Computer Science > eBook-PDF > [eBook-PDF] Machine Learning Algorithms in Depth by Vadim Smolyakov ISBN13: 9781633439214 (All)

[eBook-PDF] Machine Learning Algorithms in Depth by Vadim Smolyakov ISBN13: 9781633439214

Document Content and Description Below

Download [ORG] [eBook-PDF]. Machine Learning Algorithms in Depth by Vadim Smolyakov, published by Manning Publications in August 2024. This in-depth guide uncovers the mechanics behind key machine lea ... rning algorithms—especially probabilistic methods—by delivering mathematical derivations alongside hands-on Python implementations. You’ll explore techniques like Markov Chain Monte Car lo, variational inference, ensemble and active learning, Bayesian hyperparameter tuning, Dirichlet Process clustering, energy minimization, ResNet-based image search, and anomaly detection via variational autoencoders. Designed for intermediate ML practitioners with a foundation in linear algebra, probability, and calculus, it empowers you to troubleshoot models and build algorithm intuition from the ground up. ISBNs: 9781633439214, 1633439216. Categories: Computer Science, Machine Learning, Algorithms, Python, Data Science, Bayesian Methods. ✅ Lifetime Access | ✅ Instant Download | ✅ Original PDF [Show More]

Last updated: 3 months ago

Preview 5 out of 328 pages

Buy Now

Instant download

We Accept: