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Free Download Data-Centric Machine Learning with Python - Hands-On Guide Published: 3/2025 Created by: Meta Brains,Skool of AI MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: All | Genre: eLearning | Language: English | Duration: 37 Lectures ( 3h 35m ) | Size: 2 GB Master data preprocessing, feature engineering, and ML modeling techniques with a hands-on loan prediction project. What you'll learn Preprocess data effectively for machine learning models. Perform exploratory data analysis using Python libraries. Differentiate between supervised and unsupervised learning. Build and optimize machine learning algorithms in Python. Create insightful data visualizations and plots. Apply feature engineering techniques to improve models. Evaluate model performance with appropriate metrics. Solve real-world problems using machine learning workflows. Requirements Basic understanding of Python programming. Familiarity with high school-level math concepts. A computer with Python and necessary libraries installed. No prior data science or machine learning knowledge needed! Description In a world where data is the new oil, mastering machine learning isn't just about algorithms-it's about understanding the data that fuels them.This intensive 3-4 hour course dives deep into the data-centric approach to machine learning using Python, equipping participants with both theoretical knowledge and practical skills to extract meaningful insights from complex datasets. The curriculum focuses on the critical relationship between data quality and model performance, emphasizing that even the most sophisticated algorithms are only as good as the data they're trained on.Participants will embark on a comprehensive learning journey spanning from foundational concepts to advanced techniques. Beginning with an introduction to machine learning paradigms and Python's powerful data science ecosystem, the course progresses through the crucial stages of data preparation-including exploratory analysis, handling missing values, feature engineering, and preprocessing. Students will gain hands-on experience with supervised learning techniques, mastering both regression and classification approaches while learning to select appropriate evaluation metrics for different problem types.The course extends beyond basic applications to cover sophisticated model selection and validation techniques, including cross-validation and hyperparameter tuning, ensuring models are robust and generalizable. Unsupervised learning methods such as clustering and anomaly detection further expand participants' analytical toolkit, while specialized topics like text analysis, image classification, and recommendation systems provide insight into real-world applications.The learning experience culminates in a practical loan prediction project where participants apply their newly acquired knowledge to develop a predictive model for loan approvals based on applicant information-bridging theoretical understanding with practical implementation. Through this hands-on approach, students will develop the critical thinking skills necessary to tackle complex machine learning challenges in various professional contexts, making this course ideal for aspiring data scientists, analysts, and technology professionals seeking to leverage the power of data-centric machine learning.Don't wait! Transform your career with this focused course that delivers in hours what others learn in months. With companies actively seeking data-centric ML skills, secure your spot now to gain the competitive edge that commands premium salaries. Your future in data science starts here! Who this course is for Beginners looking to explore machine learning concepts. Python programmers wanting to expand their skill set. Data analysts eager to transition into machine learning. Students interested in practical applications of data science. Professionals seeking to automate data-driven decision-making. Enthusiasts curious about building predictive models. 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Free Download Crash Courses - Supply Chain & Logistic Imports - Simplified Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.37 GB | Duration: 0h 43m New to importing? Get the essential Overview from a 40-year supply chain and logistics pro and avoid common pitfalls. What you'll learn US Customs Import process - Document Flow process: Why timely submissions matter US Customs Entry - Required Documents for Import shipments Acryonyms - The Language of Supply Chain & Logistrics, including Ocean, Air, Truck, Regulatory entities Ocean & Air Imports the Basics - General Overview of Incoterms (transfer of power) and governmental entities invovled based on the Importered Commodity. Requirements No expereince reqired - This course is tailored to Beginners & Intermediate, high school & college students looking for