NIT Warangal | Course on Machine Learning for Data Science using Python, Apply now
Overview :
Department of CSE, National Institute Of Technology, Warangal is organizing Machine Learning Course for Data Science using Python.
Course Contents :
- Introduction
- Python Essentials
- Probability and Statistics for Data Science
- Regression Analysis
- Classification
- Ensemble Approaches
- Optimization
- Clustering
- Feature Engineering
- Dimensionality Reduction
- Neural Networks
- Reinforcement Learning
- Recommendation Systems
- Hands-on to the majority of the topics using Python.
Projects :
- House price prediction using regression techniques.
- Diabetics prediction using logistic regression.
- Customer churn prediction using decision tree & ensemble approaches.
- Color compression using Kmeans clustering Handwriting digit recognition using neural network.
- Self-Driving Cabs using Q-Learning
Requirements :
Academic and Industry persons can apply.
Duration :
July 16ᵗʰ– 30ᵗʰ, 2022
Registration fees :
- Academic persons - Rs. 1000/-
- Industry persons - Rs. 2000/-