Master Machine Learning with MATLAB: A Data Scientist's Guide to Algorithm Development by Donald E. Melnick

 

About the Technology:

Machine learning (ML) is revolutionizing every industry. This book leverages MATLAB, a powerful computing environment, to equip you with the skills to create and implement efficient ML algorithms from scratch.
Authored by an experienced data scientist, this book combines theoretical foundations with practical application, ensuring you not only understand the algorithms but also gain the practical know-how to utilize them in real-world scenarios.
Summary of the Book:
This comprehensive guide takes you on a journey through the fascinating world of ML with MATLAB. You'll delve into core concepts like supervised and unsupervised learning, explore various algorithms like linear regression, decision trees, and neural networks, and gain hands-on experience implementing them using MATLAB's robust toolbox.
What's Inside:
Master the fundamentals of machine learning, including data preparation, model selection, and evaluation.
Deep dive into various supervised learning algorithms for classification and regression tasks.
Explore unsupervised learning techniques for dimensionality reduction and clustering.
Grasp the power of neural networks and implement them using MATLAB's deep learning toolbox.
Learn essential coding practices for efficient and maintainable ML projects in MATLAB.
Discover best practices for data visualization to effectively communicate your ML results.
About the Reader:
This book is designed for aspiring and intermediate data scientists, programmers, and analysts who want to leverage MATLAB for machine learning. Prior programming experience (preferably with MATLAB) and a foundational understanding of mathematics will be beneficial.
Master Machine Learning with MATLAB is a comprehensive yet practical guide, empowering you to grasp complex concepts and translate them into real-world applications within a reasonable timeframe.
Ready to unlock the potential of machine learning and become a valuable asset in the data science field? Dive into this book and start building your machine learning expertise with MATLAB today! This book equips you with the knowledge and tools to solve complex problems, make data-driven decisions, and propel your career forward.

Hard Copy: Master Machine Learning with MATLAB: A Data Scientist's Guide to Algorithm Development by Donald E. Melnick (Author)

Soft Copy: Master Machine Learning with MATLAB: A Data Scientist's Guide to Algorithm Development Kindle Edition by Donald E. Melnick (Author)