What you will learn
- Apply various Data Science and Machine Learning skills, techniques, and tools to complete a project and publish a report.
- Practice with various tools used by Data Scientists and become experienced in using some of them like Jupyter notebooks.
- Master the key steps involved in tackling a data science problem and learn to follow a methodology to think and work like a Data Scientist.
- Write SQL to query databases and explore relational database concepts.
- Understand Python and practice Python programming using Jupyter.
- Import and clean data sets, analyze data, build and evaluate data models and pipelines using Python.
- Utilize several data visualization tools, techniques and libraries in Python to present data visually.
- Understand and apply various supervised and unsupervised Machine Learning models and algorithms to address real world challenges using Python.
Program Overview
Expert instruction
10 skill-building courses
Self-paced
Progress at your own speed
1 year
3 - 6 hours per week
Discounted price: $873
Pre-discounted price: $970USD
For the full program experience
Courses in this program
IBM's IBM Data Science Professional Certificate
- Introduction to Data Science
- Data Science Tools
- The Data Science Method
- SQL for Data Science
- Python Basics for Data Science
- Python for Data Science Project
- Analyzing Data with Python
- Visualizing Data with Python
- Machine Learning with Python: A Practical Introduction
- Data Science and Machine Learning Capstone Project
- Job Outlook
Meet your instructors from IBM
See instructor bios
Experts from IBM committed to teaching online learning
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Discounted price: $873
Pre-discounted price: $970USD
10 courses in 1 year
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