their niche career. Come learn from a 40 Year Subject Matter Expert in Supply Chain & Global Logistics. No prior experience is needed! This course is designed for beginners and intermediate learners, including high school and college students exploring career paths. Learn from a seasoned expert with 40 years of experience in Supply Chain and Global Logistics. Description Master the intricacies of US import shipments and accelerate your global supply chain career with insider knowledge from a seasoned expert. This course unlocks the secrets of US import logistics, providing you with the tools and simplified processes to navigate complex import procedures efficiently. Benefit from 40 years of experience and fast-track your path to success in global trade. Learn from a 40-year international trade expert and gain the knowledge to simplify complex import processes, from paperwork to product arrival. Confidently manage US import shipments like a pro and streamline your global supply chain. From navigating paperwork to ensuring timely product arrival, this course demystifies US import logistics. Gain a competitive edge in the global marketplace! Learn the insider secrets to effectively manage US import shipments from a seasoned 40-year international trade expert. Skilled logisticians are in demand across a wide range of industries, including production, sales, manufacturing, retail resupply, and service providers - essentially anywhere involved in the journey from concept to finished product. International trade expertise and a willingness to travel are highly valued assets. Logistics offers a stable, "recession-proof" career path, often deemed an essential occupation. This field is particularly well-suited for driven, "alpha" personalities who thrive on challenges and enjoy collaborating with global teams. By the end of the course, you'll be able to simplify import processes, navigate paperwork with ease, ensure seamless product arrival, and ultimately accelerate your career in global trade. Beginner & Mid-Level Supply Chain & Logistics: US Import general Overview with practical application needed when hired.,Alpha personalities that thrive under pressure - no two days are the same in global logistics. If you like a challenge, geography, international currencies, foreign foods & culture? If striving to master intricate processes globally is where you excel? Try Intl Supply Chain & Logistics.,Success is born from collaboration. Whether it's sports or any shared objective, achieving goals is easier together. Are you a team player, capable of working effectively with diverse individuals in local and global contexts? The supply chain and logistics field thrives on the robust network of relationships that connect professionals worldwide. Homepage: https://www.udemy.com/course/crash-courses-supply-chain-logistic-imports-simplified/ AusFile https://ausfile.com/fqnnugncmye2/knhlo.Crash.Courses.Supply.Chain..Logistic.Imports..Simplified.part1.rar.html https://ausfile.com/7akskuvgmp2d/knhlo.Crash.Courses.Supply.Chain..Logistic.Imports..Simplified.part2.rar.html Rapidgator Links Download https://rg.to/file/332e552e81a8fe0811576e45a4efed4f/knhlo.Crash.Courses.Supply.Chain..Logistic.Imports..Simplified.part1.rar.html https://rg.to/file/d3598ce9b3c346187ee3144424c8642c/knhlo.Crash.Courses.Supply.Chain..Logistic.Imports..Simplified.part2.rar.html Fikper Links Download https://fikper.com/97jAAhUA2u/knhlo.Crash.Courses.Supply.Chain..Logistic.Imports..Simplified.part1.rar.html https://fikper.com/FU52QLEwk4/knhlo.Crash.Courses.Supply.Chain..Logistic.Imports..Simplified.part2.rar.html No Password - Links are Interchangeable

Free Download Contract Testing in Action, Video Edition by Lewis Prescott, Marie Cruz Published:: January 2025 Duration: 6h 28m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 44.1kHz, 2ch | Size: 1.17 GB Genre: eLearning | Language: English In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video. Contract testing is a simple, reliable way to make sure that each service and API plays nice with other components so you can deploy independently and safely. Large, loosely coupled systems have hundreds, even thousands, of interactions-and traditional testing can often struggle to keep up! Enter contract testing. This rapidly growing new approach checks API and service compatibility by verifying it against an agreed contract. No more unexpected integration issues, and no more breaking things in production! In Contract Testing in Action you'll learn The core concepts and practices of contract testing Testing microservices with Pact Consumer-driven and bi-directional testing Building a contract testing framework Converting API integration tests to contract tests Contract Testing in Action introduces the practice of contract testing through engaging hands-on examples. You'll learn how to introduce contract tests for multiple different types of communication, from