CRACKING THE CODE: Mastering Machine Learning Algorithms (2024 Guide for Beginners)

"Cracking the Code" unveils the secrets of machine learning algorithms, guiding you through the intricate world of artificial intelligence with clarity and depth. Whether you're an aspiring data scientist, a seasoned machine learning practitioner, or simply curious about the technology shaping our future, this book equips you with the knowledge and skills to harness the power of machine learning effectively.

  • Comprehensive Coverage: Dive deep into the core concepts and algorithms of machine learning, from regression and classification to clustering and reinforcement learning. With clear explanations and real-world examples, this book demystifies complex topics, empowering you to understand how machine learning algorithms work and how to apply them to solve practical problems.
  • Hands-On Practice: Put theory into practice with hands-on exercises and coding examples in Python. Gain practical experience implementing machine learning algorithms and techniques, and learn how to evaluate model performance, tune hyperparameters, and interpret results effectively.
  • Advanced Techniques: Explore advanced topics in machine learning, including deep learning, ensemble methods, and natural language processing. Learn how to leverage cutting-edge techniques and algorithms to tackle complex challenges and extract meaningful insights from large datasets.
  • Real-World Applications: Discover how machine learning is transforming industries and revolutionizing various fields, from healthcare and finance to marketing and cybersecurity. With case studies and examples drawn from diverse domains, this book illustrates the practical applications of machine learning and inspires you to explore new possibilities in your own work.
  • Unlock Your Potential: Whether you're looking to advance your career, launch innovative projects, or simply deepen your understanding of machine learning, "Cracking the Code" provides the tools and knowledge you need to succeed. Empower yourself with the skills and insights to unlock the full potential of machine learning and shape the future of technology.

Ready to unlock the secrets of machine learning and unleash your potential? Dive into "Cracking the Code" and embark on an exciting journey into the world of artificial intelligence. Get your copy now and join the ranks of machine learning experts shaping the future of technology!

 

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CRACKING THE CODE: Mastering Machine Learning Algorithms (2024 Guide for Beginners)

"Cracking the Code" unveils the secrets of machine learning algorithms, guiding you through the intricate world of artificial intelligence with clarity and depth. Whether you're an aspiring data scientist, a seasoned machine learning practitioner, or simply curious about the technology shaping our future, this book equips you with the knowledge and skills to harness the power of machine learning effectively.

  • Comprehensive Coverage: Dive deep into the core concepts and algorithms of machine learning, from regression and classification to clustering and reinforcement learning. With clear explanations and real-world examples, this book demystifies complex topics, empowering you to understand how machine learning algorithms work and how to apply them to solve practical problems.
  • Hands-On Practice: Put theory into practice with hands-on exercises and coding examples in Python. Gain practical experience implementing machine learning algorithms and techniques, and learn how to evaluate model performance, tune hyperparameters, and interpret results effectively.
  • Advanced Techniques: Explore advanced topics in machine learning, including deep learning, ensemble methods, and natural language processing. Learn how to leverage cutting-edge techniques and algorithms to tackle complex challenges and extract meaningful insights from large datasets.
  • Real-World Applications: Discover how machine learning is transforming industries and revolutionizing various fields, from healthcare and finance to marketing and cybersecurity. With case studies and examples drawn from diverse domains, this book illustrates the practical applications of machine learning and inspires you to explore new possibilities in your own work.
  • Unlock Your Potential: Whether you're looking to advance your career, launch innovative projects, or simply deepen your understanding of machine learning, "Cracking the Code" provides the tools and knowledge you need to succeed. Empower yourself with the skills and insights to unlock the full potential of machine learning and shape the future of technology.

Ready to unlock the secrets of machine learning and unleash your potential? Dive into "Cracking the Code" and embark on an exciting journey into the world of artificial intelligence. Get your copy now and join the ranks of machine learning experts shaping the future of technology!

