Lectures related to Predicting New Product Life Cycles: Machine Learning Approach

Explores PCA for predicting medals distribution and compressing face images.

Explores the definition and components of information systems, emphasizing their role in collecting, processing, and distributing information.

Covers linear classification using logistic regression, regularization, and multiclass classification.

Covers the implementation of fully connected neural networks on two datasets using PyTorch.

Explores programming models for big data processing, including Spark's RDDs and optimizations.