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SR-DS-STAT.AA1
Data Science and Statistics Fundamentals
Self-paced · 1 year access
13 Hands-On LiveLabs
Practice real IT tasks in guided environments.
- Real environments
- Auto-graded
- No installation
01 / Lessons & labs
See exactly what you will learn and practice
Lessons
4 Interactive Lessons01 Week 1: Foundations of AI and Data Science in Business 1 LiveLab +
1 LiveLab in this lesson — see the labs panel →
02 Week 2: Data Exploration and Visualization Techniques 5 LiveLab +
5 LiveLab in this lesson — see the labs panel →
03 Week 3: Statistical Foundations for Data Science 5 LiveLab +
5 LiveLab in this lesson — see the labs panel →
04 Week 4: Ethics and Best Practices in Data Science and AI 2 LiveLab +
2 LiveLab in this lesson — see the labs panel →
Hands-On Labs Our edge
13 LiveLabs- Performing Basic Descriptive Statistics
- Sorting and Filtering Data
- Assessing Data Quality by Identifying Potential Biases
- Visualizing Data Using a Line Chart
- Visualizing Data Using a Radar Chart
- Creating the Base Static Plot for Interactive Data Visualization
- Calculating Probabilities and Interpreting Distribution
- Making Decisions Based on Probability Analysis
- Performing the Chi-Square Test
- Performing Simple Linear Regression
- Performing Multiple Regression
- Applying Version Control with Git
- Performing Data Cleaning
Labs run in your browser — nothing to install.
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Prepare for Data Science and Statistics Fundamentals
One-time payment. Full access for 1 year. Start with a free trial if you want to look around first.
- 1 year of full access
- 13 LiveLab included
- Certificate of completion
No credit card required