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Coding a ChatGPT Like Transformer From Scratch in PyTorch
PT31M11S

Coding a ChatGPT Like Transformer From Scratch in PyTorch

StatQuest with Josh StarmerJul 1, 2024

91k

Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!!
PT36M45S

Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!!

StatQuest with Josh StarmerAug 28, 2023

186k

Long Short-Term Memory (LSTM), Clearly Explained

Long Short-Term Memory (LSTM), Clearly Explained

StatQuest with Josh StarmerAug 27, 2023

Linear Regression, Clearly Explained!!!

Linear Regression, Clearly Explained!!!

StatQuest with Josh StarmerAug 27, 2023

Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!!
PT36M15S

Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!!

StatQuest with Josh StarmerJul 24, 2023

974k

Sequence-to-Sequence (seq2seq) Encoder-Decoder Neural Networks, Clearly Explained!!!
PT16M50S

Sequence-to-Sequence (seq2seq) Encoder-Decoder Neural Networks, Clearly Explained!!!

StatQuest with Josh StarmerMay 8, 2023

284k

Mutual Information, Clearly Explained!!!
PT16M14S

Mutual Information, Clearly Explained!!!

StatQuest with Josh StarmerFeb 6, 2023

141k

R-squared, Clearly Explained!!!
PT11M1S

R-squared, Clearly Explained!!!

StatQuest with Josh StarmerNov 18, 2022

263k

The StatQuest Introduction to PyTorch
PT23M22S

The StatQuest Introduction to PyTorch

StatQuest with Josh StarmerApr 25, 2022

192k

Tensors for Neural Networks, Clearly Explained!!!
PT9M40S

Tensors for Neural Networks, Clearly Explained!!!

StatQuest with Josh StarmerFeb 28, 2022

232k

Entropy (for data science) Clearly Explained!!!
PT16M35S

Entropy (for data science) Clearly Explained!!!

StatQuest with Josh StarmerAug 25, 2021

753k

Bayes' Theorem, Clearly Explained!!!!
PT14M

Bayes' Theorem, Clearly Explained!!!!

StatQuest with Josh StarmerAug 16, 2021

449k

The Essential Main Ideas of Neural Networks
PT18M54S

The Essential Main Ideas of Neural Networks

StatQuest with Josh StarmerAug 31, 2020

1.2m

XGBoost Part 1 (of 4): Regression

XGBoost Part 1 (of 4): Regression

StatQuest with Josh StarmerAug 22, 2020

XGBoost in Python from Start to Finish

XGBoost in Python from Start to Finish

StatQuest with Josh StarmerAug 22, 2020

Gaussian Naive Bayes, Clearly Explained!!!
PT9M26S

Gaussian Naive Bayes, Clearly Explained!!!

StatQuest with Josh StarmerJun 3, 2020

393k

Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3)
PT7M15S

Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3)

StatQuest with Josh StarmerNov 4, 2019

395k

Machine Learning Fundamentals: The Confusion Matrix

Machine Learning Fundamentals: The Confusion Matrix

StatQuest with Josh StarmerAug 27, 2019

Regression Trees, Clearly Explained!!!

Regression Trees, Clearly Explained!!!

StatQuest with Josh StarmerAug 26, 2019

AdaBoost, Clearly Explained

AdaBoost, Clearly Explained

StatQuest with Josh StarmerAug 26, 2019

Gradient Boost Part 1 (of 4): Regression Main Ideas

Gradient Boost Part 1 (of 4): Regression Main Ideas

StatQuest with Josh StarmerAug 26, 2019

Calculating the Mean, Variance and Standard Deviation, Clearly Explained!!!
PT14M22S

Calculating the Mean, Variance and Standard Deviation, Clearly Explained!!!

StatQuest with Josh StarmerJul 15, 2019

533k

Gradient Descent, Step-by-Step
PT23M54S

Gradient Descent, Step-by-Step

StatQuest with Josh StarmerFeb 5, 2019

1.6m

Machine Learning Fundamentals: Bias and Variance
PT6M36S

Machine Learning Fundamentals: Bias and Variance

StatQuest with Josh StarmerSep 17, 2018

1.5m

The Normal Distribution, Clearly Explained!!!

The Normal Distribution, Clearly Explained!!!

StatQuest with Josh StarmerAug 27, 2018

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