Gradient Boost Machine Learning|How Gradient boost work in Machine Learning

Gradient Boost Machine Learning|How Gradient boost work in Machine Learning
#GradientBoost #GradientBoostMachineLearning #UnfoldDataScience

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

About this video:
This video is about gradient boost, one of the most used machine learning algorithms. In this video I explain everything about gradient boost starting from how is gradient boost different from other boosting algorithm and how can we apply that in machine learning. I explain about gradient boost loss function as well in this video and demonstrate how gradient boosting works with a dummy data. below questions are answered in this video:
1. What is Gradient Boost
2. What is difference between gradient boost and ada boost?
3.What is Gradient boost loss function?
4.How residuals work in gradient boost?
5.What is gradient boost learning?
6. What is gradient boost ensemble?
7.Gradient boost vs AdaBoost

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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[prasaddalvi]

By far the best theoretical explanation on Gradient Boosting. Now I am very much clear on how Gradient Boosting works. Thank you very much for this detailed explanation

[arjunp]

This is the most simplified explanation of gradient boosting I've come across. Thank you, sir.

[shashankbajpai]

by far the simplest and the best explanation i could have for adaboost

[denial]

Thank you sir it's the day before my exam and this concept was very unclear to me no matter how much I researched. Simply a life saver👏👏

[callingTardis]

This channel is my Bible!! Thank you for creating ML content, Aman Sir

[sriramapriyar]

I have no words to thank you for teaching this complex concept in a simple and effective way. My heartfelt thanks and keep going with the same spirit.

[warpathcucucu]

mate, that's literally the best explanation for this topic on youtube

[Atlas-ckvm]

Probably the greatest explanation of gradient boosting on the internet.

[hvs]

This is by far the clearest/best explanation on Gradient Boosting. Thanks man. God bless!

[ggdas]

Best Gradient Boosting video on Youtube!!!!

[dd]

Legend you are for explaining this so simply.

[praveenkuthuru]

Great work !!! Really helps a common person to learn about the GB Algorithm in action in simple terms....Keep up your good work !!!!

[sandeepnayak]

Its excellent, very much clearly step by step explained, Highly Appreciable ...You are Awesome ..

[kayodeoyeniran]

Thank you for demystifying such a confusing concept. This is the best explanation by far!!!

[divyosmiley]

Thank You, Sir. I read many papers but was so confused, but you made it clear.

[divyanshumnit]

Thank you so much, Sir. I have watched it so many places but the clarity I got from your video. just watching this video I subscribed to your channel.

[IRFANSAMS]

@Unfold Data Science, Sir the way you explain complex topics in a simple manner is extraordinary

[praneethaluru]

Very goood and elegant explanation of GBoost than others on YouTube Sir...

[josephmart]

You have made my day with this Ensemble Explanations

[OhSohomemade]

Hey Aman ..very well explained ... I am beginner and was looking for a easy and practical way of learning these concepts and you made it easy ..thanks very much ..appreciate the good work ..cheers