Course Syllabus
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Python for Data Science
with AI Analytics
Data Science Beginner to Intermediate 3 Months ₹5–14 LPA
Course Overview
Transform raw data into business insights. Learn Python, data analysis, and visualization using AI-powered analytics tools used by top companies.
What You'll Learn
- Python Fundamentals
- NumPy & Pandas
- Data Visualization (Matplotlib, Seaborn)
- Statistical Analysis
- SQL & Database Querying
- Power BI & Tableau
- AI-Assisted EDA
- Capstone Data Projects
AI Tools Covered
Jupyter AIChatGPT for AnalysisJulius AIDataRobot
Detailed Curriculum
Python FundamentalsWeek 1–2
- Python syntax & data types
- Lists, dicts, sets & tuples
- Functions & lambda
- File I/O & error handling
NumPy & PandasWeek 3–4
- NumPy arrays & matrix ops
- Pandas DataFrame
- Data cleaning & transformation
- GroupBy & pivot tables
VisualizationWeek 5–6
- Matplotlib plots
- Seaborn statistical charts
- Plotly interactive charts
- Streamlit dashboards
SQL & DatabasesWeek 7–8
- SQL queries & joins
- SQLite with Python
- PostgreSQL basics
- Data extraction & ETL
BI Tools & CapstoneWeek 9–12
- Power BI dashboards
- Tableau fundamentals
- AI-assisted EDA
- Capstone data project
Hands-On Projects
Sales Analytics Dashboard
Retail sales analysis with interactive Power BI dashboard
PythonPandasPower BISQL
Customer Churn Analysis
Predict customer churn with ML & visualize insights
PythonScikit-learnMatplotlibStreamlit
Financial Data Analyzer
Stock market analysis and trend visualization
PythonPlotlyyfinanceStreamlit
Career Opportunities
Data AnalystData ScientistBI AnalystPython Analyst
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