The Kubera Principle
The Book That Will Change the World
5 mistakes to avoid in Job hunting | fresher data science job | machine learning fresher job
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Link for reference video: https://www.youtube.com/watch?v=EyIXLXaqGWI
Hello,
My name is Aman and I am a Data Scientist.
All amazing data science courses at the most affordable price here: https://www.unfolddatascience.com
Book one on one session here(Note – These supports are chargable): https://docs.google.com/forms/d/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit
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About Unfold Data science: This channel is to help people understand the basics of data science through simple examples in an easy way. Anybody without prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at a high level through this channel. The videos uploaded will not be very technical in nature and hence can be easily grasped by viewers from different backgrounds as well.
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
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron – https://amzn.to/3gV8sO9
Category 2 – Overall Data Science:
The Art of Data Science By Roger D. Peng – https://amzn.to/2KD75aD
Predictive Analytics By 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 Scientist By Peter Bruce – https://amzn.to/37wL9Y5
Category 4 – Machine Learning:
Introduction to machine learning by Andreas C Muller – https://amzn.to/3oZ3X7T
The 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:
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Watch the Introduction to Data Science full playlist here: https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe
Watch python for data science playlist here:
https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC
Watch the statistics and mathematics playlist here :
https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX
Watch End to End Implementation of a simple machine-learning model in Python here:
https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB
Learn Ensemble Model, Bagging, and Boosting here:
https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb
Build Career in Data Science Playlist:
https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL
Artificial Neural Network and Deep Learning Playlist:
https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV
Natural language Processing playlist:
https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb
Understanding and building a recommendation system:
https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq
Access all my codes here:
https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M
Have a different question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit
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