StatQuest with Josh Starmer

StatQuest with Josh Starmer

Statistics, Machine Learning, Data Science, and AI seem like very scary topics, but since each technique is really just a ...

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StatQuest: Principal Component Analysis (PCA), Step-by-Step

StatQuest with Josh Starmer

StatQuest: Principal Component Analysis (PCA), Step-by-Step

7 years ago - 21:58

StatQuest: Logistic Regression

StatQuest with Josh Starmer

StatQuest: Logistic Regression

7 years ago - 8:48

The StatQuest Introduction to PyTorch

StatQuest with Josh Starmer

The StatQuest Introduction to PyTorch

3 years ago - 23:22

StatQuest: K-nearest neighbors, Clearly Explained

StatQuest with Josh Starmer

StatQuest: K-nearest neighbors, Clearly Explained

8 years ago - 5:30

StatQuest: Random Forests Part 1 - Building, Using and Evaluating

StatQuest with Josh Starmer

StatQuest: Random Forests Part 1 - Building, Using and Evaluating

7 years ago - 9:54

XGBoost Part 1 (of 4): Regression

StatQuest with Josh Starmer

XGBoost Part 1 (of 4): Regression

6 years ago - 25:46

In Statistics, Probability is not Likelihood.

StatQuest with Josh Starmer

In Statistics, Probability is not Likelihood.

7 years ago - 5:01

Decision and Classification Trees, Clearly Explained!!!

StatQuest with Josh Starmer

Decision and Classification Trees, Clearly Explained!!!

4 years ago - 18:08

p-values: What they are and how to interpret them

StatQuest with Josh Starmer

p-values: What they are and how to interpret them

5 years ago - 11:21

Bootstrapping Main Ideas!!!

StatQuest with Josh Starmer

Bootstrapping Main Ideas!!!

4 years ago - 9:27

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

StatQuest with Josh Starmer

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

2 years ago - 36:15

StatQuest: Histograms, Clearly Explained

StatQuest with Josh Starmer

StatQuest: Histograms, Clearly Explained

8 years ago - 3:42

Machine Learning Fundamentals: Cross Validation

StatQuest with Josh Starmer

Machine Learning Fundamentals: Cross Validation

7 years ago - 6:05

Machine Learning Fundamentals: Bias and Variance

StatQuest with Josh Starmer

Machine Learning Fundamentals: Bias and Variance

7 years ago - 6:36

StatQuest: PCA main ideas in only 5 minutes!!!

StatQuest with Josh Starmer

StatQuest: PCA main ideas in only 5 minutes!!!

8 years ago - 6:05

The Essential Main Ideas of Neural Networks

StatQuest with Josh Starmer

The Essential Main Ideas of Neural Networks

5 years ago - 18:54

Reinforcement Learning: Essential Concepts

StatQuest with Josh Starmer

Reinforcement Learning: Essential Concepts

9 months ago - 18:13

ROC and AUC, Clearly Explained!

StatQuest with Josh Starmer

ROC and AUC, Clearly Explained!

6 years ago - 16:17

Support Vector Machines Part 1 (of 3): Main Ideas!!!

StatQuest with Josh Starmer

Support Vector Machines Part 1 (of 3): Main Ideas!!!

6 years ago - 20:32

Gradient Descent, Step-by-Step

StatQuest with Josh Starmer

Gradient Descent, Step-by-Step

6 years ago - 23:54

Recurrent Neural Networks (RNNs), Clearly Explained!!!

StatQuest with Josh Starmer

Recurrent Neural Networks (RNNs), Clearly Explained!!!

3 years ago - 16:37

Linear Regression, Clearly Explained!!!

StatQuest with Josh Starmer

Linear Regression, Clearly Explained!!!

3 years ago - 27:27

StatQuest: K-means clustering

StatQuest with Josh Starmer

StatQuest: K-means clustering

7 years ago - 8:31

Likelihood vs Probability

StatQuest with Josh Starmer

Likelihood vs Probability

2 years ago - 0:30

The Chain Rule, Clearly Explained!!!

StatQuest with Josh Starmer

The Chain Rule, Clearly Explained!!!

5 years ago - 18:24

Word Embedding and Word2Vec, Clearly Explained!!!

StatQuest with Josh Starmer

Word Embedding and Word2Vec, Clearly Explained!!!

2 years ago - 16:12

Attention for Neural Networks, Clearly Explained!!!

StatQuest with Josh Starmer

Attention for Neural Networks, Clearly Explained!!!

2 years ago - 15:51

Long Short-Term Memory (LSTM), Clearly Explained

StatQuest with Josh Starmer

Long Short-Term Memory (LSTM), Clearly Explained

3 years ago - 20:45

Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!

StatQuest with Josh Starmer

Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!

1 year ago - 18:52

The Central Limit Theorem, Clearly Explained!!!

StatQuest with Josh Starmer

The Central Limit Theorem, Clearly Explained!!!

7 years ago - 7:35

Hypothesis Testing and The Null Hypothesis, Clearly Explained!!!

StatQuest with Josh Starmer

Hypothesis Testing and The Null Hypothesis, Clearly Explained!!!

5 years ago - 14:41

Covariance, Clearly Explained!!!

StatQuest with Josh Starmer

Covariance, Clearly Explained!!!

6 years ago - 22:23