Mihai Nica Lectures
Mihai Nica Lectures
  • Видео 33
  • Просмотров 951
Theory behind PCA | Intro to Data Science 11-11
Theory behind PCA | Intro to Data Science 11-11
Просмотров: 1

Видео

MNIST Tutorial in JAX Part 1: linear regression to logistic regression | Intro to Data Science 11-181:12:40MNIST Tutorial in JAX Part 1: linear regression to logistic regression | Intro to Data Science 11-18
MNIST Tutorial in JAX Part 1: linear regression to logistic regression | Intro to Data Science 11-18
Просмотров 142 часа назад
See file with blanks and filled in at github.com/mcnica89/DATA6100/tree/main/NeuralNetworks
Limits of Random Variables: Dice when number of sides gets large | Intro to Probability 11-1545:38Limits of Random Variables: Dice when number of sides gets large | Intro to Probability 11-15
Limits of Random Variables: Dice when number of sides gets large | Intro to Probability 11-15
Просмотров 84 часа назад
Limits of Random Variables: Dice when number of sides gets large | Intro to Probability 11-15
CDFs and Practice with Probabilities of Continuous Random Variables | Intro to Probability 11-0645:44CDFs and Practice with Probabilities of Continuous Random Variables | Intro to Probability 11-06
CDFs and Practice with Probabilities of Continuous Random Variables | Intro to Probability 11-06
Просмотров 59День назад
CDFs and Practice with Probabilities of Continuous Random Variables | Intro to Probability 11-06
Why does the Lasso select variables? | Intro to Data Science 11 061:13:20Why does the Lasso select variables? | Intro to Data Science 11 06
Why does the Lasso select variables? | Intro to Data Science 11 06
Просмотров 8День назад
Why does the Lasso select variables? | Intro to Data Science 11 06
Intro to Probability Density Functions | Intro to Probability 11-0447:16Intro to Probability Density Functions | Intro to Probability 11-04
Intro to Probability Density Functions | Intro to Probability 11-04
Просмотров 3214 дней назад
Intro to Probability Density Functions | Intro to Probability 11-04
Ridge Regression: Normalizing, Loss Surface and Multi-collinearity | Intro to Data Science 11-041:13:56Ridge Regression: Normalizing, Loss Surface and Multi-collinearity | Intro to Data Science 11-04
Ridge Regression: Normalizing, Loss Surface and Multi-collinearity | Intro to Data Science 11-04
Просмотров 3514 дней назад
Ridge Regression: Normalizing, Loss Surface and Multi-collinearity | Intro to Data Science 11-04
Intro to Regularization Methods, James Stein Estimator and Ridge | Intro to Data Science F24 10-301:07:17Intro to Regularization Methods, James Stein Estimator and Ridge | Intro to Data Science F24 10-30
Intro to Regularization Methods, James Stein Estimator and Ridge | Intro to Data Science F24 10-30
Просмотров 1814 дней назад
Intro to Regularization Methods, James Stein Estimator and Ridge | Intro to Data Science F24 10-30
More on Geometric RV and Intro to Continuous Uniform | Intro to Probability F24 10-28-2446:15More on Geometric RV and Intro to Continuous Uniform | Intro to Probability F24 10-28-24
More on Geometric RV and Intro to Continuous Uniform | Intro to Probability F24 10-28-24
Просмотров 814 дней назад
More on Geometric RV and Intro to Continuous Uniform | Intro to Probability F24 10-28-24
Intro to Random Trees and Random Forests | Intro to Data Science F241:09:25Intro to Random Trees and Random Forests | Intro to Data Science F24
Intro to Random Trees and Random Forests | Intro to Data Science F24
Просмотров 2314 дней назад
Intro to Random Trees and Random Forests | Intro to Data Science F24
Capture/Recapture Results and Intro to Geometric Random Variables47:23Capture/Recapture Results and Intro to Geometric Random Variables
Capture/Recapture Results and Intro to Geometric Random Variables
Просмотров 3214 дней назад
Capture/Recapture Results and Intro to Geometric Random Variables
How do we measure the variability of things? Null Hypothesis Monte Carlo & Bootstrap | Data Science1:08:03How do we measure the variability of things? Null Hypothesis Monte Carlo & Bootstrap | Data Science
How do we measure the variability of things? Null Hypothesis Monte Carlo & Bootstrap | Data Science
Просмотров 3821 день назад
How do we measure the variability of things? Null Hypothesis Monte Carlo & Bootstrap | Data Science
Variance of Binomial Distribution, Mark & Recapture Method for Counting Populations | Probability44:17Variance of Binomial Distribution, Mark & Recapture Method for Counting Populations | Probability
Variance of Binomial Distribution, Mark & Recapture Method for Counting Populations | Probability
Просмотров 6421 день назад
Note here: drive.google.com/file/d/1MZ73Mm7hXhG3PQm-OtUlfKKspP8_EagV/view?usp=sharing
Definitions: Independent, Uncorrelated, Bernoulli Random Variables | Intro to Probability39:39Definitions: Independent, Uncorrelated, Bernoulli Random Variables | Intro to Probability
Definitions: Independent, Uncorrelated, Bernoulli Random Variables | Intro to Probability
Просмотров 8428 дней назад
Definitions: Independent, Uncorrelated, Bernoulli Random Variables | Intro to Probability
Bayesian Classification Methods and ROC curves | Intro to Data Science1:18:07Bayesian Classification Methods and ROC curves | Intro to Data Science
Bayesian Classification Methods and ROC curves | Intro to Data Science
