Machine Learning Workshop
Step into the world of smart systems with our ML Workshop. Learn how machines make predictions, detect patterns, and improve over time using real-world data and practical workflows.
Curriculum
- Introduction to Machine Learning
- Application of Machine Learning
- Road Map
- Installation of Jupyter Notebook
- Loading data
- Basics Preprocessing
- Exploratory Data Analysis
- Matplotlib and Seaborn
- Univariate Analysis
- BiVariate Analysis
- Creating Categories
- Multivariate Analysis
- Encoding and Outlier Analysis
- Label Encoding
- One-hot Encoding
- Dummy Encoding
- Outlier Analysis
- Project 1 - Covid Prediction
- Project 2 - Churn Prediction
