XGBoost Overview| Overview Of XGBoost algorithm in ensemble learning
XGBoost Overview| Overview Of XGBoost algorithm in ensemble learning
#XGBoost #UnfoldDataScience #EnsembleLearning
Hello,
My name is Aman and I am a data scientist.
About this video:
In this video, I explain about the concept of XGBoost algorithm, I explain how XGBoost is very popular algorithm and the reasons behind it. Below topics are mentioned in this video:
1. What is XGBoost?
2. Properties of XGBoost?
3. Why is XGBoost so popular?
4. How is XGBoost so efficient and fast?
5. Parallelization in XGBoost?
6.Cache optimization in XGBoost?
7. Regularization in XGBoost?
8. Auto pruning in XGBoost?
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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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 question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit
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Видео XGBoost Overview| Overview Of XGBoost algorithm in ensemble learning канала Unfold Data Science
#XGBoost #UnfoldDataScience #EnsembleLearning
Hello,
My name is Aman and I am a data scientist.
About this video:
In this video, I explain about the concept of XGBoost algorithm, I explain how XGBoost is very popular algorithm and the reasons behind it. Below topics are mentioned in this video:
1. What is XGBoost?
2. Properties of XGBoost?
3. Why is XGBoost so popular?
4. How is XGBoost so efficient and fast?
5. Parallelization in XGBoost?
6.Cache optimization in XGBoost?
7. Regularization in XGBoost?
8. Auto pruning in XGBoost?
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.
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 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
Видео XGBoost Overview| Overview Of XGBoost algorithm in ensemble learning канала Unfold Data Science
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