Kickstart your career in data science & ML. Build data science skills, learn Python & SQL, analyze & visualize data, and build machine learning models
What you will learn
Learn what data science is, the various activities of a data scientist’s job, and methodology to think and work like a data scientist
Import and clean data sets, analyze and visualize data, and build and evaluate machine learning models and pipelines using Python
Apply various data science skills, techniques, and tools to complete a project and publish a report
There are 10 Courses in this Professional Certificate
What is Data Science?
Tools for Data ScienceTools for Data Science
Data Science Methodology
Python for Data Science, AI & Development
Python Project for Data Science
Databases and SQL for Data Science
Data Analysis with Python
Data Visualization with Python
Machine Learning with Python
Applied Data Science Capstone
About this Professional Certificate
Data science is one of the hottest professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data-driven decisions has never been greater. This Professional Certificate from IBM will help anyone interested in pursuing a career in data science or machine learning develop career-relevant skills and experience.
This Professional Certificate is open for anyone with any job and academic background. No prior computer programming experience is necessary but is an asset.
Applied Learning Project
This Professional Certificate has a strong emphasis on applied learning. Except for the first course, all other courses include a series of hands-on labs in the IBM Cloud that will give you practical skills with applicability to real jobs, including: Tools: Jupyter / JupyterLab, GitHub, R Studio, and Watson Studio Libraries: Pandas, NumPy, Matplotlib, Seaborn, Folium, ipython-sql, Scikit-learn, ScipPy, etc. Projects: random album generator, predict housing prices, best classifier model, Predicting successful rocket landing, dashboa rd and interactive map
LEARNER CAREER OUTCOMES
26% Started a new career after completing this specialization.
Shareable Certificate: Earn a Certificate upon completion
100% online courses: Start instantly and learn at your own schedule.
Flexible Schedule: Set and maintain flexible deadlines.
Approximately 11 months to complete: Suggested pace of 3 hours/week
Beginner Level: No prior experience required.
English Subtitles: English, Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, Turkish, Spanish, Persian