BIGDataAIHub
The resources below have been curated by IMI BigDataAIHub. They include free and free-to-audit courses, certifications, tutorials, and learning materials.
Data Analysis with Pandas
Teaches how to clean, analyze, aggregate, and visualize tabular data using Python’s Pandas library.
ChatGPT Prompt Engineering for Developers
Teaches effective prompt creation to get better results from ChatGPT for coding, writing, and problem solving.
Building RAG Agents with LLMs
A six-session course covering advanced AI/graphics tools and techniques.
Introduction to Python
A course that introduces Python syntax, functions, conditionals, loops, and data structures like lists and dictionaries, with hands-on exercises tailored for data science applications.
Deep Learning System with MiniTorch
MiniTorch is an open-source educational framework for learning deep learning concepts by building neural networks from scratch in Python.
LLMOps
Teaches how to fine-tune, deploy, and manage large language models using open-source tools and best practices.
AI Applications and Prompt Engineering
Teaches how to build AI tools and write effective prompts for AI systems.
Building a Brain in 10 Minutes
A six-session workshop that teaches foundational techniques and tools for AI/training workflows, aimed at intermediate learners.
Introduction to Networking
Covers networking fundamentals, including the OSI model, TCP/IP protocols, Ethernet technology, and data center requirements.