Detailed Program Overview & Curriculum
🧠 Core Python & Data Science
- Python Fundamentals & OOP
- Data Structures & File Handling
- Jupyter & VS Code
- Mini Project
🐍 Advanced Python
- NumPy & Pandas
- Data Cleaning & EDA
- Data Visualization
- Project
🗄️ SQL for Data Analytics
- SQL Queries & Joins
- Advanced SQL (CTE, Window Functions)
- Python Integration
- Project
📊 Statistics
- Descriptive & Probability
- Hypothesis Testing
- Correlation & Analysis
🤖 Machine Learning
- Regression & Classification
- Decision Trees & Ensemble Models
- Feature Engineering
- Real-world Project
🧠 Deep Learning & Gen AI
- Neural Networks & CNN
- NLP Basics
- Transformers & LLMs
- AI Chatbot Project
🤖 Agentic AI
- AI Agents & RAG
- LangChain & Tools
- Agent Project
- ☁️ Cloud & MLOps
- AWS & GCP Basics
- Deployment (Flask/FastAPI)
- MLflow & Git
- Cloud Project
📈 Business Intelligence
- Power BI Dashboards
- Data Storytelling
- Sales Dashboard Project
📊 Advanced Excel
- Pivot Tables & Lookups
- Power Query
📊 R Programming
- R Basics & Data Handling
- Visualization & ML