
Python for Data Science, AI & Development
Go from zero to working with real data in Python. No programming experience required.
Data skills are some of the most in-demand skills in the job market. The U.S. Bureau of Labor Statistics projects data scientist employment to grow 34% from 2024 to 2034, much faster than average, with a median annual wage of $112,590.Âą Python is the language behind that work, and this course is where you start.
This IBM course takes you from your first line of code to the skills data teams use every day. You'll start with Python basics, then build up through data structures, logic, functions, error handling, and object-oriented programming. From there, you'll work with real data using NumPy and Pandas, the industry-standard libraries for data analysis and AI, and learn to collect it from the web using REST APIs and web scraping with BeautifulSoup.
You'll learn by doing. Across five modules, you'll complete more than 25 hands-on labs and practice projects in Jupyter Notebooks, the same environment professional data scientists use, with nothing to install or set up. By the end, you'll be able to write programs, clean and analyze datasets, pull data from live sources, and automate repetitive tasks, and you'll have practical work to point to in interviews.
Whether you're aiming for a career in data science, data analytics, software development, data engineering, AI, or DevOps, or you want to add Python to the skills you already have, this course gives you the foundation to build on.
Skills you'll gain include:
- Writing Python programs using variables, data structures, loops, functions, and classes
- Reading, writing, and processing data in CSV, JSON, and text formats
- Analyzing and manipulating data with Pandas and NumPy
- Collecting data from websites and services using REST APIs and web scraping
- Working in Jupyter Notebooks to develop and document your code
- Automating real-world tasks with Python scripts
Join 1.5 million+ learners (4.6 stars from 43,000+ reviews, and 95% of learners liked this course). Finish with a shareable certificate you can add to your LinkedIn profile, resume, or CV.
Âą U.S. Bureau of Labor Statistics, Occupational Outlook Handbook: Data Scientists. Median wage as of May 2024; projected growth 2024 to 2034. This course builds foundational Python skills and is a first step toward data roles, not a guarantee of employment or salary.
Status: Python Programming
Python ProgrammingStatus: Data Analysis
Data AnalysisBeginner·Course·24 hours