Is FutureAI internship free?

Yes, the learning curriculum and projects are 100% free. We only charge a small fee of ₹100 for the industry-verified certificate issuance and maintenance.

Who can apply for this AI internship?

Any student or professional interested in AI and Machine Learning can apply. It is especially designed for engineering and degree students in India.

How long is the internship program?

We offer a 7-day intensive micro-internship as well as a comprehensive 1-Month Summer Internship track.

Is the first module of Data Science & Machine Learning Masterclass really free?

Yes, Module 1 is 100% free with no credit card required. You get full access to all lessons, code labs, and the capstone mini-project in Module 1. Modules 2–7 are unlocked with a one-time payment of ₹119.

Who is the Data Science & Machine Learning Masterclass designed for?

This course is designed for Beginner to Advanced learners interested in Data Science. It provides 7 professional modules progressing from foundations to advanced production systems.

What is the total cost of this course?

The full course costs ₹119 (one-time payment), which is 90% off the original price of ₹1199. This is a lifetime access purchase — no subscriptions or hidden fees. Module 1 is completely free to preview.

Will I get a verified certificate after completing this course?

Yes. Upon completing all 7 modules and submitting your capstone project, you receive a verified FutureAI Certificate of Completion. You will also receive an official PDF course manual covering all 7 modules.

Home CoursesData Science & Machine Learning Masterclass

Data Science📊 Industry Standard Module 1 FREE

Data Science & Machine Learning Masterclass

Name: AI & Machine Learning Internship Programs
Price: 100 INR
Availability: InStock

Master the mathematics and code behind predictive analytics. From advanced feature engineering, statistical modeling, and deep neural networks to production MLOps pipelines and explainable AI.

4.9 Rating

3,560+ Students Enrolled

7 Weeks • Self-Paced

7 In-Depth Modules

Beginner to Advanced

Start Free Preview (Module 1) Enroll for ₹119

₹119

₹1199

90% OFF

One-time payment. Lifetime access.

Try Module 1 — FREE Unlock All 7 Modules

This course includes:

7 Professional In-Depth Modules

7 Weeks • Self-Paced

Verified Certificate of Completion

Official PDF Course Manual

Instant Lifetime Access

Secure Razorpay Payment (UPI/Card)

What You'll Master

Skills you'll gain by completing all 7 modules

NumPy array memory models: Strides, broadcasting, and vectorization vs Python loops

Advanced Pandas: Multi-indexing, group-by aggregations, rolling windows, and pivot tables

Descriptive vs Inferential statistics: Mean, variance, skewness, and kurtosis

Central Limit Theorem and Normal / Binomial / Poisson probability distributions

Cost functions and optimization: Ordinary Least Squares (OLS) vs Gradient Descent

Regularization techniques: Ridge (L2) and Lasso (L1) to eliminate overfitting

Clustering algorithms: K-Means, DBSCAN density clustering, and hierarchical agglomeration

Dimensionality reduction: Principal Component Analysis (PCA) and t-SNE visualization

Building reproducible ML pipelines using Scikit-Learn Pipeline and ColumnTransformer

Experiment tracking and model versioning using MLflow

Explainable AI (XAI): Probing black-box models using SHAP (Shapley Additive exPlanations)

Local feature importance with LIME for individual decision audits

Complete Course Curriculum

7 modules • 7 Weeks • Self-Paced• Self-paced

Learning Objectives:

NumPy array memory models: Strides, broadcasting, and vectorization vs Python loops
Advanced Pandas: Multi-indexing, group-by aggregations, rolling windows, and pivot tables
Handling messy data: KNN imputation, median replacement, and handling data leakage
Exploratory Data Analysis (EDA): Visualizing distributions with Matplotlib and Seaborn
Mini-project: Real Estate Housing Market Exploratory Analysis and Data Pipeline

Module Project:

Real-Estate Price Analytics & Automated Data Cleaning Pipeline

Why Choose This Course?

7 Professional Modules

Each module is deeply written by industry practitioners — not just tutorials, but real production systems.

Verified Certificate

Instantly verified FutureAI certificate after completion. Shareable on LinkedIn and resumes.

Official PDF Manual

Download the entire course as a professionally formatted PDF manual — yours to keep forever.

₹119 One-Time Price

No subscriptions, no hidden fees. Pay ₹119 once and get lifetime access to all modules.

Self-Paced Learning

No batch timings or deadlines. Learn at your own speed, from any device, anytime.

Secure Payments

Frequently Asked Questions

Everything you need to know before enrolling

📊 Industry Standard

Ready to Master Data Science?

Start with Module 1 for free — no credit card needed. Unlock all 7 professional modules for just ₹119.

Start Free — Module 1 Enroll for ₹119

Includes Official PDF Course Manual • Verified Certificate • Lifetime Access