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Python for Machine Learning From Beginner to Expert: A Complete Guide to Data Science, Machine Learning, and Artificial Intelligence with Python
Paperback
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Publisher: Independently Published
Published: Oct 16 2025
Pages: 200
Weight: 0.60
Height: 0.42 Width: 6.00 Depth: 9.00
Language: English
Unlock the Power of Python and Build Real AI Systems
Dive into Python for Machine Learning: From Beginner to Expert, your step-by-step guide to mastering the fundamentals and advanced techniques in data science, machine learning, deep learning, and generative AI. This book is designed for learners at all levels-from those writing their first lines of Python to engineers building production models.
Inside, you'll discover:
The essential foundations of Python, NumPy, and Pandas
Data visualization with Matplotlib and Seaborn
Techniques for cleaning, encoding, and scaling data
How to build and evaluate regression and classification models
Decision Trees, Random Forests, KNN, and clustering
Neural networks, CNNs (for images), RNNs & LSTMs (for sequences)
NLP fundamentals, Transformers, BERT, GPT, and generative models
Ethical AI, deployment, career guidance, and real-world case studies
Whether you're a student, professional, or self-learner, this textbook gives you the theory, code, and exercises you need to build confidence and real skills. Start your AI journey with a resource built for clarity, depth, and practical application.
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