Published On Dec 27, 2022
10 ML algorithms in 45 minutes | machine learning algorithms for data science | machine learning
#machinelearning #datascience
Hello ,
My name is Aman and I am a Data Scientist.
All amazing data science courses at most affordable price here: https://www.unfolddatascience.com
Please find link for all algorithms in detail:
Linear regression : • When To Use Regression|Linear Regress...
Logistic Regression : • Understanding Basics of Classificatio...
Ensemble models : • Introduction to Ensemble learning|Wha...
SVM : • Support vector machine in machine lea...
Kmeans : • K Means Clustering in 15 Minutes | K ...
Recommendation engine : • Recommendation System Machine Learnin...
Topics for the video:
10 ML algorithms in 45 minutes
machine learning algorithms for data science
machine learning algorithm interview question and answers
machine learning algorithm in hindi
machine learning algorithm mathematics
machine learning all topics
machine learning algorithm telugu
machine learning algorithm projects
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.
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
My Studio Setup:
My Camera : https://amzn.to/3mwXI9I
My Mic : https://amzn.to/34phfD0
My Tripod : https://amzn.to/3r4HeJA
My Ring Light : https://amzn.to/3gZz00F
Join Facebook group :
https://www.facebook.com/groups/41022...
Follow on medium : / amanrai77
Follow on quora: https://www.quora.com/profile/Aman-Ku...
Follow on twitter : @unfoldds
Get connected on LinkedIn : / aman-kumar-b4881440
Follow on Instagram : unfolddatascience
Watch Introduction to Data Science full playlist here : • Data Science In 15 Minutes | Data Sci...
Watch python for data science playlist here:
• Python Basics For Data Science(Dataty...
Watch statistics and mathematics playlist here :
• Measures of Central Tendency|Statisti...
Watch End to End Implementation of a simple machine learning model in Python here:
• How Does Machine Learn|How Machine Le...
Learn Ensemble Model, Bagging and Boosting here:
• Introduction to Ensemble learning|Wha...
Build Career in Data Science Playlist:
• Channel updates - Unfold Data Science...
Artificial Neural Network and Deep Learning Playlist:
• Intuition behind neural networks|Neur...
Natural langugae Processing playlist:
• Natural Language Processing - What a...
Understanding and building recommendation system:
• Recommendation System Machine Learnin...
Access all my codes here:
https://drive.google.com/drive/folder...
Have a different question for me? Ask me here : https://docs.google.com/forms/d/1ccgl...
My Music: https://www.bensound.com/royalty-free...
