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#datascience #machinelearning #shorts
Hello ,
My name is Aman and I am a data scientist.
All great data science courses at the most affordable price here: https://www.unfolddatascience.com
Topics for the video:
Build your first API in 10 minutes
API tutorial
FastAPI tutorial
Build an API from scratch
python api fastapi
fastapi in python
fastapi rest-api
About Unfold Data Science: This channel aims to help people easily understand the basics of data science through simple examples. Anyone without prior knowledge of computer programming or statistics or machine learning and artificial intelligence can gain insight into high-level data science through this channel. The uploaded videos will not be very technical in nature and hence can be easily understood by viewers from different backgrounds.
Book recommendation for Data Science:
Category 1 – Must read for every data scientist:
The Elements of Statistical Learning by Trevor Hastie – https://amzn.to/37wMo9H
Python Data Science Handbook – https://amzn.to/31UCScm
Business Statistics by Ken Black – https://amzn.to/2LObAA5
Practical machine learning with Scikit Learn, Keras and TensorFlow by Aurelien Geron – https://amzn.to/3gV8sO9
Category 2 – General Data Science:
The Art of Data Science by Roger D. Peng – https://amzn.to/2KD75aD
Predictive Analytics by Eric Siegel – https://amzn.to/3nsQftV
Data Science for Business by Foster Provost – https://amzn.to/3ajN8QZ
Category 3 – Statistics and Mathematics:
Naked Statistics by Charles Wheelan – https://amzn.to/3gXLdmp
Practical Statistics for Data Scientists by Peter Bruce – https://amzn.to/37wL9Y5
Category 4 – Machine learning:
Introduction to Machine Learning by Andreas C Muller – https://amzn.to/3oZ3X7T
The One Hundred Page Machine Learning Book by Andriy Burkov – https://amzn.to/3pdqCxJ
Category 5 – Programming:
The Pragmatic Programmer by David Thomas – https://amzn.to/2WqWXVj
Clean Code by Robert C. Martin – https://amzn.to/3oYOdlt
My studio setup:
My camera: https://amzn.to/3mwXI9I
My microphone: https://amzn.to/34phfD0
My tripod: https://amzn.to/3r4HeJA
My ring light: https://amzn.to/3gZz00F
Join the Facebook group:
https://www.facebook.com/groups/410222213093826/?refbookmarks
Follow on medium: https://medium.com/@amanrai77
Follow on quora: https://www.quora.com/profile/Aman-Kumar-601
Follow on Twitter: @unfoldds
Connect on LinkedIn: https://www.linkedin.com/in/aman-kumar-b4881440/
Follow on Instagram: unfolddatascience
Watch the full Introduction to Data Science playlist here: https://www.youtube.com/watch?vZkyog5u1OGw&listPLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe
Check out the python for data science playlist here:
https://www.youtube.com/watch?vNTZkMI5tuh8&listPLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC
Check out the statistics and math playlist here:
https://www.youtube.com/watch?viZ2r7aIwMbc&listPLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX
Check out the end-to-end implementation of a simple machine learning model in Python here:
https://www.youtube.com/watch?v8PFt4Jin7B0&listPLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB
Learn Ensemble Model, Bagging and Boosting here:
https://www.youtube.com/watch?vfuO6QXAo-5M&listPLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb
Build a career in data science playlist:
https://www.youtube.com/watch?v9pytkbvF8AU&listPLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL
Artificial Neural Network and Deep Learning Playlist:
https://www.youtube.com/watch?v2-Cg_1FtHk8&listPLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV
Natural Language Processing Playlist:
https://www.youtube.com/watch?vcs049uQWbpg&listPLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb
Understanding and building recommendation system:
https://www.youtube.com/watch?vjuqpTaieIkA&listPLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq
View all my codes here:
https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M
Do you have another question for me? Ask me here: https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit
My music: https://www.bensound.com/royalty-free-music
Please take the opportunity to connect and share this video with your friends and family if you find it helpful.
