VIDEOStatsQuest - Logistic Regression

Covers: theory of Logistic Regression
Why this is worth your time
StatsQuest provides a series of videos that clearly explains concepts in way that is easy to understand.
How to use this item?

Watch the video, and potentially the details videos too.

Fail to play? Open the link directly: https://www.youtube.com/watch?v=yIYKR4sgzI8
Author(s) / creator(s) / reference(s)
StatsQuest
Shortlist
publicShare

Learning Logistic Regression

Zoey LyuTotal time needed: ~2 hours
Learning Objectives
Learn a key model in Supervised Machine Learning and pave your way for future Machine Learning endeavers
Potential Use Cases
Binary/multinomial classification; Understanding Neural Networks
Target Audience
BEGINNER
Go through the following annotated items in order:
VIDEO 1. StatsQuest - Logistic Regression
StatsQuest provides a series of videos that clearly explains concepts in way that is easy to understand.
10 minutes
BOOK_CHAPTER 2. Speech and Language Processing
This is an available free e-book from a trustworthy institute. Readers should consider this book as a great resource for learning some key concepts and NLP.
50 minutes
BOOK_CHAPTER 3. Interpretable Machine Learning
This is an available free e-book with clear explanations
30 minutes
ARTICLE 4. Wikipedia - Discriminative Model
An easy concept that can be easily learnt through reading wikipedia.
3 minutes
ARTICLE 5. Wikipedia - Supervised Learning
An easy concept that can be easily learnt through reading wikipedia.
3 minutes
ARTICLE 6. Wikipedia - Linear Classifier
An easy concept that can be easily learnt through reading wikipedia.
3 minutes

Concepts Convered