DEV Community

Machine Learning Log Series' Articles

Back to Madeline's Series
Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?
Cover image for Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?

Machine Learning Log: what's the difference between AI, Machine Learning, and Deep Learning?

33
Comments 2
3 min read
Machine Learning Log: how Python works in 1 minute or less
Cover image for Machine Learning Log: how Python works in 1 minute or less

Machine Learning Log: how Python works in 1 minute or less

5
Comments 1
1 min read
Machine Learning Log 3: a brief summary of supervised learning
Cover image for Machine Learning Log 3: a brief summary of supervised learning

Machine Learning Log 3: a brief summary of supervised learning

9
Comments 1
3 min read
Machine Learning log 4: resources and thoughts on self-study

Machine Learning log 4: resources and thoughts on self-study

15
Comments 4
3 min read
Machine Learning Log 5: a brief overview of unsupervised learning

Machine Learning Log 5: a brief overview of unsupervised learning

5
Comments
2 min read
Machine Learning Log 6: Linear regression explained by a non mathy person (part 1)

Machine Learning Log 6: Linear regression explained by a non mathy person (part 1)

9
Comments
4 min read
Machine Learning Log 7: understanding the loss function - fancy math symbols explained!

Machine Learning Log 7: understanding the loss function - fancy math symbols explained!

6
Comments
4 min read
Machine Learning Log 8: an intuitive overview of gradient descent

Machine Learning Log 8: an intuitive overview of gradient descent

8
Comments
6 min read
Machine Learning Log 9: Decision trees and mushrooms

Machine Learning Log 9: Decision trees and mushrooms

7
Comments 2
7 min read
Entropy: what is it and why should you care? (ML log 10)

Entropy: what is it and why should you care? (ML log 10)

3
Comments
6 min read
Deep Learning: when and why is it useful? (ML Log 11)

Deep Learning: when and why is it useful? (ML Log 11)

5
Comments
5 min read
Random Forests: improving decision trees (ML Log 12)

Random Forests: improving decision trees (ML Log 12)

11
Comments
5 min read
Softmax Activation Function: walk through the math with me

Softmax Activation Function: walk through the math with me

5
Comments
3 min read
Exploratory Data Analysis: what is it?

Exploratory Data Analysis: what is it?

1
Comments
4 min read