10 ML algorithms in 45 minutes | machine learning algorithms for data science | machine learning 

10 ML algorithms in 45 minutes | machine learning algorithms for data science | machine learning
#machinelearning #datascience
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My name is Aman and I am a Data Scientist.
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Please find link for all algorithms in detail:
Linear regression : • When To Use Regression...
Logistic Regression : • Understanding Basics o...
Ensemble models : • Introduction to Ensemb...
SVM : • Support vector machine...
Kmeans : • K Means Clustering in ...
Recommendation engine : • Recommendation System ...
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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 - 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
Ctaegory 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
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Watch End to End Implementation of a simple machine learning model in Python here:
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Learn Ensemble Model, Bagging and Boosting here:
• Introduction to Ensemb...
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