Agentic AI Curriculum
Every module runs on a Generate → Validate → Improve workflow. You use AI to accelerate, then learn to question, fix, and own the output.
12 Month Program
Modern Data Science and ML with specialisation in AI
From SQL to RAG pipelines, dashboards to deployed models one curriculum built for where data roles are headed with Specialisation in AI
Next cohort starts May 2026
AI-Integrated Curriculum
AI built into every module , not bolted on after.
Unlock Lifelong Learning
Curriculum updates forever — no extra cost.
Fundamentals First
Foundations that lasts. Artificial Intelligence that compounds
AI Shift
The Only DS & ML Program That Evolves With AI.
Built across analytics, ML engineering, and AI application development for the roles actually being hired for. Here's where Scaler helps:
Ready to join Scaler and take your first step towards success?
who it is for?
Data roles are changing. Most skill sets haven't.
The gap isn't effort; it's that what companies hire for today goes well beyond what most Data programs teach.
I want to move beyond just coding and start understanding how data actually drives impact.
0-4 Years
SDEs, QA Engineers, Analysts & Non-Tech Graduates
You're early in your career. Now build the data and AI skills that move you from execution to decision-making roles.
What you'll gain
- End-to-end workflows using SQL, Python, dashboards, and AI
- Foundation in analytics with AI tools to accelerate learning
- Real-world projects to showcase in interviews
AI is the operating system
Data Science, Analytics, and ML Engineering Have Changed.
Execution is automated. Other programmes teach you to build dashboards. We teach you to make AI-driven decisions.
AI-Assisted Labs
AI reviews your configurations, surfaces misconfigurations, and simulates real production failures.
AI-Driven Project
Every project goes from raw data to a deployed, AI-integrated system. Your portfolio shows end-to-end ownership, not just completed assignments.
AI Mock Interviews
Give mock interviews to live avatars trained on real data science and AI engineering interview formats. Case-based, reasoning-first, so you walk into the room ready.
Tools you’ll learn with us:
Curriculum
Find the AI Path for your role
Instructors, mentors, and leaders from industry who shape what you learn and how you grow.
How is This Module Future Proof
SQL is the universal data language. Every data role. Analyst, scientist, engineer. Requires SQL. AI tools generate queries, but engineers who understand SQL can validate and optimise them
Core
Advanced SQL & AI for Data Professionals
Master SQL from foundations to advanced analytics. Schema design, joins, window functions, CTEs, and query optimisation. Learn to use AI for query generation, debugging, and data exploration from day one.
2 Months25 sessionsSQL Mastery
What you'll learn
01
SQL foundations & queryingSchema basics, data filtering, NULLs, aggregation, GROUP BY, JOINs, subqueries, and CASE statements
02
Advanced SQL techniquesWindow functions, CTEs, date/time operations, query optimisation, indexing, and real-world case studies
03
AI-powered SQL workflowsAI-assisted query generation, debugging, and data exploration integrated throughout every session
Want to dive deeper into the details?
Ready to join Scaler and take your first step towards success?
Project
Every project goes from raw data to a deployed, AI-integrated system. That's the new bar.
Every project is interview-ready and AI-integrated. Something you can open, walk through, and defend - including the AI features you built into it.
ADVANCED SQL & AI
Swiggy Order Intelligence & Business Metrics System
Build SQL-driven revenue diagnostics, customer lifetime value analysis, and AI-augmented query workflows on millions of food delivery orders.
PostgreSQLAI SQL AssistantsPythonDBeaver
AI generates first-draft queries, catches logic errors, and writes insight narratives
GENERATIVE AI
AI-Powered Business Insights Engine for Quick Commerce
Build an AI pipeline that ingests raw operations data, detects anomalies in real time, and generates natural language reports for dark store performance.
OpenAI APIPandasPrompt EngineeringPython
LLM APIs transform raw data into executive-ready insight summaries automatically
EXPERIMENTATION
Meesho A/B Experimentation Platform
Design and run A/B tests on checkout conversion for 150M+ users. Build Bayesian testing frameworks, segment analysis, and AI-powered experiment review.
SciPyStatsmodelsPyMCPandas
AI audits experiment designs, identifies confounds, and validates statistical rigor
CLOUD & AWS
Myntra Real-Time Sales Intelligence Pipeline on AWS
Build an end-to-end cloud data pipeline from raw event logs to live dashboards, powering real-time decisions during peak fashion sale events.
AWS S3AWS GlueAmazon AthenaTableau
AI generates contextual insights from pipeline output during live sale events
SUPERVISED ML
Credit Risk & Loan Default Prediction System
Train and compare Logistic Regression, XGBoost, and LightGBM models on real lending data. Build SHAP explainability and deploy a scoring API.
scikit-learnXGBoostSHAPFlask
AI generates plain-language explanations of model decisions for compliance review
NLP & TRANSFORMERS
Customer Support Intelligence & Auto-Escalation Engine
Fine-tune BERT for ticket classification, build custom NER for payment entities, and create an auto-escalation pipeline with AI-drafted responses.
Hugging FaceBERTspaCyOpenAI API
LLM-generated response drafts reduce average resolution time by 40%
instructors / mentors
Learn from the top 0.1% of practitioners.
