Machine Learning Essentials You Always Wanted to Know: A Hands-On Beginner’s Guide to Mastering AI, Supervised, Unsupervised, and Deep Learning Algorithms
A Hands-On Beginner’s Guide to Mastering AI, Supervised,
Unsupervised, and Deep Learning Algorithms. A Beginner's Guide to Machine
Learning with Hands-on Coding and Real-World Applications
·
Covers key
algorithms and techniques
·
Ideal for students
and professionals
·
Hands-on
implementation included
Master the fundamentals of ML and take the first step towards a career in AI!
In today’s rapidly
evolving world, machine learning (ML) is no longer just for researchers or data
scientists. From personalized recommendations on streaming platforms to fraud
detection in banking, ML powers many aspects of our daily lives. As industries
increasingly adopt AI-driven solutions, learning machine learning has become a
valuable skill. Yet, many find the subject overwhelming, often intimidated by
its mathematical complexity. That’s where Machine Learning Essentials You Always Wanted to Know (Machine
Learning Essentials) comes in. This
beginner-friendly guide offers a structured, step-by-step approach to
understanding machine learning concepts without unnecessary jargon. Whether you
are a student, a professional looking to transition into AI, or simply curious
about how machines learn, this book provides a clear and practical roadmap to
mastering ML.
Authored by Dhairya Parikh, an experienced data engineer who returned to
academia to refine his expertise, this book bridges the gap between theory and
real-world application. It simplifies the core concepts of ML, breaking them
down into digestible explanations paired with hands-on coding exercises to help
you apply what you learn.
What You’ll Learn:
·
The fundamentals of
machine learning and how it powers modern technology
·
The three key types
of ML—Supervised, Unsupervised, and Reinforcement Learning
·
How to combine
algorithms, data, and models to develop AI-driven solutions
·
Practical coding
techniques to build and implement machine learning models
Part of Vibrant Publishers’ Self-Learning Management Series, this book serves
as a valuable guide for building machine learning skills, enhancing your
expertise, and advancing your career in AI and data science.
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