Overview:
Welcome to our book on Machine Learning and Deep Learning, designed to help you understand these complex topics in an easy and approachable way. This books comes from two students who are facing some problems learning ML and DL. So it comes as a challenge to make learning AI much easier and faster for beginners who are seeking to develop their careers in the Artificial Intelligence field. This book is a collaboration between Roudayna Zorg and Aziz Souiai and covers a wide range of topics in the field of AI, from the basics of machine learning to more advanced concepts in deep learning, in a very simple way.
What You Will Learn:
In this book, you will start with the basics of Machine Learning, dealing with data, supervised and unsupervised learning using Scikit-Learn. Then we'll move to Deep Learning starting with neural networks and deep learning. then we'll jump on to more complex concepts such as CNNs, RNNs, GANs, and LSTMs on NLP, Time Series, and much more ...
Who is this Book For?
This book is designed for anyone with an interest in AI and machine learning, whether you are a beginner or have some prior knowledge in the field. It is suitable for students, data scientists, developers, and anyone looking to build their understanding of these technologies.
How to Use This Book
This book is divided into parts, each covering a different topic in the field of AI. You can start from the beginning and work your way through, or jump to specific part based on your interests and background. Each chapter includes examples and exercises to help reinforce your understanding of the material.
Technical Requirements
To follow along with the examples and exercises in this book, you will need a computer with internet access and a basic understanding of Python programming concepts. Some parts may require additional software or libraries, which will be specified in the relevant sections.
Conclusion
We hope that this book provides you with a comprehensive understanding of machine learning and deep learning and helps you start building your own AI models. If you have any questions or feedback, please reach out to us.