3 common mistakes of newcomers in data science

3 common mistakes of newcomers in data science #shorts #unfolddatascience #datascience #analytics

Hello ,
My name is Aman and I am a Data Scientist.

About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.

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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


Ctaegory 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

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Watch Introduction to Data Science full playlist here :    • Data Science In 15 Minutes | Data Science ...  

Watch python for data science playlist here:
   • Python Basics For Data Science(Datatypes)|...  

Watch statistics and mathematics playlist here :
   • Measures of Central Tendency|Statistics fo...  

Watch End to End Implementation of a simple machine learning model in Python here:
   • How Does Machine Learn|How Machine Learns|...  

Learn Ensemble Model, Bagging and Boosting here:
   • Introduction to Ensemble learning|What is ...  

Build Career in Data Science Playlist:
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Artificial Neural Network and Deep Learning Playlist:
   • Intuition behind neural networks|Neural ne...  

Natural langugae Processing playlist:
   • Natural Language Processing  - What and Wh...  

Understanding and building recommendation system:
   • Recommendation System Machine Learning|Rec...  

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