For beginners or those seeking a refresher, one optional prep course covers the fundamentals.
This certificate program also teaches you about data analysis in Python and R - as well as the building, evaluation, and interpretation of machine learning models using classification and regression. Take Data Science Analyst Certification courses at your own pace, from anywhere and gain the skills and confidence to excel in high-paying careers as a data scientist, data analyst, or financial analyst.
12 courses
8 required courses
24 Hours
Average completion time
Receive a Certificate
To verify your skills
500,000+ 5-star ratings
Best-in-class training, as rated by you
This specialization consists of hands-on courses delivering practical, real-world data science skills. This specialization also teaches you about data analysis in Python and R—as well as the building, evaluation, and interpretation of machine learning models using classification and regression.
For beginners or those seeking a refresher, one optional prep course covers the fundamentals.
Complete 6 required core courses to build your skill set in data science analyst specialization.
Choose a minimum of 2 electives (out of 5 available) to master more advanced topics and specialized areas.
* Steps are for individual learners. For customized data analysis learning paths for your team, please visit our CFI for Teams page to contact us.
Data scientists earn $112K to $174K per year in the US (Glassdoor September 2023). That's more than 2.5 to 4 times higher than the average earnings in other fields. Moreover, data science is a rapidly growing profession, with thousands of new roles opening up each year (US Bureau of Labor Statistics).
Upon completing your data science analyst certificate program, you'll receive a shareable blockchain digital certificate in data science. You can also order a physical certificate to be mailed to your door.
Over 85% of executives, supervisors, and HR professionals agree that certified individuals bring value, gain credibility, and are seen as top performers.
Over 75% of CFI learners report improved productivity or competency within weeks.
The course provides a solid foundation in key concepts, techniques, and tools used in data science and machine learning, including statistical analysis, data visualization, regression, classification, and clustering algorithms.
Made me love Machine Learning so much more. Now I can kick start my career intent of developing skills in Finance Machine Learning! Thanks so much CFI.
I really enjoyed this course as a person with no coding background to really understand topics in Data Science and Machine learning.
I love everything about the lessons, interactive exercises, and case demonstrations. It helps me deeply understand the topics.
The course provided in-depth knowledge on data science with clear explanations which is likely not found in any other course online. I really like how the course was structured.
Great overview of key techniques in Data Science/ML for someone looking to understand concepts to communicate with a data science team.
It was mind-blowing. A little bit tricky but I loved the explanations and the clear differences between data science and machine learning.
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