youtube

Collection of YouTube videos on data science on the Data Professor YouTube channel.

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Ecosystems: YouTube, Python, R, scikit-learn, Streamlit

Videos @ Data Professor YouTube channel

Playlists on the Data Professor YouTube channel

Streamlit (Web App in Python)

Go to the Streamlit (Web App in Python) playlist on YouTube.

No.	Video	Title
1		How to Build Your First Data Science Web App in Python - Streamlit Tutorial #1
2		How to Build a Simple Machine Learning Web App in Python - Streamlit Tutorial #2
3		How to Build a Penguin Classification Web App in Python - Streamlit Tutorial #3
4		How to Deploy Data Science Web App to Heroku - Streamlit Tutorial #4
5		How to Build a Basketball Player Data Explorer Web App in Python - Streamlit Tutorial #5
6		How to Build a Boston Housing Price Prediction Web App in Python - Streamlit Tutorial #6
7		Building a Bioinformatics Web App in Python - Streamlit Tutorial #7
8		How to Build a Simple Bioinformatics Web App in Python - Streamlit Tutorial #8
9		How to Build a Football Data Web App in Python - Streamlit Tutorial #9
10		How to Build a Stocks Price Web App in Python - Streamlit Tutorial #10
11		How to Deploy Data Science Web App to Streamlit Sharing - Streamlit Tutorial #11
12		How to Build a Cryptocurrency Price Web App - Streamlit Tutorial #12
13		How to Build a Machine Learning App (Streamlit + Scikit-learn in Python)
14		How to Build a Machine Learning Hyperparameter Optimization App (Streamlit + Scikit-learn + Python)

Data Science 101

Go to the Data Science 101 playlist on YouTube.

No	Video	Title
1		The Art of Learning Data Science (How to learn data science in 2021)
2		Strategies for Learning Data Science in 2020
3		Building your Data Science Portfolio with GitHub

Data Science Toolbox

Go to the Data Science Toolbox playlist on YouTube.

No	Video	Title
1		How to Speed Up Data Cleaning and Exploratory Data Analysis in Python with klib

More will be added ...

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