Learn Python AND Data Science in just an hour

Can you learn Data Science - even if you don't know Python - in just an hour? YES. In this complete tutorial, you'll learn the basics of data science and Python as you work with student data to predict a grade based on the number of hours studied.
Chapters:
Part 1:
00:00 Getting started with Visual Studio Code and Anaconda
01:09 Installing Jupyter Notebooks and Python
01:32 Creating a Jupyter Notebook
02:17 Working with data
09:27 Introduction to Pandas
10:18 Working with Data Frames
14:18 Read a CSV file into a Pandas Data Frame
15:31 Remove Null values in data
19:57 Adding a column to a Data Frame
21:26 Grouping data using 'groupby()'
Part 2:
25:16 Creating charts from data
26:12 Rainbow CSV
26:31 Using Matplotlib to make charts
28:02 Customizing charts with Matplotlib
32:18 Creating a pie chart with Matplotlib
34:12 Creating a chart directly from Data Frame
34:58 Data Science, Samples, and Distributions
35:45 Creating a histogram with Matplotlib
37:39 Central Tendencies, Mean, Median, and Mode
41:21 Creating a boxplot with Matplotlib
43:57 Visualizing probability density with Matplotlib
Part 3:
46:22 Creating a Jupyter Notebook
47:06 Statistical Outliers
49:22 Variance, Range, and Standard Deviation
52:39 68% Rule
56:37 Analyzing box plots
58:46 Normalizing ranges
01:02:17 Calculating Correlation value
01:04:19 Using regression lines
01:06:00 Least squares regression
01:09:54 Things are getting interesting
01:12:16 Thank you for learning with us!
Follow along with the interactive tutorial 👉 aka.ms/data-science-from-scratch
More free data science training 👉 aka.ms/learn-data-science

[@juliansteden2980]

Great Data Sciecne Introduction!
Small correction: A correlation coefficient close to -1 means a strong negative correlation. A coefficient close to 0 means no correlation ;)

[@sudharsanramu3936]

Wow!!!
Just randomly started the video..Watched it till the end!
Kudos to this man! Loved it!

[@SpaghettiRealm]

Hey Burk thank for this tutorial and all the channel’s team for the great content

[@samuelkinuthia995]

My journey to data science just begun here. Thanks a lot

[@siyabulelamalinga9172]

Thee best tutorial! pretty straightforward. Worth watching and following along
poor Vicky for being the low outlier 😂😂😂Burke couldn't stop calling her out😂😂

[@devsda1]

Just admit it, Microsoft loves macOS more than Windows 😂

[@81formann]

Like a butcher refusing to take a bite out his own sausages. It raises a question and you probably wouldn't eat it. Unless you're a sheep of course.. they use what ever opera.....erm, eat what they get.

[@howl2339]

Thanks for this super cool tutorial

[@danielmoodi]

Perfect, I wish I could see your video when I was beginner. Of course I am not as far as beginner.

[@tyronefrielinghaus3467]

Burke : where is the Anaconda video you mentioned at beginning? I can't find it on this channel. Help please.

[@dimitris2691982]

another amazing video... do you have any books to recommend for data science?

[@melancholiadementia]

check o'reilly books

[@tyronefrielinghaus3467]

Or video to set up anaconda with VS Code...

[@Pfyzer]

put this on linkedin learning PLEASE!

[@KaiBuskirk]

I dare you!
I’m an old guy!
Let’s see if you can crack the old guy! (Secret I love to learn)
Can you do it?
Teaching an old dude some cool tricks!
Tia! Kai

[@riju1956]

did u cast ur vote

[@pawlowski6132]

55:30 Describe