Scaler instructors and mentors aren't watching the AI shift from the sidelines. They're building through it, and they bring that into every session
Problem Solving & System Design
Taught by Anshuman Singh
Co-Founder
Two-time ACM ICPC World Finalist. Built Facebook Messenger as a founding team member.
15+ YOE15+ Years of Experience
4.9
4.9
System Design & Backend Architecture
Taught by Shivank Agarwal
Ex SDE Manager @ Microsoft
A decade at Microsoft and Oracle. Now SVP of Engineering at Scaler, building next-gen engineers.
14+ YOE14+ Years of Experience4.7
4.7
DSA & Full Stack Development
Taught by Naman Bhalla
Co-Founder Scaler AI Labs
Google Kickstart global rank 135. ACM ICPC rank 37. Built Scaler Topics from scratch.
6+ YOE6+ Years of Experience4.8
4.8
Backend Engineering & System Design
Taught by Shubham Singh
Software Engineer @
Builds products at Uber's global scale. Ex-Dream11 engineer shipping to hundreds of millions of users.
5+ YOE5+ Years of Experience4.7
4.7
Data Analytics, SQL & Business Intelligence
Taught by Saurabh Kango
Senior Manager, DS&A @
Ex-LinkedIn Analytics Lead and Airbnb Data Scientist. Guided 100+ students in analytics and BI.
10+ YOE10+ Years of Experience4.8
4.8
Machine Learning & Deep Learning
Taught by Thanish Batcha
Senior Data Scientist II @ 
Built end-to-end ML at Amazon using BERT and RoBERTa. Top finisher at MachineHack hackathons.
8+ YOE8+ Years of Experience4.7
4.7Problem Solving & System Design
Taught by Anshuman Singh
Co-Founder
Two-time ACM ICPC World Finalist. Built Facebook Messenger as a founding team member.
15+ YOE15+ Years of Experience4.9
4.9System Design & Backend Architecture
Taught by Shivank Agarwal
Ex SDE Manager @ Microsoft
A decade at Microsoft and Oracle. Now SVP of Engineering at Scaler, building next-gen engineers.
14+ YOE14+ Years of Experience4.7
4.7DSA & Full Stack Development
Taught by Naman Bhalla
Co-Founder Scaler AI Labs
Google Kickstart global rank 135. ACM ICPC rank 37. Built Scaler Topics from scratch.
6+ YOE6+ Years of Experience4.8
4.8Backend Engineering & System Design
Taught by Shubham Singh
Software Engineer @
Builds products at Uber's global scale. Ex-Dream11 engineer shipping to hundreds of millions of users.
5+ YOE5+ Years of Experience4.7
4.7how scaler works
This isn't an AI content library. It's a system built around AI-era progress.
Designed for people with jobs, ambition, and limited time. Structure, people, practice, an accountability are built in so AI upskilling turns into capability, not content consumption
01AI-first structured curriculum
AI-first structured curriculum. Not retrofitted. Rebuilt.
Every module reflects how the best engineering and data teams work today with AI-assisted workflows, current interview standards, and the roles companies are hiring for now
021:1 mentor support
The people who guide you are still building the industry
Your mentors are active industry professionals,currently employed, currently hiring, currently solving the same problems you will face. They review your work, unblock you in real time, and bring the kind of judgment that only comes from being inside the teams you want to join.
03Projects, AI labs, and evaluated practice
Projects, AI labs, and evaluated practice You learn it. You use it. You get evaluated on it.
Projects land module by module, tied to real business cases and interview-ready builds. The distance between learning and application is zero.
04Scaler-built preparation products
Built at Scaler The practice environment is built to match the hiring environment.
Scaler's own coding platform, terminal-based judges, and AI mock interviews are built in-house designed around exactly the way technical hiring works today. Nothing about the real thing should feel unfamiliar.
05Backed by a Strong Tech Community
Community, accountability, and career support. It is your professional network for the next decade.
Structured check-ins, career support, and exclusive access to 1,00,000+ Scaler alumni keep you moving long after the program ends. The community outlasts the curriculum.
06Learning never ends
Lifelong access and continuous learning The program ends. The access does not.
Live sessions, regular curriculum updates, and lifetime access to recorded content mean you remain current as the industry moves. Not caught up. Ahead of it.
Want to learn more about our ventures and collaborations?
CERTIFICATE
Will you be certified? Of course! It’ll look great on your resume and LinkedIn
Where AI-native engineering takes you
AI didn't replace data roles. It created new ones that pay more.
- Applied AI Data Scientist
- ML Systems Engineer
- AI Platform & LLMOps Engineer
- Multimodal AI Engineer
- AI-Augmented Decision Scientist
- Growth Scientist
- Insights Analyst
11M
Data science & analytics job openings projected in India alone by 2026 — supply doesn't come close
NASSCOM / Taggd Research, 2026
56%
Wage premium that AI-skilled workers earn over peers in equivalent roles — doubled from 25% just one year ago
PwC Global AI Jobs Barometer, 2025
30-50%
Extra salary ML specialists earn over generalists at the same experience level — depth beats breadth
Wealthvieu / BLS Projections, 2026
60-73%
Demand-supply gap for ML Engineers and Data Scientists in India — most open roles cannot be filled
NASSCOM / Taggd Research, 2026
Stories
Real AI-era career moves, not generic success stories.
