Gamaka AI New Age Courses - Full Stack Data Science, ML & Gen AI Agentic AI

MOST COMPREHENSIVE • 3M INTERNSHIP • PLACEMENT SUPPORT

16 MODULES • 15 PROJECTS

Executive PGP in Full Stack Data Science, Data Analytics, Machine Learning & AI

Python • SQL • Power BI • Excel • Statistics • Machine Learning • Deep Learning • Gen AI • MongoDB • Tableau • 3M Internship

16

MODULES

15

PROJECTS

3M

INTERNSHIP

Machine Learning Python SQL Power BI

FASTEST TO AI ENGINEER • JOB-READY IN 3 MONTHS

25+ TOOLS • 4/5 MONTHS

Executive PGP in Gen AI & Agentic AI — 25+ Tools

LLM • Prompt Engineering • LangChain • RAG • LlamaIndex • CrewAI • AutoGen • LangGraph • n8n • FastAPI • Streamlit • Hugging Face

25+

AI TOOLS

7

PROJECTS

3M

JOB READY

LangChain RAG CrewAI LangGraph

1

Full Stack Data Science, Data Analytics, Machine Learning & AI — Full Curriculum

16 Modules Python Ecosystem • SQL • Statistics • Power BI • Excel • ML • DL • NLP • LLM • MongoDB • Tableau

🚀 Program Flow & EcosystemsSTART HERE

Data Analytics Ecosystem: role, lifecycle (collection, cleaning, processing, analysis, visualization, reporting), stakeholders
Data Science Ecosystem: ML lifecycle (feature engineering, training, validation, evaluation), roles
Gen AI Ecosystem: LLMs, multimodal, transformer (conceptual), GenAI stack (data, models, APIs, frameworks, infra), application architectures

🐍 Python Ecosystem & Scripting (Full)

Setup: Python install Win/Linux/macOS, distributions, package managers, venv, IDEs VS Code PyCharm, Anaconda
Basics: syntax, indentation, variables, data types, I/O, scripts, CLI execution
Functional: functions, return values, args, lambda, map filter reduce, comprehensions
Control Flow: if elif else, for while, break continue pass, nested loops
File Handling, Exception, OOP, Advanced decorators, Regex, Jupyter Colab Git

📊 Python Libraries, Visualization, EDA & AI Assistants

NumPy Pandas cleaning missing, Matplotlib Seaborn Plotly Cufflinks interactive
EDA: univariate bivariate correlation, PandasAI natural language queries
AI Assistants: Anaconda AI Assistant, Gemini AI, Responsible AI, Python with GenAI APIs

🗄️ SQL — From Basics to Gen AI + SQL (Full)

Intro: Database, RDBMS, SQL vs NoSQL, MySQL PostgreSQL
DDL DML DCL TCL DQL, Data Types Constraints PK FK, Clauses, Operators, Group By Having, Conditionals CASE WHEN, Functions, UNION, Subquery, Joins INNER LEFT RIGHT FULL, Views, Stored Procedures, Gen AI + SQL auto-generate schema mock data optimization

📈 Statistics, Time Series & Power BI (Full)

Stats: Central Tendency Euclidean Manhattan Normal Sampling Box Plot Probability Hypothesis Testing P-Value ARIMA SARIMA
Power BI: BI overview, Installation Get Data Import Direct Query, Power Query ETL M language, Data Modeling Star Snowflake, Visualization DAX Project Service AI Forecasting Anomaly Explain AI Visuals Copilot

📗 Excel — From Shortcuts to Copilot + AI (Full)

Cell Referencing Absolute Relative Named Ranges, Formulas PEMDAS, Functions Math Text Logical, Lookup VLOOKUP XLOOKUP INDEX-MATCH, Dynamic Array FILTER SORT UNIQUE, Conditional Formatting, What-If Goal Seek Scenario Manager Solver, External Data connectors, Power Query M, Power Pivot DAX, Charting professional advanced, Dashboard planning form controls slicers, Macros VBA, AI Analyze Data Ideas Pane Copilot natural language VBA AI generation

