller (video) Lecture 9 How it Works! (video) Lecture 10 Practice Flashcards (video) Lecture 11 Game Show (video) Lecture 12 Division Game Show (video) Lecture 13 Part 1 Printables (PDF) Section 3: Memorization - Part 2 Lecture 14 Instructions Lecture 15 Learn the Stories - Part 2 (video) Lecture 16 Game Show (video) Lecture 17 You're the Storyteller (video) Lecture 18 Practice Flashcards (video) Lecture 19 Game Show (video) Lecture 20 Division Game Show (video) Lecture 21 Part 2 Printables (PDF) Section 4: Review: 1-10 Times Tables Section 5: Memorization & Tricks for the 11's & 12's Times Tables Lecture 22 Review- 10's Times Tables (video) Lecture 23 Introduction- 11's & 12's Times Tables Tricks (video) Lecture 24 11's Double Trick (video) Lecture 25 Pencil & Eggs and Finger Trick (video) Lecture 26 Practice & Review of 11's & 12's Times Tables - (printable workbook) Section 6: Final Test: 1-12 Times Tables Lecture 27 Master Multiplication Chart Test Parents with students who are struggling to master the times tables.,Parents of elementary-age students that are ready to learn multiplication and mastery of the times tables.,Parents of students that struggle with recall of the multiplication facts.,Homeschool parents looking for a complete multiplication course from concept, to memorization to application.,Parents teaching their 3rd -5th grade children math skills. Homepage: https://www.udemy.com/course/times-tables-mastery-course-1-12-multiplication-facts/ DOWNLOAD NOW: Udemy - Times Tables Mastery Course 1-12 Multiplication Facts Rapidgator Links Download https://rg.to/file/5583aed93aca5a708063268da4709a1a/gnpbf.Times.Tables.Mastery.Course.112.Multiplication.Facts.part1.rar.html https://rg.to/file/6f2d107ea48fcd31449c2e98dde9ae53/gnpbf.Times.Tables.Mastery.Course.112.Multiplication.Facts.part2.rar.html Fikper Links Download https://fikper.com/OKitDRIjl4/gnpbf.Times.Tables.Mastery.Course.112.Multiplication.Facts.part1.rar.html https://fikper.com/fDBZVdORH8/gnpbf.Times.Tables.Mastery.Course.112.Multiplication.Facts.part2.rar.html : No Password - Links are Interchangeable

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Free Download Udemy - Starting a Business from Scratch Published: 2/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 1h 12m | Size: 988 MB Starting a Business from Scratch: Build Your Brand, Attract Customers & Manage Finances with Confidence! What you'll learn Start & Grow Your Dream Business! Set up legally & avoid costly mistakes. Build a brand & attract customers fast. Launch with confidence & make sales. Manage money & find funding easily. Requirements No Experience Needed! This course is designed for beginners-no prior business knowledge required. Just Bring Your Business Idea (or Curiosity!) Whether you have a solid idea or just a dream, this course will help you turn it into reality. Basic Internet Access You'll need a device (phone, tablet, or computer) to watch the lessons and complete activities. A Willingness to Take Action! This course is not just about learning-it's about doing. If you're ready to start, we're ready to guide you! Description Course Description: Starting a Business from ScratchReady to start your own business but don't know where to begin? This step-by-step course will guide you through everything you need to launch and grow a successful business-from choosing the right structure to branding, marketing, and financial planning.You'll learn how to:-Set up your business legally and avoid costly mistakes-Build a strong brand that attracts the right customers-Create a marketing strategy to boost sales-Manage finances, budget effectively, and explore funding options-Launch with confidence and scale for long-term successDesigned for beginners, this course breaks everything down into simple, actionable steps-no complicated jargon or prior experience needed! Whether you have a solid business idea or just a dream, you'll walk away with a clear roadmap to turn it into reality.Through expert guidance, practical exercises, and real-world examples, you'll gain the skills to avoid common pitfalls and make informed decisions. Plus, you'll get access to downloadable resources, checklists, and tools to help you stay on track.By the end of this course, you'll have the skills, tools, and confidence to start and grow your own business successfully.Let's turn your idea into income-enrol now and take the first step! Get started today and tell your friends too! Who this course is for Aspiring Entrepreneurs - If you've ever dreamed of starting your own business but don't know where to begin, this