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Skill Development Courses
Master Data Analysis
Master Data Analysis
Curriculum
5 Sections
20 Lessons
75 Days
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➢ Data Analysis with MS Excel
4
1.1
Advanced Formulas, Functions & Data Validation
1.2
Pivot Tables, Power Query & Data Cleaning
1.3
Data Visualization with Charts & Dashboards
1.4
Macros
➢ SQL for Data Analysis & Database Management
4
2.1
Understanding Databases & Relational Data
2.2
Writing SQL Queries, Joins & Subqueries
2.3
Using Aggregate Functions & Data Manipulation
2.4
Performing Data Cleaning & Transformation in SQL
➢ Business Intelligence with Power BI
4
3.1
Introduction to Power BI Dashboard
3.2
Connecting Datasets, Creating Reports & Charts
3.3
Building Interactive Visualizations & Data Stories
3.4
Understanding DAX (Data Analysis Expressions)
➢ R Programming for Statistical Analysis
4
4.1
Introduction to R & RStudio
4.2
Data Wrangling & Statistical Functions
4.3
Data Visualization using ggplot2
4.4
Performing Predictive Analytics & Hypothesis Testing
➢ Python for Data Analytics & Machine Learning
4
5.1
Basics of Python & Pandas for Data Processing
5.2
Using NumPy, Matplotlib & Seaborn for Visualization
5.3
Implementing Regression & Classification Models
5.4
Automating Data Workflows with Jupyter Notebook
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