Welcome to Business Analytics!
This course introduces the core concepts of Business Analytics, equipping you with the skills to analyze data and make informed decisions. From data collection to advanced analysis, you’ll gain hands-on experience with essential tools and techniques. Get ready to leverage data for business success!
Week 1: Introduction to Business Analytics
Overview of Business Analytics:
Types of analytics:
The Analytics Process:
Tools of Business Analytics:
Week 2: Understanding Data Types and Data Collection
Types of Data:
Data Sources:
Week 3: Data Cleaning and Data Preparation
Importance of Data Cleaning:
Data Transformation:
Hands-on Activity:
Week 4: Introduction to Data Visualization
Why Data Visualization Matters:
Types of Visualizations:
Principles of Effective Visualization:
Tools for Visualization:
Hands-on Activity:
Week 5: Descriptive Analytics and Summary Statistics
Understanding Descriptive Analytics:
Measures of central tendency: Mean, Median, Mode
Measures of dispersion: Range, Variance, Standard Deviation
Exploratory Data Analysis (EDA):
Hands-on Activity:
Week 6: Predictive Analytics and Introduction to Regression
What is Predictive Analytics?
Introduction to Regression Analysis:
Week 7: Intermediate Data Visualization
Advanced Visualizations:
Tools for Data Visualization:
Week 8: Data Analytics for Business Decisions
How Analytics Supports Business Decisions:
Case Studies:
Week 9: Introduction to SQL for Data Querying
What is SQL and Why It’s Important for Analytics:
Using SQL to Query Databases:
Week 10: Introduction to Data Mining and Clustering
What is Data Mining?
Clustering Techniques:
Week 11: Predictive Modeling with Machine Learning
Overview of Machine Learning:
Hands-on Introduction to ML Tools:
Week 12: Prescriptive Analytics and Optimization
What is Prescriptive Analytics?
Introduction to Optimization Techniques:
Real-World Applications:
Week 13: Prescriptive Analytics and Optimization
Objective:
Tasks:
Collaboration:
Week 14: Workshop 2: Predictive Modeling and Forecasting
Objective:
Tasks:
Collaboration:
Week 15: Workshop 3: Customer Segmentation Using Clustering
Objective:
Tasks:
Collaboration:
Week 16: Workshop 4: Data-Driven Business Strategy Development
Objective:
Tasks:
Collaboration:
Tools and Software Used:
This course is specifically designed for school students who want to gain an understanding of Business Analytics.
Basic knowledge of data analysis and statistics is required. Our Introduction to Business Analytics will help you get ready for this course.
The course is tailored for middle and high school students. However, any enthusiastic learner interested in the subject is welcome to join.
Yes, upon successful completion of the course, you will be awarded a certificate. This certificate recognizes your understanding of Business Analytics..
Enrollment is simple! Choose the course, and follow the enrollment instructions. If you encounter any issues, our support team is ready to assist you.
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