CognitiaX AI · Program
Data Analyst Course with 100% Placement Guaranteed
Python • SQL • Excel • Power BI • Tableau • Snowflake – job-ready Data Analyst program.
Duration: 5–6 monthsOffline: ₹80,000Online: ₹65,000Next batch: 5th December
Program Highlights
- • Live instructor-led classes with recordings
- • 70% hands-on analytics & dashboards
- • Placement & interview preparation support
Tools you’ll master
PythonPandasNumPySQLExcelPower BITableauSnowflakeAWS / Azure
Detailed Syllabus
Here’s how we take you from basics to a job-ready Data Analytics / Data Analyst.
Introduction to Data Analytics
- What is Data Analytics & role of a Data Analyst
- Career paths, domains & salary trends
- Analytics lifecycle & business problem framing
- Course roadmap & learning outcomes
Python Setup & Analytics Foundations(6–8 hours)
- Python environment setup (Colab, Anaconda, VS Code)
- Variables, data types & operators
- Lists, tuples, dictionaries & sets
- Conditional logic, loops & functions
Data Analysis with Python (NumPy & Pandas)
- NumPy arrays & vectorised operations
- Pandas Series & DataFrames
- Importing CSV, Excel & SQL data
- Data cleaning & preprocessing
- Joins, merges, groupby & aggregations
- Exploratory Data Analysis (EDA)
Statistics & Probability for Analytics
- Mean, median, mode, variance & standard deviation
- Normal, binomial & Poisson distributions
- Correlation & covariance
- Sampling, CLT & confidence intervals
- Hypothesis testing (t-test, chi-square – intuition)
SQL for Data Analysts
- SELECT, WHERE, ORDER BY, LIMIT
- GROUP BY, HAVING & aggregations
- JOINS (INNER, LEFT, RIGHT, FULL)
- Subqueries & CTEs
- Window functions overview
Advanced Excel for Business Analysis
- IF, SUMIFS, COUNTIFS, INDEX-MATCH
- Text, date & lookup functions
- Pivot tables & pivot charts
- MIS reports & Excel dashboards
Power BI Dashboards & Reporting
- Power BI workflow & data connections
- Power Query transformations
- Data modeling & relationships
- Intro to DAX (measures & calculated columns)
- Interactive dashboards & publishing
Tableau for Data Visualisation
- Connecting data sources
- Charts, dimensions & measures
- Filters, parameters & calculations
- Dashboards & storytelling
Snowflake & Cloud Analytics
- Database vs Data Warehouse
- Snowflake architecture overview
- Data loading & querying basics
- Connecting BI tools to Snowflake
Capstone Projects & Interview Prep
- Power BI sales & revenue dashboard
- Banking / UPI analytics project
- Excel + SQL MIS reporting
- Mock interviews & resume optimisation
Real-World Projects You’ll Build
- • Power BI Sales & Revenue Dashboard
- • UPI / Banking Analytics Project
- • Excel + SQL MIS Reporting
- • Tableau Storytelling Dashboard