Data Analytics
6 Weeks / 6 Modules
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- What is data science?
- What does a data analyst & a data scientist do?
- Introduction to data science processes
- Mathematics for data analytics-1
- Mathematics for data analytics-2
- Mathematics for data analytics-3
- Week 1 assignment
- Getting starting with the environment
- Python Beginner Tutorials 1
- Python Beginner Tutorials 2
- Python Beginner Tutorials 3
- Introduction to NumPy
- Refresher for pandas and NumPy
- Week 2 Assignment
- Introduction to SQL & RDBMS
- Basics of SQL
- Data Retrieval using SQL
- Operaters in SQL
- Wildcards in SQL
- Sorting in SQL
- Week3 assignment
- Order by clause in SQL
- Aggregate functions in SQL
- Group by and having clause
- Nested Queries
- Joins in SQL
- Pratice questions
- Week4 assignment
- Getting started with Tableau
- Getting data to Tableau
- Creating Reports in Tableau
- Filter application to reports
- Dashboard Creation
- Sharing your reports & dashboards
- Week 5 Assignment
- Uber Business Understanding
- Data Understanding
- Expected Results
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