Hi, optimization is the core of every machine learning algorithm. You cannot master machine learning without it. Discover optimization with code tutorials and real-world examples in my book: >> Optimization for Machine Learning (use the offer code SAVE20 to get 20% off) Gradient descent is the most popular optimization algorithm, used to train all deep learning models. In this book, discover the most widely used varieties of the method and how to code them from scratch, including: ...AdaGrad …RMSProp ...Adadelta ...Adam Discover how to find the minimum or maximum of your own functions using both classical techniques and advanced computational intelligence methods such as: ...Genetic Algorithms ...Simulated Annealing ...Differential Evolution Discover how to apply these methods directly in your project on tasks such as: Hyperparameter optimization Feature Selection Model Fitting Optimization algorithms ...
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