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Course details:
Day One
Intro
- Personal presentation and get-to-know-each-other
- Course introduction and framework
Session One – Intro to Data Science
- What is Data Science
- Data Science, Machine Learning, Statistics, and Business Intelligence
- Data Science Roadmap
- Data Science in an Organization
- Job roles
Session Two - Telling a story using data
- Types and applications of data
- Summarizing and visualizing data
Day Two
Session One – Overview of statistics for data science
- Statistics: intro to inference
- Hypothesis testing in business applications
Session Two – Intro to Machine Learning and Data Science Tools
- Intro to Machine Learning
- Tools for different data science tasks for business
- Big data and cloud computing
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