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?
madeline_pc profile

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

#machinelearning #beginners #deeplearning
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
madeline_pc profile

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

#python #beginners
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
madeline_pc profile

Machine Learning Log 3: a brief summary of supervised learning

#machinelearning #beginners #supervisedlearning
9
Comments 1
3 min read
Machine Learning log 4: resources and thoughts on self-study
madeline_pc profile

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

#beginners #machinelearning #productivity #resources
15
Comments 4
3 min read
Machine Learning Log 5: a brief overview of unsupervised learning
madeline_pc profile

Machine Learning Log 5: a brief overview of unsupervised learning

#machinelearning #beginners #unsupervisedlearning
5
Comments
2 min read
Machine Learning Log 6: Linear regression explained by a non mathy person (part 1)
madeline_pc profile

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

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

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

#machinelearning #beginners
6
Comments
4 min read
Machine Learning Log 8: an intuitive overview of gradient descent
madeline_pc profile

Machine Learning Log 8: an intuitive overview of gradient descent

#machinelearning #datascience
8
Comments
6 min read
Machine Learning Log 9: Decision trees and mushrooms
madeline_pc profile

Machine Learning Log 9: Decision trees and mushrooms

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

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

#machinelearning #mathematics #datascience
3
Comments
6 min read
Deep Learning: when and why is it useful? (ML Log 11)
madeline_pc profile

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

#machinelearning #deeplearning #datascience
5
Comments
5 min read
Random Forests: improving decision trees (ML Log 12)
madeline_pc profile

Random Forests: improving decision trees (ML Log 12)

#datascience #machinelearning
11
Comments
5 min read
Softmax Activation Function: walk through the math with me
madeline_pc profile

Softmax Activation Function: walk through the math with me

#datascience #machinelearning
5
Comments
3 min read
Exploratory Data Analysis: what is it?
madeline_pc profile

Exploratory Data Analysis: what is it?

#datascience #machinelearning #python
1
Comments
4 min read