Courses/AI & Machine Learning

AI & Machine LearningBestseller

Machine Learning with Python

Name: Machine Learning with Python
Rating: 0 (0 reviews)

Master supervised, unsupervised, and reinforcement learning algorithms with real datasets.

New course — be the first to review30 DaysIntermediateHindi + English

Ankur Mishra

Senior Cloud Developer

Overview

Comprehensive machine learning course covering regression, classification, clustering, ensemble methods, feature engineering, model evaluation, and deployment.

Skills You'll Learn

Regression

Classification

Clustering

Ensembles

Feature Engineering

Model Deployment

Prerequisites

Python basics
Linear algebra concepts

Course Roadmap

Module 1

Modules 1–2: ML Foundations Refresher → Regression Algorithms

A fast, practical refresher. Predict continuous outcomes.

Module 2

Modules 3–4: Classification Algorithms → Model Evaluation & Tuning

Predict categories accurately. Build models that generalize.

Course Curriculum

4 modules · 4 quizzes

Python/NumPy/Pandas recap
Supervised vs unsupervised
The ML workflow

Linear & polynomial regression
Regularization (Ridge/Lasso)
Evaluation metrics

Logistic regression
Decision trees & random forests
Evaluation: precision, recall, F1

Cross-validation
Hyperparameter tuning
Bias-variance tradeoff

Projects

Customer Churn Prediction

A classification model predicting customer churn with business insights.

Pythonscikit-learn

House Price Regression

A tuned regression pipeline with feature engineering.

Pythonscikit-learn

Assignments

Build a Regression Baseline

Easy

Fit and evaluate a baseline regression model.

Classification Metrics Deep Dive

Medium

Compute and interpret precision/recall/F1 for a model.

Cross-Validation & Tuning

Medium

Tune hyperparameters with GridSearchCV.

Meet Your Instructor

Ankur Mishra

Senior Cloud Developer

5+ Years of Experience in AWS/Azure cloud development, backend python, API Integration.

Certificate You'll Earn

CERTIFICATE ID: LNTRN-UPSK-000000

Your Name Here

Successfully completed the Machine Learning Certificate at Lunetron Web Services. We appreciate their dedication and wish them success in their career.”

ISSUING DATE - 27TH MARCH, 2026

Certified ML practitioner.

Student Reviews

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.

Aarush Rai

B.Tech / AI-ML

I liked the hands-on approach of the training. Working on assignments and mini projects made the concepts easier to understand, and the AI/ML introduction was a useful addition to the course.

Divyanshu Mishra

B.Tech / AI-ML

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.