Data Science + Python + Machine Learning | 2 Hour Course For Beginners

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:

Other Links:

[andrew-jones-data-science]

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!

[srinivasanpadmanaban]

Great sir. Aishwarya srinivasan recommended your channel excellent sir

[shaikhsakir]

❤ SE SALAM HE US CONSTABLE KO JISNE EK GARIB INSAN KE LIYE ITNI DIL SE MEHNAT OR KOSHISH KI 🎉🎉🎉❤❤

[totalarmy__yt]

Now i can give exam without fear 🫰 tommorrow is my exam and i am prepared now 🫣

[samuraipally]

Looks good 👍! I will try to do some coding later! It'll motivate me to bust out the Arduino again!

[timmyhiggins]

for some reason I always have to print in python to get an output

[Major_Data]

Valuable stuff, Andrew! Thanks so much for making this available on another platform.

[meenakshithedivinefeminine]

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U r right
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