Explore the modules of our Data Analytics course designed to help you achieve your learning goals.
Module 1: Introduction to Data Analytics
- What is Data Analytics?
- Importance in Business & Industry
- Types of Data Analytics (Descriptive, Diagnostic, Predictive, Prescriptive)
- Data Analytics Workflow
Module 2: Data Collection & Cleaning
- Data Sources (Structured vs. Unstructured Data)
- Data Cleaning Techniques (Handling Missing Values, Outliers, Duplicates)
- Introduction to Excel for Data Cleaning
- Hands-on Exercise: Cleaning a Dataset in Excel
Module 3: Exploratory Data Analysis (EDA)
- Descriptive Statistics (Mean, Median, Variance, Standard Deviation)
- Data Visualization Basics (Bar Charts, Histograms, Scatter Plots)
- Correlation & Trends
- Hands-on Exercise: Analyzing a Dataset with Python (Pandas & Matplotlib)
Module 4: SQL for Data Analytics
- Introduction to Databases & SQL
- Basic SQL Queries (SELECT, WHERE, GROUP BY, JOINs)
- Aggregations (COUNT, SUM, AVG)
- Hands-on Exercise: Querying a Database (Using SQLite or PostgreSQL)
Module 5: Data Visualization & Storytelling
- Principles of Effective Data Visualization
- Introduction to Tableau/Power BI
- Creating Dashboards & Reports
- Hands-on Exercise: Building a Dashboard in Tableau
Module 6: Introduction to Python for Data Analytics
- Python Basics for Analytics (Pandas, NumPy)
- Data Manipulation & Analysis
- Basic Statistical Analysis
- Hands-on Exercise: Analyzing Sales Data with Python
Module 7: Predictive Analytics Basics
- Introduction to Machine Learning Concepts
- Linear Regression (Simple Example)
- Evaluating Model Performance
- Hands-on Exercise: Building a Simple Predictive Model
Module 8: Real-World Applications & Case Studies
- Business Analytics (Sales, Marketing, Finance)
- Healthcare & Social Media Analytics
- Ethics & Privacy in Data Analytics
- Capstone Project: End-to-End Data Analysis
Excel Advanced
Coming Soon! This course will cover advanced Excel techniques, including macros, pivot tables, and data visualization.
Python Advanced
Coming Soon! This course will focus on advanced Python programming concepts to be used for Data Analysis and Automation
Portfolio Management
Coming Soon! This course will provide mentorship and help you build a robust and an excellent portfolio which will make you more than ready to enter the Industry.