Data Science & Python for Beginners | 2-Hour Course

Free 60 Minute Data Science Career Webinar: https://www.data-science-infinity.com/webinar-registration

If you want to move into Data Science but you're not sure where to start, join Andrew Jones (former FAANG & PlayStation Data Scientist) on a hands-on journey into the key concepts you need to know.

In under 2 hours you will...

- Install Python, learn the basics, and get coding
- Manipulate & Analyse a dataset using Pandas
- Project 1: Write code to find all prime numbers up to 1,000,000 (in under a second)
- Project 2: Build, Train, and Test a real Machine Learning model

Timestamps:

00:00 Course Overview + Meet Andrew
03:24 Create Your Course Directory
03:45 What Is Python & What Is It Used For?
09:47 Installing Python With Anaconda + Coding In Spyder!
17:35 The Basics of Coding In Python
29:58 Download the Grocery Sales Data
30:19 Using Pandas for Data Manipulation & Analysis
42:28 Finding All Prime Numbers Under 1,000,000 (in under a second)!
1:02:03 A Note On Using pop()
1:02:23 What Is Machine Learning?
1:17:01 An Overview Of scikit-learn
1:26:17 What is a Random Forest model - and how does it work?
1:34:53 Download the Video Game Data
1:35:13 Build, Train, And Test Our Random Forest Model!
1:52:17 Well done & Where to from here!

Course Resources:

Grocery Sales Data: https://drive.google.com/uc?export=download&id=1hNz_pFd4GtDMkp8H7uQQYNwS-vScUwn-

Video Game Data: https://drive.google.com/uc?export=download&id=1iG7pDZxspEh0ePZlzYd7kgVbt1q9b4aY

Other Links:

Free 60-Minute Data Science Career Webinar: https://training.data-science-infinity.com/register

DATA SCIENCE INFINITY (Full Course): https://www.data-science-infinity.com/

Follow Andrew on LinkedIn: https://www.linkedin.com/in/andrew-jones-dsi/