Python machine learning practitioners will love this book.Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlowis a great resource to get an overview of machine learning and sharpen your practical skills. Every chapter focuses on one machine learning technique, providing detailed informatio...
“Since the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning algorithms. Unfortunately, computer science students without a strong statistical backgro...
Top 5 Essential Books for Python Machine LearningWe've discussed the importance of statistical modelling and machine learning in various articles on QuantStart. Machine learning is particularly important if one is interested in becoming a quantitative trading researcher. In this article I want to high...
I think having good references is the fastest way to getting good answers to your machine learning questions, and having multiple books can give you multiple perspectives on tough questions. In this guide, you will discover the top books on machine learning. There are many reasons to want and ...
Hands-On Machine Learning with Scikit-Learn and TensorFlow is an amazing reference at mid-level. It covers all fundamentals (classification methods, dimensionality reduction) and then gets into neural networks and deep learning. Pattern Recognition and Machine Learning goes through all basic algorithms ...
Ensemble learning involves combining the predictions from multiple machine learning models. The effect can be both improved predictive performance and lower variance of the predictions made by the model. Ensemble methods are covered in most textbooks on machine learning; nevertheless, there are books ded...
The book is basically a godsend for those having a loose grip on mathematics. Understanding Machine Learning: From Theory to Algorithms Author: Shai Shalev-Shwartz and Shai Ben-David For the mathematics- savvy people, this is one of the most recommended books for understanding the magic behind ...
machine learning, and artificial intelligence, winning several B2B journalism awards including a 2024Neal Awardand a 2025Azbee Awardfor best instructional content and best how-to article, respectively. He currently focuses on software development tools and technologies and major programming languages includ...
book provides a wide range of role for data scientists and software engineers with experience in machine learning. You will start with the basics of deep learning and quickly move on to the details of important advanced architecture by implementing everything from the beginning. This book provides...
aalhour / awesome-compilers Star 9.2k Code Issues Pull requests 😎 Curated list of awesome resources on Compilers, Interpreters and Runtimes programming-language list awesome books interpreter compiler runtime virtual-machine resources awesome-list Updated May 26, 2024 ...