Month 1
Basics of Programming
Variables, control flow, OOP and clean coding across the three most-used industry languages.
Tech you'll use
Python
C++
Java
Back to Data Science overview
📘 Detailed Curriculum
Data Science & AI/ML — Detailed Curriculum
450+ hours of intensive practical training. Python, SQL, advanced ML, Deep Learning, NLP and MLOps — taught and supervised by Data Scientists from Netflix, Nvidia, Deloitte and EY.
9 Months
100% Online Live
Beginner to Job-Ready
927+ Hiring Partners
32+ Weeks · 13 Modules
0+
Students Placed
0+
Hiring Partners
0.0 LPA
Highest Salary
0%
Average Salary Hike
Program Highlights
Why this program works
Live Learning
Faculty-led live sessions for Python, ML and Deep Learning with TA-supported lab projects.
Dedicated Career Services
Resume crafting, profile enhancement, mock interviews and 1:1 career counselling.
Job-focused Curriculum
Strong DSA foundation plus Python, SQL, scikit-learn, TensorFlow, PyTorch, MLFlow and Hugging Face.
Hackathons & Kaggle Challenges
Real-world data competitions and hackathons that boost your portfolio.
Assured Interview Opportunities
Access to 500+ global hiring partners with placements at Nvidia, Netflix, EY, Deloitte and more.
1,437 Students Placed
Trusted track record across Data Analyst, Data Scientist, ML Engineer and AI Engineer roles.
Top Job Roles
Roles you'll be ready for
Data Scientist₹8+
Expected CTC
₹8 – 24 LPA
Core ML, statistics & business impact
AI Engineer₹10+
Expected CTC
₹10 – 30 LPA
LLMs, RAG, agents & GenAI products
Data Analyst₹5+
Expected CTC
₹5 – 14 LPA
SQL, dashboards & analytics storytelling
ML Engineer₹9+
Expected CTC
₹9 – 26 LPA
Model training, evaluation & deployment
Business Analyst₹6+
Expected CTC
₹6 – 16 LPA
Insights, decisions & product analytics
Research Engineer₹12+
Expected CTC
₹12 – 32 LPA
Applied research at AI labs & product teams
MLOps Engineer₹10+
Expected CTC
₹10 – 28 LPA
Pipelines, CI/CD & production ML systems
NLP Engineer₹10+
Expected CTC
₹10 – 26 LPA
Transformers, embeddings & language models
Computer Vision Engineer₹10+
Expected CTC
₹10 – 28 LPA
CNNs, detection & visual intelligence
Hover any role to see expected CTC range. Figures based on recent Skillians placement data across Tier-1 hiring partners.
Detailed Curriculum
Week by week, module by module
13 modules · 32+ weeks · 450+ hours of hands-on training.
Fundamentals
Master Python syntax, data types and core libraries used across data science. Loops, conditionals, OOP and clean coding.
LoopsConditionalsArraysObjectsStringsLibrariesOOP
Python
Build problem-solving logic with math, recursion and implementation problems. Time & space complexity analysis.
Logical BuildingRecursionCollectionsSpace & Time Complexity
Python
DSA
Problem-solving patterns in arrays and strings — essential for data and engineering interviews.
MatrixTwo PointersSliding WindowPrefix SumSortingBinary Search
DSA
Compiler
Trees, BSTs, graphs (BFS/DFS), shortest paths and dynamic programming — interview-grade fluency.
BSTBFSDFSShortest PathDP MemoizationDP Tabulation
DSA
Data Stack & Analytics
Vectorised computation with NumPy. Pandas dataframes — cleaning, joining, reshaping and feature engineering on real datasets.
NumPyPandasDataFramesCleaningJoinsFeature Engineering
Python
NumPy
Pandas
Apply statistics, data visualisation and SQL for effective data analysis and pattern recognition. Joins, window functions and aggregations.
SQLWindow FunctionsStatisticsHypothesis TestingEDAVisualization
SQL
Python
Build executive-grade dashboards. Connect to live data, design visual narratives and publish reports.
TableauPower BIDashboardsStorytelling
SQL
Machine Learning & AI
Foundational concepts and techniques in Machine Learning — supervised learning with regression and classification.
Supervised LearningRegressionClassificationscikit-learnCross-validation
Python
Advanced ML for prediction at scale. Ensembles, boosting, hyperparameter tuning and rigorous model evaluation.
Random ForestXGBoostLightGBMHyperparameter TuningModel Evaluation
Python
Detailed exploration of Deep Learning, Neural Networks and their applications. CNNs and RNNs in practice.
Neural NetworksCNNsRNNsTensorFlowPyTorch
TensorFlow
PyTorch
How machines understand and interpret human language — tokenization, embeddings, transformers and modern LLM workflows.
TokenizationEmbeddingsTransformersLLMsHugging Face
PyTorch
OpenAI
Meta AI
Advanced Topics & Projects
MLFlow, best Python practices and MLOps in computer vision and NLP contexts. CI/CD pipelines, deployment and monitoring.
MLFlowCI/CD for MLDockerModel DeploymentMonitoring
Python
Google AI
Designing and building an end-to-end AI/ML product — planning, modelling, deployment and showcasing.
ArchitectureModellingDeploymentShowcase
Capstone
Learning Path
Your 9-Month Journey
A meticulously sequenced roadmap from absolute beginner to job-ready Data Scientist or AI Engineer.
- Month 2
Starting with DSA
Problem-solving fundamentals — arrays, strings, hashing and recursion.
