30 Days of Python – Day 17 – Data Science Pipeline with Jupyter, Pandas & FastAPI – Python TUTORIAL




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Day 17 – Data Science Pipeline with Jupyter, Pandas & FastAPI – Python TUTORIAL

In 30 Days of Python, I’ll teach you the fundamentals of Python. We created this series as an introduction to programming with Python.

Why Python? It’s a very popular way to writing computer programs and automations with board applications: SpaceX & NASA use it to launch rockets, Tesla with autonomous driving, Instagram as a web app backend, Intel to pilot drones/UAVs, and many many others.

What you can do with Python is nearly endless:

Run powerful web applications
Fly drones and launch rockets
Run autonomous robots like drones and self-driving cars
Build connected systems with Arduino and Raspberry PI
Automate business intelligences and perform financial analysis
Machine learning including deep learning
And many more ways
That list is fancy but don’t let it scare you. Python is just a tool for writing a series of step-by-step automation rules and that’s exactly what software is: a collection of rules for a computer to follow.

The right tools in the right hands can impact the world in such amazing ways.

Shakespeare had very few tools for writing plays and yet he continues to influence our entertainment despite being long gone. Creativity mixed with the right tools can transform how we do everything or why we do it.

That’s why I want to teach you this tool. The world needs your creatively, your perspective, your project.

Let’s do this!

Python on Windows Install GUIDE: https://www.codingforentrepreneurs.com/blog/install-python-django-on-windows

Python on macOS Install GUIDE: https://www.codingforentrepreneurs.com/blog/install-django-on-mac-or-linux

Code: https://github.com/codingforentrepreneurs
Subscribe: https://cfe.sh/youtube

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Comment List

  • CodingEntrepreneurs
    December 8, 2020

    Day 12 – Web Scraping Box Office $$ Numbers – https://www.youtube.com/watch?v=5u391bX9FVE
    Jupyter Notebook REST API Server: http://invictify.com/github
    Our code: https://cfe.sh/github
    Jupyter Docs: https://jupyter.org/documentation
    Pandas Docs: https://pandas.pydata.org/

  • CodingEntrepreneurs
    December 8, 2020

    what are your thoughts of using Pyenv?

  • CodingEntrepreneurs
    December 8, 2020

    Hey Please make 30 day series on datastructure and algorithms using python

  • CodingEntrepreneurs
    December 8, 2020

    Thanks a lot for the video. I am unable to run pipenv on the iterminal. It gives error command not found. Can you resolve

  • CodingEntrepreneurs
    December 8, 2020

    This series is fantastic

  • CodingEntrepreneurs
    December 8, 2020

    the greatest teacher i have ever seen. i don't know why some people don't like this channel

  • CodingEntrepreneurs
    December 8, 2020

    the greatest teacher i have ever seen.

  • CodingEntrepreneurs
    December 8, 2020

    Thank you sir for the tutorials, very helpful. I could not run the chmod +x run.ps1 command from the terminal, it returned the following error: chmod : The term 'chmod' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was

    included, verify that the path is correct and try again.

    At line:1 char:1

    + chmod +x run.ps1

    + ~~~~~

    + CategoryInfo : ObjectNotFound: (chmod:String) [], CommandNotFoundException

    + FullyQualifiedErrorId : CommandNotFoundException

    Is there a difference between running this command on Apple vs Windows?

  • CodingEntrepreneurs
    December 8, 2020

    sir just completed my racing bar chart coding and scraping with your help , THANKS A LOT.

    please tell sir can we also make these

    ( https://www.youtube.com/watch?v=zUrl0Da2t64 , https://www.youtube.com/watch?v=ZltYvKwTvyE&t=248s ) types of video in python

    if yes then please tell how. it would be helpful in my college project which would be something different . Thanks

  • CodingEntrepreneurs
    December 8, 2020

    cfe.sh you are doing great …carry on with 30DaysofPython

  • CodingEntrepreneurs
    December 8, 2020

    waiting toooooo long new videos

  • CodingEntrepreneurs
    December 8, 2020

    Hello @CodingEntrepreneurs some one recommended for me this channel i definitely now know it is a good batton passing great teaching , great examples i can't wait for more from you sir. My subscribe button is so ON

  • CodingEntrepreneurs
    December 8, 2020

    The best Quarantine days are going on👌

  • CodingEntrepreneurs
    December 8, 2020

    Holy shit i feel like i died and Landed in heaven a home of god of Python Ninja…I have been looking for this..I feel that people are missing out but I am going to expose this creativity chanel

  • CodingEntrepreneurs
    December 8, 2020

    Awesome content I wanted to learn more FastAPI with this tutorial.

  • CodingEntrepreneurs
    December 8, 2020

    You helped me a lot with django, I learned everything from you

  • CodingEntrepreneurs
    December 8, 2020

    Hi sir @CodingEntrepreneurs i need your help i follow you to create my django project and almost fully developed and i need to shift on linux from windows i collect my latest requirements files from my virtual env of window and same version of python 3.7.4 install on my linux os but when i create virtual env and install my libraries and start my development server it start giving error . i will send you screenshots of that. please give me your email and solve my problem please

  • CodingEntrepreneurs
    December 8, 2020

    Thanks for the tutorials. I wrote a quick blog post a while back that goes over some of the common methods that the stack overflow experts in pandas use to transform data. Hopefully, it can help someone out.

    https://github.com/gardnmi/Notebooks/blob/master/Stack%20Overflow%20Tips%20%26%20Tricks.ipynb

  • CodingEntrepreneurs
    December 8, 2020

    Python Ninja 😍
    Love u bossss

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