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1. ml-unsupervised-and-recsys ml-unsupervised-and-recsys Public

   This repository is a comprehensive resource for exploring Time Series Analysis techniques, uncovering trends, forecasting future insights, and mastering Recommender Systems.

   Jupyter Notebook

2. ml-advanced-unsupervised-algorithms ml-advanced-unsupervised-algorithms Public

   Explore sophisticated unsupervised learning methods for clustering, dimensionality reduction, anomaly detection, and data analysis. Unleash hidden insights without labeled data.

   Jupyter Notebook

3. supervised-learning-algorithms-ml supervised-learning-algorithms-ml Public

   Covers topics such as k Nearest Neighbors (kNN), Decision Trees, Boosting, Support Vector Machines (SVM), and other ensemble techniques.

   Jupyter Notebook

4. intro-to-ml-and-nn intro-to-ml-and-nn Public

   Intro to ml and nn repo provides a comprehensive overview of ML and NN concepts, algorithms, and applications.

   Jupyter Notebook

5. linear-algebra-optimization-ml linear-algebra-optimization-ml Public

   Covers essential topics in ML math, incl. dot products, hyperplanes, distance, loss minimization, calculus, gradient descent, constrained optimization, & principal component analysis. Build a stron…

   Jupyter Notebook 1

6. probability-statistics-ml probability-statistics-ml Public

   Probability and Stats repo using ML libraries. Contains Jupyter notebooks & Python scripts for statistical analysis, hypothesis testing & probability calculations using scipy, numpy and pandas. Exa…

   Jupyter Notebook