REST APIs to event-driven architecture. By the end of this practical guide, you'll be comfortable with advanced contract testing concepts like can-i-deploy, provider states, and webhooks. You'll even get tips on how to introduce contract testing to your team and other business stakeholders. About the Technology It's difficult to test API and event-based services that can be used by many applications simultaneously through a complex network of integrations. Contract testing offers a straightforward solution. API and service compatibility are verified against agreed-upon contracts that each component in the system-and the developers that build them-can understand and respect. This transformative technique helps uncover integration issues early and adds vital transparency to any system. About the Book Contract Testing in Action makes it easy for your team to adopt contract testing for microservices and other API-centric systems. You'll start by learning how contract testing fits into the software development lifecycle, and then you'll explore practical methods to integrate it with your own tech stack and practices. You'll use leading contract testing tools-including Pact, PactFlow, and GitHub Actions-to build your own contract testing framework, set up consumer-driven contract testing for REST and GraphQL APIs, and integrate it into your CI/CD pipeline. What's Inside Testing microservices with Pact Consumer-driven and bi-directional contract testing Building a contract testing framework Converting API integration tests to contract tests https://www.oreilly.com/library/view/contract-testing-in/9781633437241VE/ AusFile https://ausfile.com/ncpuoe2rk7mh/mljmk.Contract.Testing.in.Action.Video.Edition.part1.rar.html https://ausfile.com/5mi60x0s9q10/mljmk.Contract.Testing.in.Action.Video.Edition.part2.rar.html TakeFile Links Download https://takefile.link/h8taygi3x7yi/mljmk.Contract.Testing.in.Action.Video.Edition.part1.rar.html https://takefile.link/hyg3rk7nt7y2/mljmk.Contract.Testing.in.Action.Video.Edition.part2.rar.html Rapidgator Links Download https://rg.to/folder/8008529/ContractTestinginActionVideoEdition.html Fikper Links Download https://fikper.com/bdjAPBA2vo/mljmk.Contract.Testing.in.Action.Video.Edition.part1.rar.html https://fikper.com/PedSWAPUBi/mljmk.Contract.Testing.in.Action.Video.Edition.part2.rar.html No Password - Links are Interchangeable

Free Download Biomimicry In Product Design - Innovate Like Nature Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 2.00 GB | Duration: 0h 48m Harness Nature's Genius to Create Sustainable, High-Performance Products What you'll learn Understand the core principles of biomimicry and how nature's strategies can be applied to innovative product design. Explore real-world biomimicry applications in industries like architecture, fashion, robotics, and sustainability. Learn how to design products inspired by nature using biomimetic thinking, circular design, and evolutionary efficiency. Develop your own biomimetic product concept through hands-on exercises, case studies, and a final design challenge. Requirements No prior experience in biomimicry or product design is required! This course is beginner-friendly. Basic understanding of design, engineering, or sustainability (optional). Interest in innovation, product development, or nature-inspired solutions. A creative mindset and willingness to think outside the box. No special tools or software needed-just curiosity and a passion for learning from nature! Description Nature has already solved the toughest design challenges-now it's your turn to apply its wisdom!This course will take you on an exciting journey into biomimicry, the cutting-edge field where biology meets innovation. From self-cleaning surfaces inspired by lotus leaves to ultra-strong materials modeled after spider silk, biomimicry is revolutionizing industries such as architecture, engineering, fashion, and consumer products.What you'll learn: The core principles of biomimicry and why nature is the ultimate design mentorHow to observe, analyze, and apply biological strategies to product development Real-world case studies of biomimetic innovations that have transformed industries How to use AI, 3D printing, and generative design to prototype biomimetic productsA step-by-step design challenge to create your own nature-inspired productWho Is This Course For?Product Designers & Engineers - Learn how to integrate biomimicry into your design processEntrepreneurs & Innovators - Discover how to build the next breakthrough productSustainability Enthusiasts - Develop solutions that are energy-efficient, waste-free, and planet-friendly Students & Professionals - Gain a future-proof skill that's shaping the next wave of innovationWhy Take This Course? Industry-Relevant - Biomimicry is already shaping the future of design and sustainability Hands-On Approach - Includes brainstorming exercises, case studies, and