Machine Learning Tutorials
- What is artificial intelligence, machine learning and deep learning?
- Types of Machine Learning
- Batch Machine Learning: Online vs Offline Learning
- Instance-Based vs. Model-Based Learning
- Challenges in Machine Learning
- Machine Learning Development Life Cycle (MLDLC)
- Tensor in Machine Learning
- Machine Learning Setup – Anaconda, Jupyter Notebook and Virtual Environment
Generative AI
- Generative AI – an Introduction
- Introduction to Prompt Engineering
- Prompt Engineering with OpenAI – An Introduction
- Understanding the Transformer Architecture
- Understanding Generative Configuration Inference Parameters for LLMs
- Understanding Core Deep Learning Architectures for Sequence Data
- LangChain- An Introduction
- Building a Streamlit SQL Chatbot Using Gemini + LangChain + Oracle DB