Artificial Intelligence & ML
Build intelligent systems with real-world ML pipelines.
Project-BasedCertificate Included
Weekly Outline
- W1Introduction to Artificial Intelligence and Machine Learning, types of machine learning, machine learning workflow, datasets, features and labels, data preprocessing, and train-test splitting.
- W2Data preprocessing, data cleaning, handling missing values, encoding categorical data, feature scaling, exploratory data analysis, and feature selection.
- W3Supervised learning, including linear regression, logistic regression, classification, regression, and basic model training.
- + 5 more weeks
- Hands-on practical training
- Real project work
- Certificate on completion