Certified Associate in Machine Learning

Muhamad Lutfihadi Jafri

Issued on: 30-06-2025

Career Workshop

Module 1 - Getting Started

Module 2 - Statistics and Probability Refresher, and Python Practice

Module 3 - Predictive Models

Module 4 - Machine Learning with Python

Module 5 - Recommender Systems

Module 6 - More Data Mining and Machine Learning Techniques

Module 7 - Dealing with Real-World Data

Module 8 - Apache Spark: Machine Learning on Big Data

Module 9 - Experimental Design / ML in the Real World

Module 10 - Deep Learning and Neural Networks

Module 11 - Generative Models

Module 12 - Generative AI: GPT, ChatGPT, Transformers, Self-Attention

Module 13 - The OpenAI API (Developing with GPT and ChatGPT)

Module 14 - Retrieval Augmented Generation (RAG) and LLM Agents

Module 15 - Final Project