Resources for python and machine learning

as we have been talking about machine learning and python in our previous article in this article we would know some nice resources to learn python and machine learning step by step to be an expert

so in this article, I would list some good youtube channels, youtube playlists , and some really good websites to practice and earn certificates

Websites:

Kaggle

Kaggle https://www.kaggle.com/

for competition, practice and much more

kaggle is a very good website to learn and practice machine learning and python and in addition, they provide you certificates for completing courses

Sololearn

Sololearn https://www.sololearn.com/

for practice and completion certificates sololearn has also very good exercises along with quizzes and they also do provide you a certificate for complete a course

Hackerrank

Hackerrank https://www.hackerrank.com/

How I Screwed up a HackerRank Test With a Line of Code – Towards AI — The  Best of Tech, Science, and Engineering

for practice questions hacker rank has some very good interview type questions and these questions can sometimes be tricky to solve which is a good thing

YouTube content:

python:

Complete python course

Corey schafer https://www.youtube.com/watch?v=YYXdXT2l-Gg&list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU

Code with harry https://www.youtube.com/watch?v=aqvDTCpNRek&list=PLu0W_9lII9agICnT8t4iYVSZ3eykIAOME (in hindi)

both playlists are best just go for one if you have much free time you can go for both

Machine learning:

machine learning introduction

Full machine learning introduction and all concepts used (intro) — https://www.youtube.com/watch?v=GwIo3gDZCVQ&t=3026s (skip if you want)

code basics(high)

covering all the topics in machine learning and deep learning

Start quest with josh starmer (high)

for conceptual learning of all machine learning models machine learning full course

Data Science

Basics for data science (intermediate) — https://www.youtube.com/watch?v=RnFGwxJwx-0&t=4041s

My personal Best course

https://www.udemy.com/course/machinelearning/

certifications:

as I have told you above that these websites provide certification for free if you complete a course with them

Python course — solo learn

Machine learning — solo learn and Kaggle

Real life projects (with source code):

now its time that you have practice a lot and now you want to set your hands into real-life projects to gain some experience

Python

https://medium.com/coders-camp/60-python-projects-with-source-code-919cd8a6e512

Machine learning and deep learning

https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9

Miscellaneous:

Python documentationhttps://docs.python.org/3/tutorial/index.html

For machine learning datasets https://archive.ics.uci.edu/ml/index.php https://www.kaggle.com/datasets

conclusion

now if you complete all these resources you have now a good understanding in machine learning python and deep learning and now you can make projects and add some projects to your resume

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Aviral Bhardwaj

Aviral Bhardwaj

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