🤖 Machine Learning, Deep Learning, NLP, LLM + Self PacedINCLUDES ML

Linear Regression Rsquare MSE RMSE Ridge Lasso, Logistic Confusion Matrix TPR FPR, Decision Tree Random Forest Ensemble KNN Naive Bayes SVM Feature selection Boosting Capstone, Unsupervised Kmeans PCA Clustering, NLP model building, CNN layers, LLM fundamentals GPT PaLM Claude LLaMA Gemini Transformers pre-training tokens prompt engineering, MongoDB NoSQL CRUD indexing sharding, Tableau viz Groups Bins Sets Filters LOD Dashboard

2

Gen AI & Agentic AI — 25+ Tools — Full Curriculum

No Coding Required 4/5 Months • 7am 8am 9am / 7pm 8pm 9pm / Weekends • FC Road Pune + Online + Hybrid

🔥 BECOME JOB-READY IN 3 MONTHS AND START APPLYING FOR AI ENGINEER ROLES

Learn 25+ AI Tools & Technologies

Gen AI + Agentic AI + LLM + Prompt Engineering + Python for AI + LLM APIs + LangChain + RAG + LlamaIndex + Multi-Agent Systems + CrewAI + AutoGen + LangGraph + Langflow + n8n + FastAPI + Streamlit + Claude Code + Perplexity AI + Hugging Face + Langfuse + LangSmith + MCP + AI Workflows + Prompt Chaining + AI Automation + LLM Orchestration + AI App Development + Vector Databases

🧠

1. AI Mental Model & LLM Revolution

AI evolution, Narrow General Generative
Tokens context windows, training vs inference
Healthcare BFSI Retail EdTech use cases, GPT Gemini Claude

✨

2. Prompt Engineering

Role-based Few-shot Chain-of-thought Instruction-based
Tone formatting hallucinations structured outputs

🐍

3. Python for AI

Variables lists dicts, conditionals loops functions
File handling error handling mini-projects

4. LLM APIs

API auth OpenAI Gemini Claude, prompts responses, rate limits
Hands-on: first AI script

5. LangChain + 6. RAG

Architecture prompt templates chains memory chatbot
RAG embeddings vector search FAISS store retrieve

7. LlamaIndex + 8. AI Agents

Ingestion chunking indexing PDF chatbot, agent vs chatbot automation

9. Multi-Agent — CrewAI AutoGen

Roles collaboration delegation, business team workflow

10. LangGraph — Stateful

Graphs nodes edges state, multi-step reasoning human-in-loop pipeline

11. Langflow + n8n + FastAPI

Drag-drop no-code chatbot, triggers actions automation, FastAPI Streamlit full-stack app

12. Claude Code + Ecosystem

Code generation refactoring, Perplexity Hugging Face Langfuse LangSmith MCP scaling

13. Industry Projects — Portfolio

Enterprise RAG Chatbot
Multi-Agent Automation System
AI Data Assistant + SaaS Web App + Workflow Automation + Agentic RAG + Coding Assistant

Course Fee & Booking

Book your seat now with just ₹500 advance — Limited Seats

16 Modules + 15 Projects + 3M Internship

25+ Tools + 7 Projects

Flexible payment options. Razorpay secure. Internship certificate + Course certificate included. Placement support: resume, portfolio, mock interviews, job assistance until placement.

✓ Data Scientist

✓ Data Analyst

✓ AI Engineer

✓ LLM Engineer

Prerequisites & Who Can Join

No coding needed to start

Students, graduates, working professionals, developers, entrepreneurs, freelancers, non-technical learners
Basic computer knowledge enough, strong foundation Python during course
Batch: Early Morning 7am 8am 9am, Late Evening 7pm 8pm 9pm, Weekends Sat Sun, Regular 2-Hour 10 AM to 7 PM
Mode: Classroom Offline Pune FC Road / Live Virtual Online / Hybrid

📍 C5, C6, 2nd Floor, Rachana House, Fergusson College Rd, Deccan Gymkhana, Pune 411004
🏢 704, 7th Floor, Kushal Wallstreet, FC Road
📞 07378483656 • [email protected]