LLM Zoomcamp - a free online course about building a Q&A system

The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.

Open Source Data Science Resources.

Tutorial on topic models in Python with scikit-learn

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

Achieve your marketing goals with the data analytics power of Python

PCA. Clustering Algorithms. Business Analytics.

KMeans Clustering for IRIS Dataset Classification

quizzes/assignments for mathematics for machine learning specialization on coursera

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Python script (and IPython notebook) to perform RFM analysis from customer purchase history data

Lecture notes for the "Programming with Python" course I have taught in Spring 2015. at The University of Manchester

fast.ai Courses

A curated list of awesome machine learning interpretability resources.

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

One of the challenges on Kaggle. Taken as a course work project for learning Data Analytics and implementation of various techniques using R programming, WEKA and SAS.

papers/presentations and SAS codes for SouthEast SAS Users Group Conference (SESUG)

This is the collection of my own SAS utility macros/ sample code over my past 10 years of SAS programming and analysis experience.

SAS | Program for building a Credit Score

An Introduction to Python for SAS Users

Data Science Using Python

Python code for common Machine Learning Algorithms