Develop Your Data Analysis Skills

If your job includes data analysis to any degree and you're familiar with basic data analysis concepts and applications (including popular tools), consider taking your skills to the next level. Tune into this learning path to get the data skills you need to grow or switch your career.

Discover the analytics and data mining power in tools like Tableau and R
Advance your skills in data visualization and storytelling
Build a solid core of statistics and business intelligence techniques

Syllabus

Courses under this program:
Course 1: Data Literacy: Exploring and Describing Data
-Learn the fundamentals of data fluency and how data can help you make better decisions.

Course 2: Statistics Foundations 1: The Basics
-Learn to understand your data using basics of statistics, such as defining the middle, mean, and median of your data set; measuring the standard deviation; and finding outliers.

Course 3: Statistics Foundations 2: Probability
-Learn to understand your data in beginner-friendly lessons, using probability. Topics include permutations, percentiles, how to use probability trees, and much more.

Course 4: Using Tableau to Discover Powerful Business Insights (2022)
-Learn how to use Tableau to create, export, and share data visualizations that can offer you powerful business insights.

Course 5: Python Data Analysis
-Interested in using Python for data analysis? Learn how to use Python, NumPy, and pandas together to analyze data sets large and small.

Course 6: Data Science Foundations: Data Mining in R
-Do you work in data analysis? Learn how to mine data using R. Topics include dimensionality reduction, clustering, classification, association analysis, and more.

Course 7: SQL Tips and Tricks for Data Science
-Get Ben Sullins's 12 must-have SQL techniques for data science pros—engineers, DevOps, data miners, programmers, and other systems specialists.

Course 8: SQL Hands-On Practice: Solve Business Problems
-Practice solving real business problems in SQL in this hands-on, interactive course with coding challenges in CoderPad.

Course 9: Power BI Data Visualization and Dashboard Tips, Tricks, & Techniques (2021)
-Learn how to use Power BI, with a focus on how to design reports and charts that communicate data well.

Course 10: Picking the Right Chart for Your Data
-Discover how to think more strategically about your data. Learn how to pick the best visual display for the type of data you're working with—and your ultimate communication goals.