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Zero to Machine Learning Hero: Python Edition
Paperback
Series: Data Science Beginner, Book 3
Publisher: Independently Published
Published: Mar 26 2024
Pages: 442
Weight: 1.29
Height: 0.90 Width: 6.00 Depth: 9.00
Language: English
In this book, we'll start from the very basics and gradually build up your skills, equipping you with the knowledge and tools necessary to tackle real-world machine learning challenges. Whether you're interested in building predictive models, analysing data, or implementing cutting-edge algorithms, we'll cover everything you need to know to get started and thrive in the field of machine learning.
Throughout the chapters, we'll leverage the power of Python, one of the most popular programming languages for machine learning and data science. Python's simplicity, versatility, and extensive ecosystem of libraries make it an ideal choice for both beginners and seasoned professionals alike.
Here's what you can expect to learn from this book:
- Fundamentals of machine learning, including key concepts, terminology, and types of learning algorithms.
- Practical techniques for data preprocessing, feature engineering, and model evaluation.
- Hands-on experience with popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn.
- Building and training machine learning models for classification, regression, clustering, and more.
- Advanced topics such as deep learning, natural language processing, and reinforcement learning.
Whether you're a student, a data enthusiast, or a professional looking to advance your career, From Zero to Machine Learning Hero: Python Edition will provide you with the knowledge, confidence, and practical skills to succeed in the exciting field of machine learning.
So, are you ready to embark on this journey? Let's dive in and unlock the secrets of machine learning with Python!
Happy learning!
[Husn Ara]
Data Science Professional
11+ years of Experience
IIITB Bangalore Data Science Alumni
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