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TORRENT DETAILS
Udemy - Learn Machine Learning Algorithms With Jax
TORRENT SUMMARY
Status:
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Students will learn how to code supervised classification machine learning algorithms in Jax.
Students will learn how to code supervised regression machine learning algorithms in Jax.
Students will learn how to code neural networks in Jax.
Requirements:
Students should have a basic understanding of Python before taking this course.
Students should have taken my free Udemy courses, such as:- Introduction to Python programming; Theoretical concepts of machine learning; and Practicalities involved in exploratory data analysis.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
41.9 MB
~Get Your Files Here !/1. Introduction/2. Intro to Jax.mp4
125.3 MB
~Get Your Files Here !/1. Introduction/2.1 Intro to Jax Jupyter Notebook.html
146 B
~Get Your Files Here !/2. Linear regression/1. Introduction to Linear Regression.mp4
20.1 MB
~Get Your Files Here !/2. Linear regression/2. Simple Linear Regression (mtcars).mp4
127.7 MB
~Get Your Files Here !/2. Linear regression/2.1 Simple Linear Regression (mtcars).html
146 B
~Get Your Files Here !/2. Linear regression/3. Multiple linear regression (mtcars).mp4
73.9 MB
~Get Your Files Here !/2. Linear regression/3.1 Multiple linear regression (mtcars).html
146 B
~Get Your Files Here !/2. Linear regression/4. Jax jit (California house prices).mp4
112.1 MB
~Get Your Files Here !/2. Linear regression/4.1 Jax jit (California house prices).html
146 B
~Get Your Files Here !/3. Logistic regression/1. Introduction to Logistic Regression.mp4
27.9 MB
~Get Your Files Here !/3. Logistic regression/2. Logistic regression (binary classification - breast cancer).mp4
86.8 MB
~Get Your Files Here !/3. Logistic regression/2.1 Logistic regression (binary classification classification - breast cancer).html
146 B
~Get Your Files Here !/3. Logistic regression/3. Multinomial logistic regression (softmax - iris).mp4
53.8 MB
~Get Your Files Here !/3. Logistic regression/3.1 Multinomial logistic regression (softmax - iris).html
146 B
~Get Your Files Here !/3. Logistic regression/4. Calculate probabilities (Kaggle play 3.23).mp4
93.4 MB
~Get Your Files Here !/3. Logistic regression/4.1 Kaggle play 3.23 (calculate probabilities).html
128 B
~Get Your Files Here !/4. Naive Bayes/1. Introduction to Naive Bayes.mp4
40.6 MB
~Get Your Files Here !/4. Naive Bayes/2. Naive Bayes Classifier (wine).mp4
65.9 MB
~Get Your Files Here !/4. Naive Bayes/2.1 Naive Bayes classifier (wine).html
146 B
~Get Your Files Here !/5. Decision tree/1. Introduction to decision trees.mp4
47.7 MB
~Get Your Files Here !/5. Decision tree/2. Decision tree classifier (wine).mp4
71.9 MB
~Get Your Files Here !/5. Decision tree/2.1 Decision tree classifier (wine).html
146 B
~Get Your Files Here !/6. Random Forest/1. Introduction to Random Forest.mp4
36.2 MB
~Get Your Files Here !/6. Random Forest/2. Random forest classifier (wine).mp4
66.7 MB
~Get Your Files Here !/6. Random Forest/2.1 Random forest classifier (breast cancer).html
146 B
~Get Your Files Here !/7. K Nearest Neighbour/1. Introduction to KNN.mp4
40 MB
~Get Your Files Here !/7. K Nearest Neighbour/2. KNN classifier (titanic).mp4
93.8 MB
~Get Your Files Here !/7. K Nearest Neighbour/2.1 KNN classifier (titanic).html
146 B
~Get Your Files Here !/8. Support Vector Machine/1. Introduction to SVM.mp4
29.9 MB
~Get Your Files Here !/8. Support Vector Machine/2. SVM Classifier (titanic).mp4
68.4 MB
~Get Your Files Here !/8. Support Vector Machine/2.1 SVM classdifier (titanic).html
146 B
~Get Your Files Here !/9. Neural Networks/1. Introduction to neural networks.mp4
153.5 MB
~Get Your Files Here !/9. Neural Networks/2. Perceptron (breast cancer).mp4
45.5 MB
~Get Your Files Here !/9. Neural Networks/2.1 Jax perceptron(breast cancer).html
146 B
~Get Your Files Here !/9. Neural Networks/3. Regression neural network (Boston house prices).mp4
116.2 MB
~Get Your Files Here !/9. Neural Networks/3.1 Regression neural network (Boston house prices).html
146 B
~Get Your Files Here !/9. Neural Networks/4. Binary classifier neural network (breast cancer).mp4
101 MB
~Get Your Files Here !/9. Neural Networks/4.1 Jax binary classification neural network (breast cancer).html
146 B
~Get Your Files Here !/9. Neural Networks/5. Multiclass neural network (seeds).mp4
97.3 MB
~Get Your Files Here !/9. Neural Networks/5.1 Multiclass neural network (seeds).html
146 B
~Get Your Files Here !/9. Neural Networks/6. Image classifier (pizza).mp4
113.9 MB
~Get Your Files Here !/9. Neural Networks/6.1 Image classifier (pizza).html