Understanding Curse Of Dimensionality | Curse Of Dimensionality in Machine Learning

[an error occurred while processing the directive]
3 Просмотры
Опубликовано на Admin В Ужасы

Спасибо! Поделитесь с друзьями!

URL

Вам не понравилось видео. Спасибо за то что поделились своим мнением!

[an error occurred while processing the directive]
К сожалению, только зарегистрированные пользователи могут создавать списки воспроизведения.
URL


Описание

Understanding Curse Of Dimensionality | Curse Of Dimensionality in Machine Learning
#CurseOfDimensionality #UnfoldDataScience

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

About this video:
IN this video, I explain about Curse of Dimensionality in Machine Learning. I explain what is Curse of Dimensionality with example. Below topics are explained in this video:
1. Understanding Curse Of Dimensionality
2. Curse Of Dimensionality in Machine Learning
3. Curse Of Dimensionality problem
4. Curse Of Dimensionality explained
5. Curse Of Dimensionality easily explained


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.

If you need Data Science training from scratch . Please fill this form (Please Note: Training is chargeable)
https://docs.google.com/forms/d/1AcuamjqcAbVkWLN_RWdLMZbLYSGSfWMlJ8wn1VOpp3A/edit

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/410222213093826/?ref=bookmarks

Follow on medium : https://medium.com/@amanrai77

Follow on quora: https://www.quora.com/profile/Aman-Kumar-601

Follow on twitter : @unfoldds

Get connected on LinkedIn : https://www.linkedin.com/in/aman-kumar-b4881440/

Follow on Instagram : unfolddatascience

Watch 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 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 langugae Processing playlist:
https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb

Understanding and building 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

My Music: https://www.bensound.com/royalty-free-music

Показать больше

Написать комментарий

Комментарии

Комментариев нет.
Яндекс.Метрика