 

7.99 In Stock
CRACKING THE CODE: Mastering Machine Learning Algorithms (2024 Guide for Beginners)

CRACKING THE CODE: Mastering Machine Learning Algorithms (2024 Guide for Beginners)

by MAX HARPER
CRACKING THE CODE: Mastering Machine Learning Algorithms (2024 Guide for Beginners)

CRACKING THE CODE: Mastering Machine Learning Algorithms (2024 Guide for Beginners)

by MAX HARPER

eBook

$7.99 

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Overview

"Cracking the Code" unveils the secrets of machine learning algorithms, guiding you through the intricate world of artificial intelligence with clarity and depth. Whether you're an aspiring data scientist, a seasoned machine learning practitioner, or simply curious about the technology shaping our future, this book equips you with the knowledge and skills to harness the power of machine learning effectively.

  • Comprehensive Coverage: Dive deep into the core concepts and algorithms of machine learning, from regression and classification to clustering and reinforcement learning. With clear explanations and real-world examples, this book demystifies complex topics, empowering you to understand how machine learning algorithms work and how to apply them to solve practical problems.
  • Hands-On Practice: Put theory into practice with hands-on exercises and coding examples in Python. Gain practical experience implementing machine learning algorithms and techniques, and learn how to evaluate model performance, tune hyperparameters, and interpret results effectively.
  • Advanced Techniques: Explore advanced topics in machine learning, including deep learning, ensemble methods, and natural language processing. Learn how to leverage cutting-edge techniques and algorithms to tackle complex challenges and extract meaningful insights from large datasets.
  • Real-World Applications: Discover how machine learning is transforming industries and revolutionizing various fields, from healthcare and finance to marketing and cybersecurity. With case studies and examples drawn from diverse domains, this book illustrates the practical applications of machine learning and inspires you to explore new possibilities in your own work.
  • Unlock Your Potential: Whether you're looking to advance your career, launch innovative projects, or simply deepen your understanding of machine learning, "Cracking the Code" provides the tools and knowledge you need to succeed. Empower yourself with the skills and insights to unlock the full potential of machine learning and shape the future of technology.

Ready to unlock the secrets of machine learning and unleash your potential? Dive into "Cracking the Code" and embark on an exciting journey into the world of artificial intelligence. Get your copy now and join the ranks of machine learning experts shaping the future of technology!

 


Product Details

ISBN-13: 9783689440008
Publisher: MAX HARPER
Publication date: 03/01/2024
Sold by: Barnes & Noble
Format: eBook
Pages: 82
File size: 7 MB

About the Author

Max Harper is a data scientist and machine learning expert based in San Francisco. With a background in computer science and a passion for teaching, Max has authored several books and online courses on machine learning, helping beginners and professionals alike navigate the complex world of artificial intelligence.

Table of Contents

Cracking the Code: A Beginner's Guide to Machine Learning v

Introduction vi

The Purpose of This Book 1

What is Artificial Intelligence? 4

How is machine learning used? 7

Recent Advancements in Data Analysis 10

Recent Advancements in Data Analysis 10

Image Recognition 11

Speech Recognition 14

Medicine and Medical Diagnosis 15

Stock Predictions 16

Learning Associations 18

Finance 19

Spam Detection 20

Introduction to Statistics 21

Choosing the Right Model for Machine Learning 24

Supervised learning 26

Regression Analysis 26

Support Vector Regression: 31

Decision Trees: 34

Classifications 39

Logistic Regression/Classification 40

K Nearest Neighbors 41

Support Vector 42

Kernel Support Vector 42

Naïve Bayes 44

Unsupervised Learning 46

Clustering 47

K-Means Clustering 47

Dimensionality Reduction 48

Neural networks 49

Q Learning 54

Semi-Supervised learning 55

Ensemble Modeling 55

Things You Must Know for Machine Learning 58

Data 58

Programming Tools 63

Developing Models 66

Anaconda for Python 67

To install Anaconda, visit: 67

Algorithms 68

Visualization tools 68

More advanced things which are useful 70

Conclusion 72

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