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Business Analytics Training
Business Analytics Training
Curriculum
7 Sections
21 Lessons
36 Hours
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Module 1: Introduction to Business Analytics
3
1.1
Overview of Business Analytics & Its Applications
1.2
Importance of Data-Driven Decision Making
1.3
Types of Business Analytics: Descriptive, Predictive, and Prescriptive
Module 2: Data Handling & Management
3
2.1
Basics of Data Collection & Cleaning
2.2
Introduction to Databases & SQL for Data Retrieval
2.3
Data Structuring and Manipulation in Excel & Python
Module 3: Exploratory Data Analysis (EDA)
3
3.1
Understanding Data Patterns & Trends
3.2
Statistical Analysis & Hypothesis Testing
3.3
Data Visualization Techniques (Excel, Tableau, Power BI)
Module 4: Predictive Analytics & Machine Learning Basics
3
4.1
Introduction to Predictive Modeling
4.2
Regression Analysis & Time Series Forecasting
4.3
Basics of Machine Learning: Decision Trees, Clustering, Classification
Module 5: Business Intelligence & Dashboarding
3
5.1
Creating Interactive Dashboards with Tableau & Power BI
5.2
KPI Measurement & Performance Tracking
5.3
Storytelling with Data for Business Insights
Module 6: Case Studies & Hands-On Projects
3
6.1
Real-World Business Problems & Data-Driven Solutions
6.2
Industry-Specific Analytics Use Cases (Finance, Marketing, Operations)
6.3
Capstone Project: End-to-End Data Analysis & Presentation
Module 7: Certification & Career Guidance
3
7.1
Certification Exam & Course Completion
7.2
Resume Building & Job Readiness Tips
7.3
Career Paths in Business Analytics
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Introduction to Databases & SQL for Data Retrieval
Understanding Data Patterns & Trends
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