Название: Machine Learning with Python: Building Smart Systems for the Real World
Автор: PremKumar Kora, Rishi Kora
Издательство: Kora AI Tech
Год: 2025
Страниц: 1242
Язык: английский
Формат: epub
Размер: 22.6 MB
Turn data into decisions, and code into intelligent systems. Whether you’re a student, professional, or complete beginner, this book is your hands-on guide to mastering Python and building real-world Machine Learning applications from scratch—without getting lost in theory. Machine Learning with Python: Building Smart Systems for the Real World is more than a technical manual—it’s a learning journey. It starts with the very basics of Python and takes you all the way to building, evaluating, and deploying full-scale Machine Learning models using real datasets and real tools. We begin with Python—the most popular and accessible programming language for Data Science and AI. You’ll start from the very basics: understanding what Python is, why it matters, and how to set up your environment. Then, you’ll gradually dive deeper into core concepts, such as working with strings, lists, sets, dictionaries, and foundational data structures like stacks and trees. Every topic is presented in a structured, readable, and learner-friendly format. By the time you finish, you’ll not only have theoretical knowledge but also practical experience with tools like Jupyter, Anaconda, GitHub, Google Colab, Streamlit, Flask, and FastAPI.