Optimization in Machine Learning and Applications, Hardcover by Kulkarni, Ana…
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In the world of artificial intelligence and data science, optimization plays a crucial role in improving the performance of machine learning algorithms. In the book “Optimization in Machine Learning and Applications” by Ana Kulkarni, readers will delve into the intricacies of optimization techniques and how they can be applied to various real-world scenarios.
This comprehensive hardcover book covers a wide range of topics, from basic optimization algorithms to advanced optimization methods such as genetic algorithms, simulated annealing, and particle swarm optimization. Readers will learn how to optimize the performance of machine learning models, improve convergence rates, and handle large-scale datasets efficiently.
Whether you are a beginner looking to understand the fundamentals of optimization in machine learning or an experienced practitioner seeking to enhance your skills, this book is a valuable resource. With practical examples, case studies, and exercises, “Optimization in Machine Learning and Applications” equips readers with the knowledge and tools needed to tackle complex optimization problems in the field of data science.
Get your hands on a copy of this groundbreaking book by Ana Kulkarni and unlock the power of optimization in machine learning for your projects and applications.
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