a final biomimetic design project Sustainable & Impactful - Learn to create products that work in harmony with natureWhether you're looking to create next-gen materials, smarter technology, or more efficient systems, this course will equip you with the mindset and methods to innovate like nature.Join Now & Start Designing the Future with Biomimicry! Product Designers & Engineers - Learn how to integrate biomimicry into your design process for more efficient and sustainable innovations.,Entrepreneurs & Innovators - Discover nature-inspired solutions that can help create groundbreaking products and businesses.,Sustainability Enthusiasts - Understand how biomimicry can drive eco-friendly and circular design solutions.,Architects & Urban Planners - Explore biomimetic principles that can shape smarter, more sustainable buildings and cities.,Students & Researchers - Gain insights into cutting-edge biomimetic applications across multiple industries,Anyone curious about how nature inspires innovation! No prior experience needed-just an open mind and a passion for learning from the natural world. Homepage: https://www.udemy.com/course/biomimicry-in-product-design-innovate-like-nature/ AusFile https://ausfile.com/k06rpq22f0ef/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part1.rar.html https://ausfile.com/289pt1m1i3fv/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part2.rar.html https://ausfile.com/lwqnu590ctb0/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part3.rar.html Rapidgator Links Download https://rg.to/file/8a3aceb6830e02ff102d743a113d5578/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part1.rar.html https://rg.to/file/728c612988f0ef766866b55d7464cb08/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part2.rar.html https://rg.to/file/ecc9f7c52fc8910e036c23264d1395ad/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part3.rar.html Fikper Links Download https://fikper.com/kpLyIfmg1Y/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part1.rar.html https://fikper.com/ZVhRtJjcje/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part2.rar.html https://fikper.com/yH4H2qUinJ/upnjq.Biomimicry.In.Product.Design.Innovate.Like.Nature.part3.rar.html No Password - Links are Interchangeable

Free Download TTC - Money and Banking - What Everyone Should Know Last updated: 3/2025 By Michael K. Salemi, Ph.D. Professor, University of North Carolina, Chapel Hill MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 36 Lessons ( 18h 11m ) | Size: 15.2 GB From the invention of coins by the ancient Lydians to the 21st-century eurozone, human history tells the story of ingenious financial systems and the never-ending quest for economic solutions. Today, our global economy is both fascinating and dizzyingly complex-challenging even experts to comprehend it fully. But one thing remains clear: Money and finance play a deeply fundamental role in your life. Money is a social contract that affects the decisions of nations and individuals. Our financial institutions drive our political systems and the growth of nations. And money and banking are indispensable in both your daily financial transactions and your most essential long-term plans. A working knowledge of money and banking systems is critically useful in several ways It helps you understand the complex and often bewildering world of finance. It helps you to "read" the current economic climate, to make sense of what you see in the media, and to gauge where the economy is headed. It gives you key insights into society and the economic issues in life. It allows you to comprehend integral aspects of history and the way civilization developed. Perhaps most important, it helps you to plan your own life and to make key financial decisions for yourself and your family. Speaking to all of this in Money and Banking: What Everyone Should Know, economist and award-winning Professor Michael K. Salemi of The University of North Carolina at Chapel Hill leads you in a panoramic exploration of our monetary and financial systems, their inner workings, and their crucial role and presence in your world. In 36 incisive and detailed lectures, he gives you a penetrating look at the financial institutions that are fundamental to your life and well-being. Beginning with the colorful history of money, including the monetary history of the United States, you investigate pivotal topics, including the crucial role of public confidence in the stability of our financial system; how money is Created by: commercial and central banks; how "Wall Street" and "Main Street" are inextricably intertwined, each requiring the success of the other; the dramatic history and causes of hyperinflation; the uses of "local" currencies and nontraditional monetary systems; the thorny problem of financial firms that are deemed "too big to fail," and why being named "TBTF" gives firms an incentive to engage in risky investments; the irrational