Data Science Fundamentals
Learning Data Science skills for a total beginner (no coding or computer science background needed), you might need to follow the following roadmap.
We'll show you how to get all of the tools set up so that your computer has a professional data science environment!
Summary
Remember, it's okay to feel a little uncomfortable. We are going to throw a lot of new concepts at you, and some of them won't fully make sense until much further down the line.
Remember that you'll continue to practice these day after day, until they become second nature!
Class Sessions
1- Data Science Fundamentals
2- Problems Data Science Can Solve
3- The Data Science Process
4- What is Python?
5- Get Started with Google Colab
6- Comments in Python
7- Operators in Python
8- Variables in Python
9- Input and Output in Python
10- Data Structures & Data Types in Python
11- Strings
12- Introduction & Implementation of List in Python
13- Introduction & Implementation of Tuple in Python
14- Introduction & Implementation of Dictionary in Python
15- Inbuilt Functions
16- Define functions in Python
17- Methods in Python
18- Difference between functions and methods
19- Packages in Python
20- Python Notebook