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Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow – Build Intelligent Systems
Original price was: $89.99.$53.99Current price is: $53.99.
Description
Master machine learning from theory to practice with this comprehensive guide covering the most popular Python frameworks. This essential resource takes you through complete ML project lifecycles using Scikit-Learn, Keras, and TensorFlow. Learn to build intelligent systems through hands-on examples, from basic algorithms to advanced deep learning architectures. Explore supervised and unsupervised learning, neural networks, computer vision, natural language processing, and cutting-edge techniques like GANs, transformers, and diffusion models. Perfect for data scientists, software engineers, students, and professionals looking to advance their AI/ML skills. Features practical code examples, real-world projects, and step-by-step tutorials that bridge the gap between theory and implementation. Whether you’re building your first ML model or advancing to deep learning, this book provides the tools and techniques needed for modern AI development.
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Complete ML Framework Coverage: Master Scikit-Learn, Keras, and TensorFlow through practical examples
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End-to-End Project Learning: Track complete ML projects from data preparation to deployment
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Advanced Algorithm Exploration: Support vector machines, decision trees, random forests, and ensemble methods
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Deep Learning Mastery: Neural networks, CNNs, RNNs, GANs, autoencoders, and transformers
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Unsupervised Learning Techniques: Dimensionality reduction, clustering, and anomaly detection methods
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Real-World Applications: Computer vision, NLP, generative models, and deep reinforcement learning
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Hands-On Approach: Practical code examples and step-by-step implementation guides
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Industry-Relevant Skills: Build intelligent systems using current AI/ML best practices and tools
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