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StatQuest courses

Courses and full video lessons from StatQuest.

26 coursesTier 3 · 84/100US

Showing 26 courses

StatQuest

#66DaysOfData

If you want to participate in Ken Jee's #66DaysOfData and are having trouble thinking of new stuff to learn, here's a playlist that covers everything from the basics to the fancy stuff.

Video playlist
  • YouTube
  • 74 videos, 16 hours
  • Self-paced
  • Free video

StatQuest

High Throughput Sequencing

If you do high-throughput sequence analysis, this playlist is for you!

Video playlist
  • YouTube
  • 24 videos, 5 hours
  • Self-paced
  • Free video

StatQuest

Machine Learning

Machine Learning covers a lot of topics and this can be intimidating. However, there is no reason to fear, this play list will help you trough it all, one step at a time.

Video playlist
  • YouTube
  • 106 videos, 30 hours
  • Self-paced
  • Free video

StatQuest

Logistic Regression

These videos pick up where Linear Regression and Linear Models leave off. Now, instead of predicting something continuous, like age, we can predict something discrete, like whether or not someone will enjoy the movie Troll 2.

Video playlist
  • YouTube
  • 9 videos, 2 hours
  • Self-paced
  • Free video

StatQuest

Statistics Fundamentals

These videos give you a general overview of statistics as well as a be a reference for statistical concepts.

Video playlist
  • YouTube
  • 62 videos, 11 hours
  • Self-paced
  • Free video

StatQuest

Neural Networks / Deep Learning

This playlist has everything you need to know about Neural Networks, from the basics to the state of the art with Transformers, the foundation of ChatGPT.

Video playlist
  • YouTube
  • 33 videos, 11 hours
  • Self-paced
  • Free video

StatQuest

Maximum Likelihood

All the videos about Maximum Likelihood in one neat and tidy place.

Video playlist
  • YouTube
  • 6 videos, 55 minutes
  • Self-paced
  • Free video

StatQuest

Linear Regression and Linear Models

These videos teach the basics relating to one of statistics most powerful tools. Linear Regression and Linear Models allow us to use continuous values, like weight or height, and categorical values, like favorite color or favorite movie, to predict a continuous value, like age.

Video playlist
  • YouTube
  • 9 videos, 2 hours
  • Self-paced
  • Free video

StatQuest

StatQuest

Video playlist
  • YouTube
  • 173 videos, 40 hours
  • Self-paced
  • Free video

StatQuest

Statistics and Machine Learning in R

If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.

Video playlist
  • YouTube
  • 9 videos, 1.5 hours
  • Self-paced
  • Free video

StatQuest

Random Forests

Video playlist
  • YouTube
  • 3 videos, 35 minutes
  • Self-paced
  • Free video

StatQuest

Gradient Boost

Video playlist
  • YouTube
  • 4 videos, 1.5 hours
  • Self-paced
  • Free video

StatQuest

XGBoost

Video playlist
  • YouTube
  • 5 videos, 2.5 hours
  • Self-paced
  • Free video

StatQuest

The AI Buzz with Luca and Josh

AI is moving fast, but no worries, The AI Buzz makes it easy to keep up! Luca Antiga, the Chief Technology Officer at Lightning AI, and Josh Starmer, host of the YouTube channel StatQuest with Josh Starmer and a Lead AI Educator at Lightning AI, talk about the latest trends in AI why it has the pot…

Video playlist
  • YouTube
  • 5 videos, 3 hours
  • Self-paced
  • Free video

StatQuest

Human Stories in AI

Human Stories in AI with StatQuest and Lighting AI is about the career journeys of passionate AI experts. From their humble beginnings to conquered challenges, we'll be inspired by the real-world experiences of professionals thriving in the ever-evolving AI landscape.

Video playlist
  • YouTube
  • 11 videos, 6.5 hours
  • Self-paced
  • Free video

StatQuest

The Elements of StatQuest (Webinar)

This Webinar and Q&A was brought to you by XP Inc. For more information about XP Inc, see: https://www.xpinc.com/ For a complete index of all the StatQuest videos, check out: https://statquest.org/video-index/ If you'd like to support StatQuest, please consider... Patreon: https://www.patreon.com/s…

Free video
  • YouTube
  • 1 hour
  • Self-paced
  • Free video

StatQuest

Original Songs

Video playlist
  • YouTube
  • 33 videos, 2 hours
  • Self-paced
  • Free video

StatQuest

The Cosine Similarity for NLP and CatBoost

On the last live stream I said I'd keep talk about out CatBoost, and we will by talking about the Cosine Similarity. This metric is also widely used in Natural Language Processing (NLP) so we'll get two birds with one stone by covering this topic. There will (hopefully) also be time for Questions a…

Free video
  • YouTube
  • 45 minutes
  • Self-paced
  • Free video