course is for you! Side Hustlers - Want to turn your passion into profit? Learn how to start and grow your business while balancing your job or studies. New Business Owners - If you've launched a business but feel lost with finances, marketing, or scaling, this course will give you a clear roadmap. Career Changers & Freelancers - Ready to be your own boss? This course will help you transition from employee to entrepreneur with confidence. Homepage: https://www.udemy.com/course/starting-a-business-from-scratch/ DOWNLOAD NOW: Udemy - Starting a Business from Scratch Rapidgator Links Download https://rg.to/file/6ff4d5a0705c7b7f9dff2c152020239d/frwhr.Starting.a.Business.from.Scratch.rar.html Fikper Links Download https://fikper.com/9PyoUtcOV1/frwhr.Starting.a.Business.from.Scratch.rar.html : No Password - Links are Interchangeable

Free Download Udemy - Sqlalchemy Orm Fundamentals Published: 2/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 6.56 GB | Duration: 10h 52m Master the power of SQLAlchemy ORM with the fundamentals of database interaction using Python. What you'll learn Set up the development environment, including Python, VSCode, and virtual environments for SQLAlchemy. Learn to define database tables as SQLAlchemy ORM models with relationships, constraints, and event listeners. Generate and manage database tables using SQLAlchemy ORM and PostgreSQL. Perform data insertion, updates, deletions, and manage transactions using SQLAlchemy ORM. Retrieve and manipulate database records efficiently using SQLAlchemy query utilities. Apply filtering techniques to refine database queries using SQLAlchemy ORM. Utilize different types of SQL joins to combine data from multiple tables. Perform data aggregation, grouping, and filtering to analyze database records. Requirements No programming experience needed, everything should be provided. Description Master the power of SQLAlchemy ORM with this in-depth course designed to teach you the fundamentals of database interaction using Python. Whether you're a developer, data professional, or aspiring backend engineer, this course will equip you with the skills to define, query, and manage databases efficiently.Starting with setting up your development environment, you'll learn how to define database models, establish relationships, and enforce constraints using SQLAlchemy's declarative ORM. You'll then dive into generating tables, inserting and updating records, and executing complex queries with filtering, joins, and aggregations.By the end of this course, you'll be able to integrate SQLAlchemy ORM into real-world projects, optimize data retrieval, and leverage the full power of Python for database management.This course is perfect for Python developers, backend engineers, data analysts, and anyone looking to gain expertise in ORM-based database operations.Learning OutcomesBy the end of this course, learners will be able to:1. IntroductionsUnderstand the course coverage, aims, and objectives.Explain the purpose of SQLAlchemy ORM and its advantages in database management.2. Preparing for DevelopmentSet up a development environment for SQLAlchemy on both Windows and macOS.Install Python and configure it for SQLAlchemy development.Set up VSCode for SQLAlchemy development on Windows and macOS.Create and manage virtual environments for dependency management.3. Fundamentals - Defining Database Tables (Models)Understand the structure of the database through an ERD.Create a new SQLAlchemy project with a declarative base.Define database tables using SQLAlchemy ORM models.Identify and apply different field types, including DateTime fields.Implement required, nullable, and default values in table columns.Enforce uniqueness constraints and define primary and foreign keys.Establish self-referencing relationships in tables.Implement on-delete behaviors for foreign key constraints.Define and manage many-to-many and one-to-one relationships.Introduce database-level constraints and event listeners.Utilize database-level event listeners (triggers) for automation.Convert models to Python type hinting for improved readability and maintainability.4. Fundamentals - Generating Tables from ModelsSet up PostgreSQL using Docker.Create a database engine using SQLAlchemy.Establish and manage ORM sessions for interacting with the database.Generate tables from ORM models.Drop and recreate tables as needed.5. Fundamentals - Inserting, Updating, and Deleting DataInsert records using add() and commit().Perform bulk inserts using add_all(), bulk_save_objects(), and bulk_insert_mappings().Update existing