Here are some essential books for learning machine learning:

  1. "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow"
    📚 Author: Aurélien Géron
    🔍 A practical guide to mastering ML algorithms and deep learning techniques.

    Hands-On_Machine_Learning_with_Scikit-Learn_Keras_and_TensorFlow
  2. "Pattern Recognition and Machine Learning"
    📚 Author: Christopher M. Bishop
    🧠 Focuses on probabilistic models and their applications in pattern recognition.

    Pattern_Recognition_and_Machine_Learning
  3. "Machine Learning: A Probabilistic Perspective"
    📚 Author: Kevin P. Murphy
    📊 Combines theory with real-world examples for a comprehensive understanding.

    Machine_Learning_A_Probabilistic_Perspective
  4. "Deep Learning"
    📚 Author: Ian Goodfellow, Yoshua Bengio, Aaron Courville
    🧩 A foundational text on deep learning architectures and optimization methods.

    Deep_Learning

For more resources, check out our machine learning learning guide. 🌐