Numbers tell part of the story. These are the role shifts behind them.
0%Hike
Shivam Prakash
Computer Scientist, Adobe
Before:Backend Engineer, Ericsson
Now:Computer Scientist, Adobe
3 OFFERSExplore more
“This journey has been an incredible blend of theoretical knowledge and hands-on experience, equipping me with the skills to tackle real-world challenges in the dynamic field of AI and ML. I'm excited to leverage this knowledge to contribute meaningfully to the ever-evolving landscape of technology and innovation.”
Sahil Bansal
Data Scientist, Fractal
Rajesh Somasundaram
Machine Learning Ops Engineer-2, NinjaCart
Before:Software Engineer - II, HERE Technologies
Now:Machine Learning Ops Engineer-2, NinjaCart
Arun M V
Applied scientist, GoKwik
0%Hike
Divyanshu Tanter
AI Researcher and Developer, Dassault Systems
Before:Data Scientist, Wipro Limited
Now:AI Researcher and Developer, Dassault Systems
4 OFFERSExplore more
“In just 2.5 months of joining Scaler, I not only learned the fundamentals but also advanced-level concepts in Data Science and Machine Learning. The structured approach, comprehensive curriculum, and unwavering guidance of mentors like Srikanth Varma Chekuri, Naman Bhalla, Mudit Goel , and a fantastic cohort of peers made this journey incredibly rewarding.”
Akshat Arora
Data Scientist, Landmark Group
Madhuri Kukreja
Associate Analyst, Razorpay
Before:Associate Analyst, XL Dynamics
Now:Associate Analyst, Razorpay
0%Hike
Sayyam Bhandari
Data Engineer, Amazon
Before:Sr BI Analyst, USEReady INC.
Now:Data Engineer, Amazon
2 OFFERSExplore more
“Scaler Academy's program is truly exceptional, providing me with the skills and confidence necessary to thrive in the field of Full-Stack_Data Engineer. The practical projects and real-world scenarios prepared me well for the challenges ahead”
Vempali B N V D Sivasanthosh
Full Stack data Engineer, Fractal
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Community
37,000+ tech professionals. Your next network.
our free courses
Data Science and Machine Learning Skills you will learn
Starting at
₹ 9,791/month
Total ₹ 3,99,000*
Learn AI, stay ahead, and make the best investment for your future with EMI and a ₹20,000 upfront commitment.
What's included
No-cost EMI available
Flexible monthly payments
Full Day access from Day 1
All tracks, all modules, all tools
Lifelong Access Unlock
Curriculum, recordings, and future updates
Career support included
Resume review, mock interviews, placement assistance
Sneak-peak into our course
Register for a Free Masterclass
Instructors, mentors, and leaders from industry who shape what you learn and how you grow.
news
Featured in the News
Deep dives on AI careers, learning strategies, and what the data actually says about the market
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From the Scaler editorial desk
Deep dives on AI careers, learning strategies, and what the data actually says about the market
FREQUENTLY ASKED QUESTIONS
Got Questions? We've Got Answers
Still having doubts regarding program details?
Reach out to the team for more information.
Ready to upskill in Data Science and Machine Learning
What is Scaler's Data Science Course and why should I join it?
Scaler’s Data Science course is a comprehensive online program designed to take you from the fundamentals to advanced expertise in data science. It spans around 12 months of rigorous training, covering everything from basic tools (Excel, SQL, Python) and statistics to cutting-edge machine learning and deep learning techniques. The curriculum ensures you master all crucial skills for success in the field, backed by secure placement support.
What makes Scaler’s course stand out is its focus on industry readiness. Classes are live and interactive, led by top industry instructors (including experts who have built products like Facebook Messenger and Uber). You also get 1:1 mentorship from experienced data scientists throughout the program, with personalized guidance on projects, career advice, and doubt-solving.
With over 50+ hands-on projects and real-world case studies, you build a strong portfolio as you learn. On top of that, Scaler provides extensive career support—from resume workshops and interview preparation to networking opportunities with a community of 40,000+ peers and 900+ hiring partner companies. Many alumni have successfully transitioned into data science roles, often with significant salary hikes (median ~110% increase after completion).
Key Highlights of Scaler’s Data Science Course:
1:1 Mentorship by Industry Experts: Monthly mentorship and on-demand guidance from seasoned data scientists who know what skills you need to get hired.
Live Classes with Top Instructors: Learn through live online classes thrice a week, taught by instructors who have built world-class products.
Hands-on Projects & Case Studies: Work on 50+ projects, case studies, and assignments that mirror real business problems, ensuring practical experience.
Career Development Support: Access career counseling, mock interviews, resume building, and an alumni network to boost your job prospects in data science.
This holistic approach ensures that by the end of the course, you are not just certified, but truly job-ready as a data scientist, data analyst, data engineer, or business analyst.
Want to learn more about our ventures and collaborations?