IBM Data Science Professional Certificate
Beginners building Python, SQL, machine-learning and portfolio evidence
DATA CAREER GUIDE
Data Scientist
Turn data into models, forecasts, and business decisions.
BLS 2025 to 2035 · May 2025 pay · US BLS source ↗US OUTLOOK+35%
US MEDIAN PAY$120,230
10TH TO 90TH PERCENTILE$67,240 to $199,130+
YOUR ROUTE
From foundation to job evidence.
- 01FoundationPython · SQL · Statistics
- 02AnalysisCleaning · Visualization · Experimentation
- 03ModellingMachine learning · Evaluation
- 04Proof of skill2 to 3 independent portfolio projects
- 05Job readinessGitHub · Case studies · Interviews
Recommended learning
Each option is reviewed for career relevance, learner fit, time, price, and practical value. Compare the alternatives before choosing.
HarvardX Data Science Professional Certificate
Learners prioritizing statistics and rigor
Data Scientist in Python
Frequent coding exercises and skill drills
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