15 ML Tips in 15 minutes | ML Tips and Tricks 2023 | ML Tips and Tricks for Beginners

15 ML Tips in 15 minutes | ML Tips and Tricks 2023 | ML Tips and Tricks for Beginners
#ai #machinelearning #datascience
Hello,
My name is Aman and I am a Data Scientist.
All amazing data science courses at the most affordable price here: www.unfolddatascience.com
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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 - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Category 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
My Studio Setup:
My Camera: amzn.to/3mwXI9I
My Mic: amzn.to/34phfD0
My Tripod: amzn.to/3r4HeJA
My Ring Light: amzn.to/3gZz00F
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Watch the Introduction to Data Science full playlist here: • Data Science In 15 Min...
Watch python for data science playlist here:
• Python Basics For Data...
Watch the statistics and mathematics playlist here :
• Measures of Central Te...
Watch End to End Implementation of a simple machine-learning model in Python here:
• How Does Machine Learn...
Learn Ensemble Model, Bagging, and Boosting here:
• Introduction to Ensemb...
Build Career in Data Science Playlist:
• Channel updates - Unfo...
Artificial Neural Network and Deep Learning Playlist:
• Intuition behind neura...
Natural language Processing playlist:
• Natural Language Proce...
Understanding and building a recommendation system:
• Recommendation System ...
Access all my codes here:
drive.google.com/drive/folder...
Have a different question for me? Ask me here : docs.google.com/forms/d/1ccgl...
My Music: www.bensound.com/royalty-free...

[@rahulsingh-qs7lm]

Thanks

[@gurupradeep9648]

Thanks 👍

[@reaganlopezmusic]

Very useful

[@rahultiwari9374]

Hi Aman -- Thanks for the tips. Any video on Bayesian optimization or some advanced topics would be really helpful.

[@dineshj3522]

Informative and triggers the interest in depth. ALSO could you share me the notebook for reference..

[@ImranKhan-jn6zh]

Can you please let us know how can you differentiate ML,DL,NLP vs GenAI.
For which problem we can go with what

[@UnfoldDataScience]

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[@goutham6405]

How to find a job in data scientist freshers in 2023 ?

[@UnfoldDataScience]

Try linkedin

[@sangareswari1994]

PLS SHARE THIS DOC TO MY ID. kEEP ROCKING