Data Science for Beginners
Microsoft
Microsoft’s open curriculum on GitHub, planned as 10 weeks and 20 lessons. It moves from definitions, ethics and basic statistics to working with SQL, NoSQL and Python data, then visualization, the data science lifecycle and data science in the cloud with Azure. Each lesson has a quiz before and after it and an assignment.
What you'll learn
- What data science is and the ethics around it
- Basic statistics and probability
- Working with relational and NoSQL data
- Preparing and exploring data with pandas
- Visualizing quantities, distributions, proportions and relationships
- Data science in the cloud with Azure Machine Learning