psychology of stock market "bubbles," in which investing becomes speculative gambling; and why the value of the dollar depends on interest rates elsewhere in the world. Dr. Salemi reveals all of this and more as a great and rousing human story, with remarkable details of how financial systems came into being, the problems they're designed to solve, and how they've evolved and changed. While those with knowledge of economics will find rich depth in these lectures, the course is also a welcoming entry for those with no background in finance. Explore the Core Institutions of Economic Life As a guiding theme of the course, you observe the ways in which economies require efficient and evolving financial institutions and markets to fulfill their potential. In building a full view of our financial system, you delve into these vital subjects Central banks and the Federal Reserve: You learn in depth about the roles and functions of central banks, how they oversee economies and control money supply, and what makes the Fed and the European Central Bank the most powerful financial institutions in the world. Commercial banks: You study the operation of commercial banks and other depository institutions, their asset structure, the services they perform, and the important benefits they provide for depositors, savers, and borrowers. Interest rates and interest rate policy: Five lectures are devoted to the broad subject of interest rates-the economic forces that determine them, their effects in both national and international finance, and how they impact investing and borrowing. Bond and stock markets: You investigate what securities markets offer to investors and the issuers of securities, the ins and outs of stock pricing and bond yields, and why these markets play an essential role in economies. Monetary policy: You study the function of monetary policy on the part of governments, central banks, and the International Monetary Fund in stabilizing economies, intervening in crises, and overseeing the world financial system. Foreign exchange and international banking: You explore topics such as the factors governing currency exchange, how exchange rates affect international trade, and why international banking is a crucial feature of globalization. Grasp the Workings of a Global System Across the arc of Money and Banking, you tackle key topics that shed light on the functioning of our financial system as a whole. Early in the lectures, you study the critical subject of inflation and its relationship to the consumer price index and to excess money growth. You also investigate the causes and implications of the federal deficit and the national debt. Economic growth, it turns out, is directly related to investment in a nation's "capital stock"-the buildings, equipment, and human resources used in the production process. In the international arena, you learn what happens when a nation imports more than it exports, and the implications of trade deficits in global economic relationships. You consider the important matter of how central banks steer clear of political pressures and the question of monetary policy coordination between nations, weighing the significant benefits to the global economy of cooperation between central banks. A Dynamic and Multilayer Resource for Learning Professor Salemi brings these lectures alive with the flair of a provocative and thoroughly engrossing storyteller. An expert in economic education, he communicates the principles of finance as compelling lessons in human ingenuity, showing you vividly how each economic innovation responds to real-life challenges and dilemmas. You engage with detailed case studies, historical incidents, and current events in understanding topics ranging from investment decisions and the regulation of financial firms to the system of "floating" currency exchange rates. You also study the underlying logic and meaning of financial concepts and the mathematical formulas that express them if you are interested in learning more about the mathematical dimension of money and banking. In addition, Professor Salemi amplifies the lectures with diagrams, graphs, and animations that clearly illustrate the course content. These helpful visual aids are also included in the course guidebook, so audio listeners can consult and take advantage of them as well. Essential Knowledge for Living In Money and Banking: What Everyone Should Know, Professor Salemi offers you the rare chance to gain a grounded understanding of our monetary and financial systems in 36 content-rich lectures. This core knowledge is permanently useful, both in comprehending economic systems at home and abroad and in making informed financial choices for yourself. Take this opportunity to grasp the vital elements of finance that directly affect our way of life, our national concerns, and your own life and future. 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