Machine Learning Projects

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image analysis, each new project builds on what you’ve learned in previous chapters. You’ll build a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete...

Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required.

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. The book addresses real-life problems faced by practitioners on a daily basis and explains scientifically sound solutions using math, supported by code and examples. 

Master artificial intelligence and machine learning without the heavy math to accelerate your software engineering career. Perfect for your focused daily commute or deep-work sessions, this practical audio experience empowers working developers to transition from basic scripting to building...

Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems.

Artificial intelligence is most valuable when it helps solve real problems, support meaningful work, and simplify everyday responsibilities. Artificial Intelligence for Real Tasks is a practical guide that shows listeners how to apply AI effectively in work, learning, and personal projects. Written for beginners and everyday users, this book focuses on actionable methods that help turn AI from an interesting technology into a useful productivity tool.

USA TODAY BESTSELLER! Make financial freedom real with the right mindset, right process, and right action steps Does it feel like you’re missing out on life because you can't get your finances in order? Are you seeking a life free of financial fear and full of meaning, purpose, and impact? The...

Master artificial intelligence and data science fundamentals without drowning in complex math or academic jargon. Perfect for your daily commute, this empowering guide transforms intimidating tech concepts into accessible, career-boosting skills. Whether you are pivoting roles or leading a...

Are you a machine-learning enthusiast looking for a practical day-to-day application? Or are you just trying to incorporate machine-learning software in your trading decisions? This audiobook is your answer.

Bridge the gap between flashy AI demos and robust software engineering by building autonomous agents that drive results. Whether you are optimizing your morning commute with focused learning or architecting your tech startup during deep work sessions, this pragmatic guide delivers the exact...

Would you like to learn how to use Python to generate machine learning models but you think it would be too difficult? Or perhaps you want to automate simple things with your computer but you don’t know how to do it? Here's the deal.... As a beginner you might think that programming is complex.... Learning artificial intelligence coding can take months, and the possibility to give up before mastering it could be high.

Unlock the Power of Generative AI: Master Creativity, Deep Learning, and Advanced AI in One Essential Collection! Are you ready to revolutionize your creativity, career, and understanding of artificial intelligence? Whether you're an absolute beginner or looking to sharpen your AI expertise, this book collection takes you on a transformative journey through the world of Generative AI, Deep Learning, and Neural Networks. Discover How AI Can Save You Time, Enhance Creativity, and Propel Your Career Forward!

This audiobook includes two manuscripts, Machine Learning and Agile Project Management. Machine learning is vital to the world of information technology. While many people may have no idea what machine learning is, they probably use it in their daily lives. Agile project management has grown in popularity over the past several years. Those that have implemented the agile strategies you will learn in this audiobook are the ones that will be around for years to come.

Take a data-first and use-case-driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems.

Your ultimate guide on machine learning, agile project management, and hacking. This audiobook includes three manuscripts! Machine learning, agile project management, and hacking are vital to the world of information technology and have changed drastically in recent years. This guidebook has all the information that you need to learn about some of the most common applications and attacks in the world today as well as some of the things that you can do to protect and educate yourself.

Learn Claude from beginner to mastery, even if you have never used AI before. Learning Claude from Beginner to Mastery is an unofficial, plain-English guide to using Claude AI for writing, research, planning, productivity, automation, business, coding support, and real-world workflows. This book is designed for complete beginners, busy professionals, entrepreneurs, freelancers, students, creators, and non-technical users who want to stop guessing and start getting useful results from Claude. You do not need coding experience. You do not need a technical background.

Master predictive modeling and machine learning to turn raw data into powerful business strategies without writing code. Whether you are upskilling during your morning commute or leading a data project, this empowering guide demystifies complex analytics. Step into the boardroom with the...