Data Science & AI Course in Janakpuri, Delhi
Learn Data Science & AI at our Janakpuri (District Centre) branch — Janakpuri West / Janakpuri East Metro. Classroom + live online, real company projects, and placement support.
Why learn Data Science & AI in Janakpuri?
Students from Janakpuri, Tilak Nagar, Vikaspuri, Hari Nagar, Rajouri Garden and Subhash Nagar choose our Janakpuri centre because it is close to Janakpuri West / Janakpuri East Metro and the batches fit around college and office timings. Every class is hands-on with company-style data, and your progress is tracked topic by topic on our online test portal.
201, 2nd Floor, Westend Mall, District Centre, Janakpuri, New Delhi, 110058
🚇 Janakpuri West / Janakpuri East Metro · 🕘 Mon–Sat, 9 AM – 6 PM
Data Science & AI syllabus
01Data Science & AI Foundation (10 hrs)4 topics
- Data analyst vs data scientist vs ML engineer
- AI vs ML vs deep learning vs GenAI
- Data science lifecycle & CRISP-DM
- Turning a business problem into a data science problem
02Advanced Excel + AI for Analytics (20 hrs)5 topics
- XLOOKUP, INDEX-MATCH, SUMIFS, dynamic arrays
- Power Query, Pivot Tables, Power Pivot, Solver
- Regression & forecasting in Excel
- Copilot / GenAI workflows; generating VBA with AI
- Project: sales & profitability dashboard
03SQL + Database + AI (35 hrs)5 topics
- Joins, CASE, subqueries, views
- CTEs, recursive CTEs, window functions, LEAD / LAG
- Running totals, moving averages, cohort analysis
- AI-generated SQL & natural language → SQL
- Project: e-commerce customer & sales analytics
04Python Programming (35 hrs)3 topics
- Core Python, OOP, modules & virtual environments
- APIs, JSON, regex, web data collection
- Jupyter, Google Colab, VS Code
05Python for Data Analysis (30 hrs)4 topics
- NumPy vectorisation & broadcasting
- Pandas GroupBy, merge, pivot, apply
- Matplotlib, Seaborn, Plotly
- Project: customer sales & marketing analysis
06Statistics & Probability (30 hrs)4 topics
- Descriptive statistics, IQR, z-score, correlation
- Probability, Bayes theorem & distributions
- Sampling, confidence intervals, hypothesis tests (t, z, chi-square, ANOVA)
- A/B testing & campaign analysis
07Data Visualisation — Power BI + Tableau (20 hrs)3 topics
- Power BI modelling, DAX, RLS, storytelling
- Tableau calculated fields, parameters & stories
- Project: management BI dashboard
08Exploratory Data Analysis (20 hrs)4 topics
- Missing values, outliers, duplicates
- Univariate, bivariate & multivariate analysis
- Feature creation & data leakage
- Project: loan applicant analysis
09Machine Learning (55 hrs)4 topics
- Supervised vs unsupervised; train / test, cross-validation, bias / variance
- Linear, ridge, lasso & elastic-net regression
- Logistic regression, KNN, Naive Bayes, decision tree, random forest, SVM
- Bagging & boosting: XGBoost, LightGBM, CatBoost
10Advanced ML & Model Evaluation (25 hrs)4 topics
- K-Means, hierarchical clustering, DBSCAN, PCA, anomaly detection
- MAE, RMSE, R², MAPE; precision, recall, F1, ROC-AUC
- Hyperparameter tuning, feature selection, explainability
- Project: customer segmentation
11Time Series & Forecasting (15 hrs)3 topics
- Trend, seasonality, stationarity
- Moving average, exponential smoothing, ARIMA, SARIMA, Prophet
- Projects: sales & inventory demand forecasting
12NLP (20 hrs)3 topics
- Tokenisation, stemming, lemmatisation, TF-IDF
- Word embeddings, transformers, Hugging Face, BERT
- Project: customer review sentiment analysis
13Deep Learning (30 hrs)4 topics
- Neural networks, backpropagation, optimisers
- TensorFlow, Keras, PyTorch
- CNNs, transfer learning, RNN, LSTM, GRU
- Project: image classification or churn neural network
14Generative AI & LLMs (30 hrs)3 topics
- LLM concepts, tokens, context window, embeddings
- OpenAI API & Hugging Face
- Prompt engineering: zero / few-shot, chain-of-thought, structured output
15RAG Applications (20 hrs)4 topics
- Chunking, embeddings, vector databases
- Retrieval, context injection, evaluation
- LangChain, FAISS / Chroma
- Project: institute knowledge assistant
16Agentic AI (20 hrs)3 topics
- Agents, tools & function calling
- Memory, planning, multi-agent systems, human-in-the-loop
- AI sales, resume-screening & MIS reporting agents
17Deployment & MLOps (25 hrs)3 topics
- Streamlit, Flask / FastAPI, Gradio
- Docker basics
- Model versioning, experiment tracking, MLflow, monitoring
18Cloud & Big Data Basics (15 hrs)2 topics
- AWS / Azure / GCP concepts
- Spark, PySpark, ETL & data pipelines
19Git / GitHub + Portfolio (10 hrs)3 topics
- Git, branches, commits, pull requests
- README & project documentation
- A GitHub portfolio of 10–15 projects
20Capstone Projects (40 hrs)3 topics
- Business data science: SQL + Python + statistics + ML + Power BI
- AI / ML: churn prediction platform with explainability & Streamlit
- GenAI: enterprise RAG + AI agent web application
21Interview & Placement Preparation (20 hrs)3 topics
- SQL, Python, statistics, ML & Power BI question banks
- Case studies & mock interviews (technical, HR, managerial)
- ATS resume, LinkedIn, GitHub & Kaggle profile
Read the full Data Science & AI syllabus page →
Fees & duration
| Programme | Duration | Fees |
|---|---|---|
| Professional Data Science & AI (GenAI, ML & Agentic AI) | 10–12 months | ₹75,000 + GST |
FAQs — Data Science & AI course in Janakpuri
Where is the Data Science & AI institute in Janakpuri?
Our Janakpuri (District Centre) branch is at 201, 2nd Floor, Westend Mall, District Centre, Janakpuri, New Delhi, 110058. Nearest metro: Janakpuri West / Janakpuri East Metro.
What is the fee for the Data Science & AI course in Janakpuri?
It is part of Professional Data Science & AI (GenAI, ML & Agentic AI) (₹75,000 + GST, 10–12 months). Instalments are available.
Do you have weekend batches in Janakpuri?
Yes — weekday and weekend batches run at the Janakpuri branch, and live online batches are available if you cannot travel.
Is there placement support?
Yes. Aptitude training, resume and LinkedIn building, mock interviews and company drives through our online test portal.
Students from which areas join this branch?
Mostly from Janakpuri, Tilak Nagar, Vikaspuri, Hari Nagar, Rajouri Garden, Subhash Nagar and nearby areas of West Delhi.