records with SQLAlchemy ORM.Track changes to ORM-managed objects.Insert records into tables with foreign keys and relationships.Use flush() to manage transactions effectively.Implement record deletion, including handling relationships.Secure sensitive fields through encryption techniques.Set and manage server-side default values.Use PostgreSQL and DataGrip to insert and update data efficiently.6. Fundamentals - Querying the DatabasePopulate the database with seed data.Retrieve records using SELECT.Filter records using WHERE conditions.Inspect raw SQL generated by SQLAlchemy ORM.Utilize common query utilities:first(), count(), limit(), exists(), and order_by().Implement @classmethod to define reusable query logic in models.7. Fundamentals - FilteringApply the where() filtering method.Combine filters using AND and OR logic.Use basic comparison operators for queries.Implement filtering functions such as like(), in_(), and between().Retrieve distinct records using distinct().Construct composable queries for better query optimization.8. Fundamentals - JoinsPerform inner joins for:Foreign key relationshipsOne-to-one relationshipsMany-to-many relationshipsPerform left joins for:Foreign key relationshipsOne-to-one relationshipsMany-to-many relationshipsExecute full outer joins and exclude specific results.9. Fundamentals - Aggregation and GroupingPerform aggregate calculations using:count(), sum(), avg(), min(), and max().Group results using group_by().Filter grouped results using having(). Beginner to Intermediate Python Developers - Those looking to integrate databases into their applications using SQLAlchemy ORM.,Data Analysts & Engineers - Professionals who need to interact with SQL databases programmatically.,Web Developers - Especially those working with Flask or FastAPI who need an ORM for database operations.,Software Engineers - Anyone building applications requiring efficient database querying and management.,Students & Computer Science Learners - Individuals learning about relational databases and ORM concepts.,Technical Enthusiasts - Anyone curious about SQLAlchemy and ORM-based database operations. 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Free Download Udemy - SAP IBP (Integrated Business Planning) Training Published: 2/2025 Created by: Zaran Tech MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 20 Lectures ( 23h 14m ) | Size: 14.8 GB Master SAP IBP: Optimize Supply Chain, Demand Planning, and Analytics for Efficient Business Operations. What you'll learn Master demand forecasting and planning to align with market needs using SAP IBP. Optimize inventory, supply, and production planning with SAP IBP. Use SAP IBP for effective alignment of supply and demand in S&OP processes. Leverage SAP IBP analytics & reporting tools to drive data-driven supply chain decisions. Requirements A computer with stable internet access for online learning. A keen interest in supply chain optimization and data-driven decision-making. Prior experience with SAP ERP or SAP SCM is beneficial but not mandatory. 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Free Download Udemy - React Native Masterclass Last updated: 3/2024 Created by: Andrija Gajic MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: All | Genre: eLearning | Language: English | Duration: 131 Lectures ( 18h 58m ) | Size: 10 GB Master React Native App Development with Firebase, Typescript, Stripe, and Best Practices for Building Scalable apps What you'll learn Build robust React Native apps with seamless user authentication, data storage, and image moderation. Integrate Stripe for secure in-app payments, enabling seamless purchases. Utilize TensorFlow JS for AI-driven content filtering, ensuring user-uploaded images adhere to guidelines. Leverage Firebase for real-time data syncing and cloud storage, enhancing app performance and scalability. Master TypeScript and testing in React Native projects, elevating code quality and maintainability. Setup and master testing with React Native expo Requirements Basic javascript knowledge is required, knowledge of react is nice to have but not necessary Description Description:Welcome to this comprehensive React Native course, where we'll guide you through the process of building scalable and engaging mobile apps for iOS and Android platforms using React Native, Firebase, TypeScript, testing, and Stripe.Throughout this course, you'll gain hands-on experience and in-depth knowledge of the following key topics:1. User Authentication: Learn how to create a secure and seamless authentication process using email and password, allowing users to sign up and log in with ease.2. Firebase Integration: Discover how to leverage the power of Firebase for storing data and managing real-time data syncing, as well as utilizing Cloud Storage for file uploads.3. 