Using vector embeddings for tasks letter2vec example | Intro to Data Science
1:11:04
Using vector embeddings for tasks letter2vec example | Intro to Data Science
14 күн бұрын
Modifying the Loss Function to do Regularization and Autoencoders | Intro to Data Science
1:04:16
Modifying the Loss Function to do Regularization and Autoencoders | Intro to Data Science
14 күн бұрын
Standard Deviations are like Pythagoras and the Central Limit Theorem | Intro to Probability
34:35
Standard Deviations are like Pythagoras and the Central Limit Theorem | Intro to Probability
14 күн бұрын
Subtracting/Dividing Random Variables to "Standardize" them and some R | Intro to Probability
45:05
Subtracting/Dividing Random Variables to "Standardize" them and some R | Intro to Probability
14 күн бұрын
MNIST tutorial in JAX part 2 From CrossEntropy loss to MLP | Intro to Data Science 11-20
1:12:48
MNIST tutorial in JAX part 2 From CrossEntropy loss to MLP | Intro to Data Science 11-20
21 күн бұрын
Calculating normal/Gaussian probabilities using tables | Intro to Probability 11-20
44:22
Calculating normal/Gaussian probabilities using tables | Intro to Probability 11-20
21 күн бұрын
Theory behind PCA | Intro to Data Science 11-11
56:00
Theory behind PCA | Intro to Data Science 11-11
21 күн бұрын
MNIST Tutorial in JAX Part 1: linear regression to logistic regression | Intro to Data Science 11-18
1:12:40
MNIST Tutorial in JAX Part 1: linear regression to logistic regression | Intro to Data Science 11-18
21 күн бұрын
Limits of Random Variables: Dice when number of sides gets large | Intro to Probability 11-15
45:38
Limits of Random Variables: Dice when number of sides gets large | Intro to Probability 11-15
21 күн бұрын
CDFs and Practice with Probabilities of Continuous Random Variables | Intro to Probability 11-06
45:44
CDFs and Practice with Probabilities of Continuous Random Variables | Intro to Probability 11-06
Ай бұрын
Why does the Lasso select variables? | Intro to Data Science 11 06
1:13:20
Why does the Lasso select variables? | Intro to Data Science 11 06
Ай бұрын
Intro to Probability Density Functions | Intro to Probability 11-04
47:16
Intro to Probability Density Functions | Intro to Probability 11-04
Ай бұрын
Ridge Regression: Normalizing, Loss Surface and Multi-collinearity | Intro to Data Science 11-04
1:13:56
Ridge Regression: Normalizing, Loss Surface and Multi-collinearity | Intro to Data Science 11-04
Ай бұрын
Intro to Regularization Methods, James Stein Estimator and Ridge | Intro to Data Science F24 10-30
1:07:17
Intro to Regularization Methods, James Stein Estimator and Ridge | Intro to Data Science F24 10-30
Ай бұрын
More on Geometric RV and Intro to Continuous Uniform | Intro to Probability F24 10-28-24
46:15
More on Geometric RV and Intro to Continuous Uniform | Intro to Probability F24 10-28-24
Ай бұрын
Intro to Random Trees and Random Forests | Intro to Data Science F24
1:09:25
Intro to Random Trees and Random Forests | Intro to Data Science F24
Ай бұрын
Capture/Recapture Results and Intro to Geometric Random Variables
47:23
Capture/Recapture Results and Intro to Geometric Random Variables
Ай бұрын
How do we measure the variability of things? Null Hypothesis Monte Carlo & Bootstrap | Data Science
1:08:03
How do we measure the variability of things? Null Hypothesis Monte Carlo & Bootstrap | Data Science
Ай бұрын
Variance of Binomial Distribution, Mark & Recapture Method for Counting Populations | Probability
44:17
Variance of Binomial Distribution, Mark & Recapture Method for Counting Populations | Probability
Ай бұрын
Definitions: Independent, Uncorrelated, Bernoulli Random Variables | Intro to Probability
39:39
Definitions: Independent, Uncorrelated, Bernoulli Random Variables | Intro to Probability
Ай бұрын
Bayesian Classification Methods and ROC curves | Intro to Data Science
1:18:07
Bayesian Classification Methods and ROC curves | Intro to Data Science
Ай бұрын
More Binomials and Intro to R pbinom dbinom rbinom | Intro to Probability
45:19
More Binomials and Intro to R pbinom dbinom rbinom | Intro to Probability
Ай бұрын
Bayesian Classification and Types of Error / ROC curves | Intro to Data Science
1:18:07
Bayesian Classification and Types of Error / ROC curves | Intro to Data Science
Ай бұрын
Intro to Random Variables and the Binomial Distribution | Intro to Probability STAT 1200
46:36
Intro to Random Variables and the Binomial Distribution | Intro to Probability STAT 1200
Ай бұрын
Rare Disease Question and Intro to Bayes Theorem | Intro to Probability F24
41:06
Rare Disease Question and Intro to Bayes Theorem | Intro to Probability F24
2 ай бұрын
Probability that PEPPER comes out in order? 3 solutions. More about urns | Intro to Probability
46:12
Probability that PEPPER comes out in order? 3 solutions. More about urns | Intro to Probability
2 ай бұрын
Conditional Prob Word Problem Birthday Problem Solution Part I | Intro to Probability 09 25 2024
46:40
Conditional Prob Word Problem Birthday Problem Solution Part I | Intro to Probability 09 25 2024
2 ай бұрын
Venn Diagrams and Venn Like Diagrams | Intro to Probability 09 23 2024
44:38
Venn Diagrams and Venn Like Diagrams | Intro to Probability 09 23 2024
2 ай бұрын
Birthday Problem Part 2 and Intro to Counting | Intro to Probability 09 27 2024
48:39
Birthday Problem Part 2 and Intro to Counting | Intro to Probability 09 27 2024
2 ай бұрын
Пікірлер
@hengyue6596
@hengyue6596 23 күн бұрын
Great lecture. I am curious how do you manage to write on a Mac, are you using Apple Pencil? Thank you.
@MihaiNicaLectures
@MihaiNicaLectures 22 күн бұрын
Thanks! It's a external tablet/screen that connects as an external monter and also has a digital pencil for input. I use a Huion brand one; relatively inexpensive and has been working great for me so far.