This Data Analytics course provides hands-on training in Microsoft Excel, Power BI, Tableau, SQL, and Python. Learn how to clean, analyze, and visualize data, build interactive dashboards, and generate insights for data-driven decision-making. Master data manipulation, reporting, and automation to enhance business performance.

What You Will Learn

  • Data cleaning, transformation, and visualization
  • SQL for querying and managing databases
  • Power BI & Tableau for interactive dashboards
  • Python for advanced data analysis
  • Business intelligence & storytelling with data

Module 1: Introduction to Data Analytics

  • Understanding Data Analytics & Its Importance
  • Data Analytics vs. Data Science vs. Business Intelligence
  • Overview of Tools: Microsoft Excel, Power BI, Tableau, SQL, and Python

Module 2: Microsoft Excel for Data Analysis

  • Data Cleaning & Preparation in Excel
  • Using Pivot Tables & Charts for Data Visualization
  • Advanced Excel Functions (LOOKUPs, IF statements, INDEX-MATCH)
  • Data Analysis with Power Query

Module 3: SQL for Data Analytics

  • Introduction to Databases & SQL
  • Writing SQL Queries (SELECT, JOIN, GROUP BY, HAVING)
  • Data Cleaning & Transformation in SQL
  • Optimizing Queries & Working with Large Datasets

Module 4: Power BI for Business Intelligence

  • Introduction to Power BI & Data Connections
  • Creating Interactive Dashboards
  • DAX Functions for Advanced Calculations
  • Publishing & Sharing Reports

Module 5: Tableau for Data Visualization

  • Connecting & Preparing Data in Tableau
  • Building Interactive Visualizations
  • Advanced Analytics with Calculated Fields
  • Dashboard Design & Storytelling

Module 6: Python for Data Analysis

  • Introduction to Python & Jupyter Notebooks
  • Data Manipulation with Pandas & NumPy
  • Data Visualization with Matplotlib & Seaborn
  • Automating Data Analysis with Python

Module 7: Data-Driven Decision Making

  • Identifying Business Problems & KPIs
  • Storytelling with Data
  • A/B Testing & Hypothesis Testing
  • Presenting Insights to Stakeholders

Module 8: Capstone Project & Case Studies

  • End-to-End Data Analytics Project
  • Real-World Business Case Studies
  • Portfolio Development & Career Path Guidance

 

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