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Free Download Udemy - PHP and MySQL Beginners Course 2025 Published: 2/2025 Created by: Smatech Institute MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch Level: All | Genre: eLearning | Language: English | Duration: 28 Lectures ( 4h 4m ) | Size: 2.14 GB Learn PHP the Easy Way What you'll learn PHP Basics: Understand the core syntax and structure of PHP. Master variables, data types, and constants for efficient code writing PHP Operators & Conditional Statements: Learn how to use operators. Implement decision-making in your applications using if, else, elseif, and switch statement Loops & Iterations in PHP: Efficiently execute repetitive tasks using for, while, do...while, and foreach loops. Working with Arrays & Multidimensional Arrays: Manipulate indexed, associative, and multidimensional arrays. Functions & Best Practices: Create reusable functions to simplify complex tasks PHP Strings & String Manipulation: Perform advanced string operations including concatenation, searching, and replacement Object-Oriented Programming (OOP) in PHP: Apply OOP principles in real-world PHP examples PHP Forms: Design and process HTML forms securely with PHP. Use GET and POST methods to handle form submissions. Integrating PHP and MySQL:Connect PHP applications to a MySQL database using MySQLi. Perform CRUD (Create, Read, Update, Delete) operations with MySQL. Requirements Computer Literacy required Description Welcome to the Complete PHP and MySQL Course - Your Ultimate Guide to Mastering PHP Development! Are you ready to become a proficient PHP developer? Whether you're just starting your coding journey or looking to level up your web development skills, this comprehensive course is designed to take you from the basics to advanced PHP concepts. Learn how to build robust, dynamic, and scalable web applications with PHP-the language powering millions of websites worldwide.What You'll Learn in This Course: PHP Basics:Understand the core syntax and structure of PHPMaster variables, data types, and constants for efficient code writingPHP Operators & Conditional Statements:Learn how to use arithmetic, comparison, and logical operatorsImplement decision-making in your applications using if, else, elseif, and switch statementsLoops & Iterations in PHP:Efficiently execute repetitive tasks using for, while, do...while, and foreach loopsLearn loop control techniques to optimize your codeWorking with Arrays & Multidimensional Arrays:Manipulate indexed, associative, and multidimensional arraysPerform array operations, sorting, and iteration for data managementFunctions & Best Practices:Create reusable functions to simplify complex tasksExplore parameter handling, return types, and scopeLearn best practices for clean, maintainable PHP code PHP Strings & String Manipulation:Perform advanced string operations including concatenation, searching, and replacementMaster regular expressions and string parsing for dynamic content generationObject-Oriented Programming (OOP) in PHP:Dive into classes, objects, Apply OOP principles in real-world PHP examples Working with Forms and MySQL:Design and process HTML forms securely with PHPUse GET and POST methods to handle form submissionsValidate and sanitize user input to prevent security vulnerabilitiesConnect PHP applications to a MySQL database using MySQLiPerform CRUD (Create, Read, Update, Delete) operations with MySQLUse prepared statements to safeguard against SQL injection Who this course is for This course is for PHP Beginners Homepage: https://www.udemy.com/course/php-beginners-course-2025/ DOWNLOAD NOW: Udemy - PHP and MySQL Beginners Course 2025 Rapidgator Links Download https://rg.to/file/b7db5271a20506da9406c5f5e71520d6/sylwn.PHP.and.MySQL.Beginners.Course.2025.part1.rar.html https://rg.to/file/7f4af5e8aa487fb59ba0f8fa3e1402f5/sylwn.PHP.and.MySQL.Beginners.Course.2025.part2.rar.html https://rg.to/file/78ecb949af4dda9fadadc73bf8e7f3d9/sylwn.PHP.and.MySQL.Beginners.Course.2025.part3.rar.html Fikper Links Download https://fikper.com/khz78386H3/sylwn.PHP.and.MySQL.Beginners.Course.2025.part1.rar.html https://fikper.com/Hcqlowi7D8/sylwn.PHP.and.MySQL.Beginners.Course.2025.part2.rar.html https://fikper.com/n1CYFBEjiC/sylwn.PHP.and.MySQL.Beginners.Course.2025.part3.rar.html : No Password - Links are Interchangeable