IBM Data Science Professional Certificate edX

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.

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Visualizing Data with Python (edX)

Self Paced
Visualizing Data with Python (edX)
Course Auditing
Categories
Effort
Languages
Data visualization is the graphical representation of data in order to interactively and efficiently convey insights to clients, customers, and stakeholders in general. "A picture is worth a thousand words." We are all familiar with this expression. It especially applies when trying to explain the insights obtained from the [...]

Python for Data Science Project (edX)

Self Paced
Python for Data Science Project (edX)
Course Auditing
Categories
Effort
Languages
This mini-course is intended for you to demonstrate foundational Python skills for working with data. This mini-course is intended for you to demonstrate foundational Python skills for working with data. The completion of this course involves working on a hands-on project where you will develop a simple dashboard using [...]