What you'll learn
Understanding of ML capabilities and limits
Ability to train and deploy models
Data Science roadmap usage
Final Project Presentation
Curriculum
- 01
Module 1
AI, ML & Deep Learning Concepts
- 02
Module 2
Python for Machine Learning
- 03
Module 3
Data Analysis & Visualization
- 04
Module 4
Linear & Logistic Regression
- 05
Module 5
Classification & Clustering
- 06
Module 6
Neural Networks (TensorFlow/Keras)
- 07
Module 7
NLP & Computer Vision basics
- 08
Module 8
Model Deployment (FastAPI/Flask)
Projects you'll build
Project 1
Price Predictor
Project 2
Image Classifier
Project 3
Final AI Presentation