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Core Machine Learning and Deep Learning: Supervised, Unsupervised, Reinforcement Learning, Neural Networks, Optimization, and Transfer Learning
Paperback
Series: Axionics AI Mastery Series 2025, Book 2
Publisher: Independently Published
Published: Jul 5 2025
Pages: 168
Weight: 0.51
Height: 0.36 Width: 6.00 Depth: 9.00
Language: English
✔ Clustering, anomaly detection, and dimensionality reduction
✔ Reinforcement learning: Q-learning, DQNs, and MDPs
✔ Neural networks: MLPs, backpropagation, and activation functions
✔ Optimization: SGD, Adam, and regularization
✔ Transfer learning, feature extraction, and deployment
✔ Bias-variance tradeoff and model evaluation Why This Book?
Because understanding the core mechanics of learning systems is key to building reliable, ethical, and high-performing AI models.
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