DataMListic

75K subscribers

Welcome to DataMListic (former WhyML)! On this channel I explain various ML concepts that I encounter in my learning journey. Enjoy the ride! ;) The best way to support the channel is to share the content. However, If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon: https://www.patreon.com/datamlistic ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a

2:10

Kalman Filter is Just a Product of Gaussians

DataMListic · 51K views · 4 months ago

4:48

Hypothesis Testing - Explained

DataMListic · 6.7K views · 5 months ago

3:33

Covariance Matrix - Explained

DataMListic · 41K views · 2 years ago

3:09

Maximum Likelihood - Explained

DataMListic · 5.7K views · 6 months ago

4:04

L1 vs L2 Regularization

DataMListic · 56K views · 1 year ago

4:14

ELBO - Why Maximizing One Bound Solves Two Problems at Once

DataMListic · 2.7K views · 4 months ago

9:03

The Kernel Trick

DataMListic · 35K views · 1 year ago

2:57

RAG - Explained

DataMListic · 4K views · 1 month ago

3:57

Why Larger Language Models Do In-context Learning Differently? - Paper Walkthrough

DataMListic · 1.1K views · 1 year ago

4:49

Least Squares vs Maximum Likelihood

DataMListic · 39K views · 2 years ago

4:27

Cross-Entropy - Explained

DataMListic · 28K views · 1 year ago

10:10

The Neural Tangent Kernel

DataMListic · 10K views · 9 days ago

9:12

T-Test Explained

DataMListic · 34K views · 1 year ago

5:57

The Exponential Distribution - Why the Bus Is Never Overdue

DataMListic · 4K views · 2 months ago

3:50

K-Nearest Neighbors is Just a Majority Vote

DataMListic · 2.4K views · 3 months ago

9:29

Transformer Self-Attention Mechanism Visualized

DataMListic · 8.5K views · 4 years ago

5:27

Bayes' Theorem - Explained

DataMListic · 4.7K views · 1 year ago

9:33

Gaussian Processes

DataMListic · 50K views · 1 year ago

4:14

Most of Your Data is Useless

DataMListic · 15K views · 5 months ago

3:35

The Hidden Geometry Behind Hypothesis Testing

DataMListic · 6.5K views · 4 months ago

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