Perrotta, Paolo
Programming Machine Learning: From Zero to Deep Learning
- ISBN 13:
- 9781680506600
- author:
- Perrotta, Paolo
- format:
- Paperback
- publisher:
- Pragmatic Bookshelf
- language:
- English
- Publication Year:
- 2019
- Pages:
- 300
- Dimensions:
- 23.4 x 19 x 1.9 centimetres (0.6
- Genre:
- Computers,Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Start your journey into machine learning with hands-on code. This comprehensive guide takes you from simple learning programs to deep learning systems, breaking down complex topics into manageable parts. You'll learn by writing Python code yourself, without relying on libraries or obscuring the underlying math and algorithms. You'll build a range of applications, including image recognition and linear regression, and explore fundamental concepts like gradient descent and backpropagation. As you progress, you'll add layers of complexity to your designs, eliminating overfitting and transforming your neural networks into sophisticated systems. With this book as your guide, you'll gain the confidence and skills needed to tackle machine learning projects with ease. No prior knowledge of Python is required - you'll pick up the language quickly enough as you work through the examples.
Related Products
Related Products
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Gallatin, Kyle
Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python
Raschka, Sebastian
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition
Raschka, Sebastian
Programming Bitcoin: Learn How to Program Bitcoin from Scratch
Song, Jimmy
Python Machine Learning for Beginners: Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow for Machine Learning and Data Science (Machine Learning & Data Science for Beginners)
Publishing, Ai