dtemir / data-science-ibm

Set of solution implementations to IBM's Professional Data Science Program.

IBM Data Science Professional Certification

This repository serves as a way for me to document my experience with the IBM Data Science Professional Certificate program. The program proved to be a great introduction to the field of Applied Data Science. The program has a lot of hands-on activities and interactive labs, which is an effective medium for learning.

By taking the course, you will learn useful tools, like Jupyter Notebook and RStudio. You will also get experience with the libraries like Pandas, NumPy, Matplotlib, Seaborn, Folium, Scikit-Learn, and others. Most importantly, you will accomplish interesting projects like Random Album Generator, Predicting Housing Prices, and Building a Classifier Model.

There are 9 courses:

Sq.	Name	Directory Link	Credential
1	What is Data Science?	Mostly Lectures & Reading	Credential
2	Tools for Data Science	Directory	Credential
3	Data Science Methodology	Mostly Lectures & Reading	Credential
4	Python for Data Science and AI	Directory	Credential
5	Databases and SQL for Data Science	Directory	Credential
6	Data Analysis with Python	Directory	Credential
7	Data Visualization with Python	Directory	Credential
8	Machine Learning with Python	Directory	Credential
9	Applied Data Science Capstone	Directory	Credential