Machine Learning
Learn supervised & unsupervised learning, model evaluation, feature engineering & build ML models with Python.
Course Overview
Machine Learning is transforming industries across the globe. This program covers the complete ML pipeline from data preprocessing to model deployment. Learn supervised and unsupervised learning algorithms, feature engineering, model evaluation, ensemble methods, and practical ML with scikit-learn and Python. Build ML projects with real-world datasets.
Industry Ready Training
Our programs are designed to bridge the gap between academic learning and industry requirements. Every student gets real-world exposure through:
Course Curriculum
7 modules • 8 Weeks • Comprehensive coverage
- • Introduction to Machine Learning
- • Types of ML: Supervised, Unsupervised, Reinforcement
- • ML Development Lifecycle
- • Python Libraries for ML
- • Setting Up ML Environment
- • Data Collection & Cleaning
- • Feature Scaling & Normalization
- • Encoding Categorical Variables
- • Feature Selection Techniques
- • Handling Imbalanced Data
- • Linear & Polynomial Regression
- • Logistic Regression
- • Decision Trees & Random Forests
- • Support Vector Machines
- • K-Nearest Neighbors
- • K-Means Clustering
- • Hierarchical Clustering
- • DBSCAN
- • Principal Component Analysis
- • Association Rule Mining
- • Cross-Validation Techniques
- • Hyperparameter Tuning
- • Grid Search & Random Search
- • Ensemble Methods (Bagging, Boosting)
- • Model Interpretability
- • Natural Language Processing Basics
- • Time Series Forecasting
- • Recommendation Systems
- • Anomaly Detection
- • AutoML Tools
- • End-to-End ML Pipeline
- • Model Deployment with Flask/FastAPI
- • ML on Cloud Platforms
- • Building ML Portfolio
- • Industry Mentorship
Certificates You'll Receive
Successfully completing this program earns you these industry-recognized certificates.
Certificate of Internship
Official internship completion certificate to add to your LinkedIn & resume.
Certificate of Appreciation
Awarded for outstanding performance during the training program.
Internship Offer Letter
Official offer letter validating your training and professional experience.
Frequently Asked Questions
Live (₹4,999): Includes everything in recorded PLUS live interactive sessions with mentors, real-time doubt clearing, group projects, and priority placement support.
Book Slot (₹999): Reserve your seat with a minimal registration fee. The remaining amount can be paid before the batch starts.