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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The Essential Main Ideas of Neural Networks

StatQuest with Josh Starmer

The Essential Main Ideas of Neural Networks

5 years ago - 18:54

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

StatQuest with Josh Starmer

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

8 years ago - 21:58

StatQuest: Logistic Regression

StatQuest with Josh Starmer

StatQuest: Logistic Regression

8 years ago - 8:48

ROC and AUC, Clearly Explained!

StatQuest with Josh Starmer

ROC and AUC, Clearly Explained!

6 years ago - 16:17

StatQuest: K-means clustering

StatQuest with Josh Starmer

StatQuest: K-means clustering

7 years ago - 8:31

StatQuest: Histograms, Clearly Explained

StatQuest with Josh Starmer

StatQuest: Histograms, Clearly Explained

8 years ago - 3:42

Using Linear Models for t tests and ANOVA, Clearly Explained!!!

StatQuest with Josh Starmer

Using Linear Models for t tests and ANOVA, Clearly Explained!!!

3 years ago - 11:38

In Statistics, Probability is not Likelihood.

StatQuest with Josh Starmer

In Statistics, Probability is not Likelihood.

8 years ago - 5:01

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

StatQuest with Josh Starmer

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

6 years ago - 11:21

XGBoost Part 1 (of 4): Regression

StatQuest with Josh Starmer

XGBoost Part 1 (of 4): Regression

6 years ago - 25:46

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

StatQuest with Josh Starmer

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

8 years ago - 9:54

A Gentle Introduction to Machine Learning

StatQuest with Josh Starmer

A Gentle Introduction to Machine Learning

7 years ago - 12:45

The StatQuest Introduction to PyTorch

StatQuest with Josh Starmer

The StatQuest Introduction to PyTorch

4 years ago - 23:22

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

R-squared, Clearly Explained!!!

StatQuest with Josh Starmer

R-squared, Clearly Explained!!!

11 years ago - 11:01

Likelihood vs Probability

StatQuest with Josh Starmer

Likelihood vs Probability

3 years ago - 0:30

Confidence Intervals, Clearly Explained!!!

StatQuest with Josh Starmer

Confidence Intervals, Clearly Explained!!!

10 years ago - 6:42

Bootstrapping Main Ideas!!!

StatQuest with Josh Starmer

Bootstrapping Main Ideas!!!

4 years ago - 9:27

Reinforcement Learning: Essential Concepts

StatQuest with Josh Starmer

Reinforcement Learning: Essential Concepts

1 year ago - 18:13

Machine Learning Fundamentals: Cross Validation

StatQuest with Josh Starmer

Machine Learning Fundamentals: Cross Validation

8 years ago - 6:05

Clustering with DBSCAN, Clearly Explained!!!

StatQuest with Josh Starmer

Clustering with DBSCAN, Clearly Explained!!!

4 years ago - 9:30

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

StatQuest with Josh Starmer

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

3 years ago - 16:37

Machine Learning Fundamentals: Bias and Variance

StatQuest with Josh Starmer

Machine Learning Fundamentals: Bias and Variance

7 years ago - 6:36

StatQuest: One or Two Tailed P-Values

StatQuest with Josh Starmer

StatQuest: One or Two Tailed P-Values

9 years ago - 7:06

RPKM, FPKM and TPM, Clearly Explained!!!

StatQuest with Josh Starmer

RPKM, FPKM and TPM, Clearly Explained!!!

10 years ago - 10:14

Linear Regression, Clearly Explained!!!

StatQuest with Josh Starmer

Linear Regression, Clearly Explained!!!

3 years ago - 27:27

Odds and Log(Odds), Clearly Explained!!!

StatQuest with Josh Starmer

Odds and Log(Odds), Clearly Explained!!!

8y ago - 11:31

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

StatQuest with Josh Starmer

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

2y ago - 36:15

Bayes' Theorem, Clearly Explained!!!!

StatQuest with Josh Starmer

Bayes' Theorem, Clearly Explained!!!!

4y ago - 14:00

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

StatQuest with Josh Starmer

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

5y ago - 14:41

StatQuest: K-nearest neighbors, Clearly Explained

StatQuest with Josh Starmer

StatQuest: K-nearest neighbors, Clearly Explained

8y ago - 5:30

The standard error, Clearly Explained!!!

StatQuest with Josh Starmer

The standard error, Clearly Explained!!!

11y ago - 11:44

StatQuest: PCA - Practical Tips

StatQuest with Josh Starmer

StatQuest: PCA - Practical Tips

8y ago - 8:20

The Chain Rule, Clearly Explained!!!

StatQuest with Josh Starmer

The Chain Rule, Clearly Explained!!!

5 years ago - 18:24

Expected Values, Main Ideas!!!

StatQuest with Josh Starmer

Expected Values, Main Ideas!!!

5 years ago - 13:39

Gradient Descent, Step-by-Step

StatQuest with Josh Starmer

Gradient Descent, Step-by-Step

7 years ago - 23:54

Decision and Classification Trees, Clearly Explained!!!

StatQuest with Josh Starmer

Decision and Classification Trees, Clearly Explained!!!

5 years ago - 18:08

Statistical Power, Clearly Explained!!!

StatQuest with Josh Starmer

Statistical Power, Clearly Explained!!!

6 years ago - 8:19

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

Tensors for Neural Networks, Clearly Explained!!!

StatQuest with Josh Starmer

Tensors for Neural Networks, Clearly Explained!!!

4 years ago - 9:40

Quantile-Quantile Plots (QQ plots), Clearly Explained!!!

StatQuest with Josh Starmer

Quantile-Quantile Plots (QQ plots), Clearly Explained!!!

8 years ago - 6:56

StatQuest: Hierarchical Clustering

StatQuest with Josh Starmer

StatQuest: Hierarchical Clustering

8 years ago - 11:19

Standardized Data

StatQuest with Josh Starmer

Standardized Data

3 years ago - 0:29

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 Main Ideas behind Probability Distributions

StatQuest with Josh Starmer

The Main Ideas behind Probability Distributions

9 years ago - 5:15

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

Naive Bayes, Clearly Explained!!!

StatQuest with Josh Starmer

Naive Bayes, Clearly Explained!!!

5 years ago - 15:12

Neural Networks Pt. 2: Backpropagation Main Ideas

StatQuest with Josh Starmer

Neural Networks Pt. 2: Backpropagation Main Ideas

5 years ago - 17:34