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Data Analysis Foundations for Data Science
Recommended resources
The freely available resources this course will direct you to.
- How to Ask the Right Questions as a Data Analyst | Google Data Analytics Certificatewww.youtube.com
- Problem Solving with Data Analytics | Google Data Analytics Certificatewww.youtube.com
- How to Handle Vague Stakeholder Requests: A Framework for Analytics Teamswww.kissmetrics.io
- What is Data Analytics? | Grow with Googlegrow.google
- Data Modeling Grain Explained | #Power BI Course 23www.youtube.com
- Understanding the grain of your data in Tableauwww.youtube.com
Module 2
Reliable Data Preparation with Excel and Power Query
Module 3
SQL for Trustworthy Multi-Table Analysis
Module 4
Advanced SQL Analysis Patterns
Module 5
Data Wrangling with Python and pandas
Module 6
Exploratory Analysis and Visualisation in Python
Module 7
Statistics for Reliable Business Conclusions
Module 8
Hypothesis Tests, Relationships, and Experiments
Module 9
Power BI Data Models and DAX
Module 10
Interactive Dashboards and Data Storytelling
Module 11
Sales, E-commerce, and Finance Portfolio Projects
Module 12