Machine Learning Techniques

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...

A collection of shockingly prescient stories covering topics from aliens to AI, including some that have never before been seen, from the New York Times bestselling author of the Silo trilogy Hugh Howey is known for crafting riveting and immersive page-turners of boundless imagination, spawning...

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.

If you need a go-to guide with numerous examples and coded programs, Python Machine Learning will be the answer. If you want to train your own models and enhance them to achieve your demand, Python Machine Learning is the exact tool. Do you want to train the machines and model to carry out complex jobs with accurate date and predictions in a more efficient way? Do you want to have a quick start in the right direction to enter into the Python world?  

The Neuroscience of Learning: How Brain Science and AI Can Elevate Your Learning What if you could learn faster, retain information more effectively, and unlock hidden potential within your mind? In The Neuroscience of Learning, discover the groundbreaking science behind how we learn and the practical applications that can make us all better learners. Blending leading-edge neuroscience with everyday insights, this book offers a transmutative look at how our brains function during learning, the influence of emotions and motivation, and the remarkable ways our brains’ neuroplasticity allows...

This textbook, "Statistical Techniques for Machine Learning," is born from a desire to bridge this gap. It is crafted specifically for the next generation of technologists—the B.Tech and M.Tech students who will build the future. Our philosophy is simple: to demystify the statistical principles that are the lifeblood of machine learning. We eschew overly dense mathematical notation in favor of intuitive explanations, practical examples, and a clear line of sight from statistical theory to real-world ML application. Key Features of This Book: 1. NEP 2020 & AICTE Compliant: The structure ...

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

Digital technologies transformed the people’s day to day life and businesses organizations the way they work. It saved their time, accessibility and cost. It provided new opportunities, new markets, and new products to the organizations. Digital revolution started with the introduction of Computers, Internet, Mobile phones, Social media networks, Cloud computing, Big Data, Internet of Things, 3D Printing, Machine learning, Virtual reality, Natural Language Processing, Block Chain, Artificial Intelligence, Robotics and Quantum Computing. Digital technologies are so dynamic and it becomes ...

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.

Featured by Tableau as the first of "7 Books About Machine Learning for Beginners." Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add "Machine Learning" to your LinkedIn profile? Well, hold on there.... Before you embark on your journey, there are some...

Here’s the solution you've been waiting for! The Ultimate Guide that simplifies AI concepts into easy-to-understand language while providing practical, real-world examples and ethical considerations. Dive into the world of artificial intelligence without feeling overwhelmed by the technical jargon. Learn to advance your career, shift into a new field, or satisfy your curiosity with practical and ethical AI applications. Most beginners, career shifters, creative minds, and tech enthusiasts face the same challenges. But that can change with the transformative insights you’ll find in this ...

Ned discovers a hard truth about his past but will it also endanger the future of the universe? After reconnecting with an old acquaintance, Hank’s AI companion is on the hunt for more information and it just might bring them closer than ever to Twain. But the old Enemy AI has a few tricks up his sleeve. And while they pursue the villain, the crew also find themselves in the crosshairs. Having angered a shadowy sect, the hunters become the hunted.

Dataset shift in machine learning is one of the most critical and underappreciated challenges in deploying ML models to production. Are your models silently failing? Whether you're working in healthcare, finance, NLP, or computer vision, distribution shifts in real-world data are inevitable. They erode performance, break assumptions, and destroy user trust. This book shows you how to detect, diagnose, and adapt. Dataset Shift in Machine Learning: Theory, Detection, Correction & Deployment Practices is a graduate-level technical guide designed for data scientists, ML engineers, and AI ...

Maximize equipment reliability. Reduce downtime. Harness the power of AI for smarter oil analysis. In today’s competitive industrial environment, machinery failures are costly—not just in repairs, but in lost production and efficiency. This enhanced edition of Machinery Oil Analysis & Condition Monitoring combines proven oil analysis methods with the latest in artificial intelligence, IoT, and predictive maintenance strategies. Drawing on over a decade of engineering experience, Mohammed Hamed Ahmed Soliman provides a practical, hands-on guide to implementing modern oil analysis ...

AI Security: Using Machine Learning Techniques to Detect and Counter Cyber Threats focuses on the application of artificial intelligence, particularly machine learning, to enhance cybersecurity. The book is divided into several sections that cover various aspects of AI security.

Artificial Intelligence is everywhere— Learn by Doing. This book takes a proven approach by walking you through 60 days of detailed Activities, Prompts, and Reflections in plain English. Inside this book, readers will learn how to: • Understand what artificial intelligence really is and how it works without needing a computer science degree or any technical background • Recognize the AI tools you are already using every day in your email, banking, navigation, health tracking, and online shopping • Evaluate when to trust AI outputs and when to question its recommendations using a ...

Machine learning is changing the world. You use machine learning every day and probably don’t know it. In this audiobook, you will learn how ML grew from a desire to make computers able to learn.

2 Books in 1: Master AI from the Basics to Creative Prompts! Unlock the power of Artificial Intelligence with this easy-to-understand, 2-in-1 guide designed for everyday people. Whether you're just starting out or ready to explore creative prompt engineering, this book is your roadmap to real-world AI skills. Book 1: AI Made Simple for Beginners - Understand AI without technical jargon - Learn how ChatGPT and AI tools work - Discover how to use AI in your daily life and business Book 2: AI Next Step – Prompt Engineering - Go beyond the basics with creative prompts - Learn prompt ...

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.

Are you looking for an options trading crash course to become a skillful trader? If yes, this is the right book for you. An option is a contract that permits an investor to purchase or sell a fundamental instrument. Buying and selling options are done on the options market, which trades contracts dependent on protections. Options trading is a speculative trade. However, since your investment is small, your risks are low. When you enter into an options trade, the highest amount of money you can lose is the invested capital. In options trading, this capital is small as compared to the ...