Data Analytics Course in Kolkata
Industry Curriculum & Syllabus Modules
Advanced Excel for Business Analytics
VLOOKUP, XLOOKUP, INDEX-MATCH, Pivot Tables, Power Query, dynamic arrays, and conditional formatting.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Data Modeling & Statistical Fundamentals
Mean, median, standard deviation, correlation, hypothesis testing, and business KPIs.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Relational SQL for Data Extraction
SELECT queries, WHERE filtering, GROUP BY, aggregations, inner/outer JOINs, and window functions.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Complex SQL Queries & Subqueries
CTEs (Common Table Expressions), case statements, stored procedures, and database views.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Power BI: Data Import & Transformation
Connecting diverse data sources, Power Query Editor, data cleaning, and unpivoting datasets.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
DAX (Data Analysis Expressions) Mastery
Calculated columns, measures, CALCULATE, time intelligence functions, and DAX filters.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Interactive Dashboard Design in Power BI
KPI cards, drill-through reports, custom visuals, tooltips, and executive dashboard layouts.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Introduction to Tableau Visualization
Connecting data, worksheets, calculated fields, dashboard actions, and storyboards.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Python for Data Analytics
Jupyter Notebooks, Python syntax, NumPy numerical arrays, and operations.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Data Manipulation with Pandas
DataFrames, filtering, merging, grouping, handling missing values, and data aggregation.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
Exploratory Data Analysis (EDA) & Visualization
Matplotlib charts, Seaborn statistical plots, correlation heatmaps, and distribution plots.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
End-to-End Business Case Studies & Placement
Sales analytics, customer churn analysis dashboard, portfolio creation, and corporate interview prep.
- Hands-on practical code implementations
- Live scenario architecture & debugging
- Enterprise code review & optimization
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