Просмотров 528 дней назад
Bayesian Classification Methods and ROC curves | Intro to Data Science
More Binomials and Intro to R pbinom dbinom rbinom | Intro to Probability45:19More Binomials and Intro to R pbinom dbinom rbinom | Intro to Probability
More Binomials and Intro to R pbinom dbinom rbinom | Intro to Probability
Просмотров 5028 дней назад
More Binomials and Intro to R pbinom dbinom rbinom | Intro to Probability
Bayesian Classification and Types of Error / ROC curves | Intro to Data Science1:18:07Bayesian Classification and Types of Error / ROC curves | Intro to Data Science
Bayesian Classification and Types of Error / ROC curves | Intro to Data Science
Просмотров 1628 дней назад
Bayesian Classification and Types of Error / ROC curves | Intro to Data Science
Intro to Random Variables and the Binomial Distribution | Intro to Probability STAT 120046:36Intro to Random Variables and the Binomial Distribution | Intro to Probability STAT 1200
Intro to Random Variables and the Binomial Distribution | Intro to Probability STAT 1200
Просмотров 80Месяц назад
Intro to Random Variables and the Binomial Distribution | Intro to Probability STAT 1200
Rare Disease Question and Intro to Bayes Theorem | Intro to Probability F2441:06Rare Disease Question and Intro to Bayes Theorem | Intro to Probability F24
Rare Disease Question and Intro to Bayes Theorem | Intro to Probability F24
Просмотров 41Месяц назад
Rare Disease Question and Intro to Bayes Theorem | Intro to Probability F24
Probability that PEPPER comes out in order? 3 solutions. More about urns | Intro to Probability46:12Probability that PEPPER comes out in order? 3 solutions. More about urns | Intro to Probability
Probability that PEPPER comes out in order? 3 solutions. More about urns | Intro to Probability
Просмотров 35Месяц назад
Probability that PEPPER comes out in order? 3 solutions. More about urns | Intro to Probability
Conditional Prob Word Problem Birthday Problem Solution Part I | Intro to Probability 09 25 202446:40Conditional Prob Word Problem Birthday Problem Solution Part I | Intro to Probability 09 25 2024
Conditional Prob Word Problem Birthday Problem Solution Part I | Intro to Probability 09 25 2024
Просмотров 29Месяц назад
Conditional Prob Word Problem Birthday Problem Solution Part I | Intro to Probability 09 25 2024
Venn Diagrams and Venn Like Diagrams | Intro to Probability 09 23 202444:38Venn Diagrams and Venn Like Diagrams | Intro to Probability 09 23 2024
Venn Diagrams and Venn Like Diagrams | Intro to Probability 09 23 2024
Просмотров 20Месяц назад
Venn Diagrams and Venn Like Diagrams | Intro to Probability 09 23 2024
Birthday Problem Part 2 and Intro to Counting | Intro to Probability 09 27 202448:39Birthday Problem Part 2 and Intro to Counting | Intro to Probability 09 27 2024
Birthday Problem Part 2 and Intro to Counting | Intro to Probability 09 27 2024
Просмотров 38Месяц назад
Birthday Problem Part 2 and Intro to Counting | Intro to Probability 09 27 2024
True vs Train vs Test and The Idea of Validation | Intro to Data Science 09 23 20241:06:59True vs Train vs Test and The Idea of Validation | Intro to Data Science 09 23 2024
True vs Train vs Test and The Idea of Validation | Intro to Data Science 09 23 2024
Просмотров 10Месяц назад
True vs Train vs Test and The Idea of Validation | Intro to Data Science 09 23 2024
Errors Confidence Intervals and Trickiness of Multivariable Regressions | 09 30 20241:17:05Errors Confidence Intervals and Trickiness of Multivariable Regressions | 09 30 2024
Errors Confidence Intervals and Trickiness of Multivariable Regressions | 09 30 2024
Просмотров 14Месяц назад
Errors Confidence Intervals and Trickiness of Multivariable Regressions | 09 30 2024
More trees and Tables | Intro to Probability41:22More trees and Tables | Intro to Probability
More trees and Tables | Intro to Probability
Просмотров 20Месяц назад
More trees and Tables | Intro to Probability
Tables, Venn Diagrams and Two Suited Cards | Intro to Probability44:13Tables, Venn Diagrams and Two Suited Cards | Intro to Probability
Tables, Venn Diagrams and Two Suited Cards | Intro to Probability
Просмотров 18Месяц назад
Tables, Venn Diagrams and Two Suited Cards | Intro to Probability
Bias in the cannonball example, and intro to data validation | Intro to Data Science1:09:04Bias in the cannonball example, and intro to data validation | Intro to Data Science
Bias in the cannonball example, and intro to data validation | Intro to Data Science
Просмотров 9Месяц назад
Bias in the cannonball example, and intro to data validation | Intro to Data Science
Sampling with and without replacement | Probability and Chance F2439:58Sampling with and without replacement | Probability and Chance F24
Sampling with and without replacement | Probability and Chance F24
Просмотров 232 месяца назад
Sampling with and without replacement | Probability and Chance F24
Bias Variance and Irreducible Error Explained with 3 levels of complexity | Intro to Data Science1:16:48Bias Variance and Irreducible Error Explained with 3 levels of complexity | Intro to Data Science
Bias Variance and Irreducible Error Explained with 3 levels of complexity | Intro to Data Science
Просмотров 202 месяца назад
Bias Variance and Irreducible Error Explained with 3 levels of complexity | Intro to Data Science