Tech you'll use
DSACompiler - Month 3
Covering Basic DSA
Linked lists, trees, stacks, queues and core algorithmic patterns.
100+ problems solvedTech you'll use
DSACompiler - Months 4–5
Going Pro at DSA
Graphs, DP, greedy and advanced patterns — interview-level command.
250+ problems solvedTech you'll use
DSACompiler - Month 5
Python for Data Science
NumPy and Pandas — vectorised computation, dataframes, cleaning and EDA.
Tech you'll use
PythonNumPyPandas - Month 6
SQL & Analytics
Joins, window functions, aggregations and real-world analytics on large datasets.
+1 analytics projectTech you'll use
SQL - Months 7–8–9
Complete AI, ML & DL
Supervised, unsupervised, deep learning and modern GenAI stacks from leading labs.
2 projects shippedTech you'll use
TensorFlowPyTorchOpenAIGoogle AIMeta AI - Month 9
Capstone Project
An end-to-end ML/AI product — modelled, deployed and ready to showcase at any interview.
Interview-ready buildTech you'll use
Capstone
Languages, Tools & Frameworks
The full tech stack you'll master
30+ industry tools across programming, analytics, ML, deep learning, GenAI and MLOps.
Programming & DSA
Python
Java
C++
DSA
Data & Analytics
NumPy
Pandas
SQL
Tableau
Power BI
Machine Learning & Deep Learning
TensorFlow
PyTorch
HuggingFace
MLflow
Generative AI & LLMs
OpenAI
Anthropic
Claude
Gemini
LLaMA
Meta AI
Google AI
RAG, Vector DBs & Agents
LangChain
LlamaIndex
Pinecone
FAISS
Chroma
MLOps & Deployment
FastAPI
Docker
GitHub Actions
Streamlit
Gradio
Where Our Alumni Work
927+ hiring partners
From global tech giants to fast-growing unicorns — our learners get hired across product, data and AI roles.
Amazon
PhysicsWallahAmazonPhysicsWallahLogos belong to their respective owners and represent companies that have hired Skillians alumni or are part of our hiring partner network.
Industry-Specific Projects
Build models that recruiters love
10 portfolio-grade projects across ML, DL, NLP, CV and Generative AI.
Industry Projects
Industry Project
End-to-end Sales Forecasting
Forecast sales using time-series ML on real retail data, with full EDA and model evaluation.
PythonPandasscikit-learnTableau
Industry Project
Customer Churn Prediction
Predict churn for telecom/SaaS users using classification, feature engineering and EDA.
Pythonscikit-learnPower BI
Industry Project
Credit Risk Scoring Model
Score loan applicants with explainable ML — handling imbalanced data and bias.
PythonXGBoostSHAP
Industry Project
Recommender System
Movie / product recommender using collaborative + content-based filtering.
PythonPandasscikit-learn
Advanced Projects
Advanced Project
Image Classification with CNNs
Train and deploy a CNN classifier on real image datasets with data augmentation.
PythonTensorFlowKeras
Advanced Project
NLP Sentiment Analyzer
Sentiment classification on social-media text with transformer-based models.
PythonHugging FacePyTorch
Advanced Project
LLM-powered RAG Assistant
Retrieval-augmented chatbot over your own document corpus with vector search.
PythonLangChainOpenAIPinecone
Advanced Project
Computer Vision — Object Detection
Detect and track objects in real-world video using state-of-the-art CV models.
PythonPyTorchYOLO
Advanced Project
MLOps Capstone — Production Pipeline
Deploy a production model with MLFlow, CI/CD and monitoring on AWS.
MLFlowDockerGitHub ActionsAWS
Advanced Project
Generative AI — Image Generation
Train and fine-tune a diffusion model for prompt-conditioned image generation.
PythonPyTorchDiffusers
Grow with Skillians
End-to-end career support
Beyond classroom — guidance from day one to your first day at work.
Resume Building
Redesign your resume with professional help and highlight your strengths in the best possible way.
Profile Enhancement
We build a robust portfolio so your profile catches the eye of prospective employers.
Interview Prep
We've analysed the most-asked interview questions and built a training module with mock interviews.
Career Mentoring
Resolve all your career-related queries in a 1:1 session with an industry expert.
Skillians AI Career Stack
Tools that get you hired
Resume Optimizer, Notes Generator, AI Interview Coach and LinkedIn Optimiser — included with your bootcamp.
FAQ
Questions, answered
No. We start from absolute Python basics and build up to advanced ML, DL and Generative AI. About 40% of our learners come from non-CS backgrounds.
Yes. You start paying only after you're placed in a job above the agreed CTC threshold. Zero upfront tuition.
Product giants like Google, Microsoft, Amazon, Meta and Adobe; data-first companies like Razorpay, PhonePe, Swiggy, Flipkart and Cred; and consulting majors like Deloitte, EY and Accenture.
100% online, live, faculty-led with TA support. Recordings, doubt-solving, weekly assignments and code reviews are all included.
Data Scientist, ML Engineer, Data Analyst, AI Engineer, NLP Engineer, Computer Vision Engineer and MLOps Engineer.
₹47.6 LPA (Apple). Our average hike is 52% with strong outcomes across Tier-1 product and consulting firms.
Refer & Earn
Earn 10,000 for every friend who enrolls.
Refer someone to a Skillians course — when they enroll, the reward is yours.
Ready to start?
Pay After Placement
Reserve your seat. Talk to admissions today and start building your career as a Data Scientist or AI Engineer.
1,437 placed · 927+ hiring partners · Highest CTC ₹47.6 LPA (Apple)