Online Short-Term Training Program on Machine Learning with Python ny NIT, Warangal

Institution Name

National Institute of Technology (NIT), Warangal

Program Title

Online Short-Term Training Program on Machine Learning with Python

Program Duration

24 November 2025 – 4 December 2025

About the Institution

National Institute of Technology Warangal is one of India’s premier engineering institutions, established in 1959. Known for its academic excellence, research contributions, and experienced faculty, the institute provides a strong platform for technical learning and innovation.

🔹 Course Overview

This training program is designed to provide a comprehensive understanding of Machine Learning concepts along with practical implementation using Python. It covers both theoretical foundations and hands-on experience across various ML techniques and applications.

🔹 Course Content

Fundamentals

• Introduction to Data Science and Machine Learning
• Types of Machine Learning and real-world applications

Python for ML

• NumPy, Pandas
• Data visualization techniques
• Scikit-Learn basics

Core Concepts

• Probability and Bayesian methods
• Regression techniques
• Classification algorithms (Logistic Regression, SVM, Decision Trees, Naïve Bayes)

Advanced Topics

• Ensemble methods (Random Forest, Boosting)
• Optimization techniques (Gradient Descent variants)
• Clustering methods
• Feature engineering and selection
• Dimensionality reduction (PCA, LDA)

Specialized Areas

• Neural Networks and Deep Learning basics
• Reinforcement Learning
• Recommendation Systems

🔹 Hands-on Projects

• House Price Prediction (Regression)
• Diabetes Prediction (Logistic Regression)
• Customer Churn Prediction (Decision Trees & Ensemble Models)
• Image Compression using K-Means
• Handwritten Digit Recognition (Neural Networks)
• Self-Driving Simulation using Q-Learning

🔹 Program Details

• Mode: Online
• Seats Available: 150 (maximum)
• Speakers: Faculty members from NIT Warangal

🔹 Registration Details

• Registration Fee: ₹1000
• Last Date to Apply: 22 November 2025

Important Dates

• Last Date for Registration: 22 November 2025
• Selection Intimation: 23 November 2025

🔹 How to Apply

Interested candidates can apply online using the registration link below:
👉 https://forms.gle/jErQRrzPNBvoBw4x7

🔹 Payment Details

• Account Name: Director Research Account
• Account Number: 62266262236
• Bank Name: State Bank of India
• Branch: NIT Warangal
• IFSC Code: SBIN0020149

🔹 Contact Information

Contact Person: Dr. Venkateswara Rao Kagita
Phone: 6281746931

Institution Address

National Institute of Technology
Hanamkonda
Warangal – 506004
Telangana, India

Additional Information

• Selection will be based on seat availability
• Participants will gain both theoretical knowledge and practical exposure