Udemy Data Science Supervised Machine Learning in Python 11 2024 | 61547D070D399E3FB0D660D0E33D45F648AC501A

Udemy Data Science Supervised Machine Learning in Python 11 2024

Name	Udemy - Data Science Supervised Machine Learning in Python (11.2024)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.2 GB
Total Files	163
Last Seen	2025-07-27 00:44
Hash	61547D070D399E3FB0D660D0E33D45F648AC501A

/1 - Introduction and Review/
1 - Introduction and Outline.mp4	40.8 MB
1 - Introduction and Outline.vtt	13.0 KB
2 - How to Succeed in this Course.mp4	17.0 MB
2 - How to Succeed in this Course.vtt	4.1 KB
3 - Github Link.txt	0.1 KB
3 - Where to get the Code and Data.mp4	64.2 MB
3 - Where to get the Code and Data.vtt	14.0 KB
4 - Review of Important Concepts.mp4	21.3 MB
4 - Review of Important Concepts.vtt	4.1 KB
/subtitles/
1 - Introduction and Outline Spanish.vtt	13.9 KB
2 - How to Succeed in this Course Spanish.vtt	4.4 KB
3 - Where to get the Code and Data Spanish.vtt	14.9 KB
4 - Review of Important Concepts Spanish.vtt	4.5 KB
/10 - Extra Help With Python Coding for Beginners FAQ by Student Request/
45 - How to Code by Yourself part 1.mp4	98.1 MB
45 - How to Code by Yourself part 1.vtt	20.9 KB
46 - How to Code by Yourself part 2.mp4	30.7 MB
46 - How to Code by Yourself part 2.vtt	12.3 KB
47 - Proof that using Jupyter Notebook is the same as not using it.mp4	113.7 MB
47 - Proof that using Jupyter Notebook is the same as not using it.vtt	13.0 KB
48 - Python 2 vs Python 3.mp4	10.9 MB
48 - Python 2 vs Python 3.vtt	5.7 KB
/subtitles/
45 - How to Code by Yourself part 1 Spanish.vtt	22.5 KB
46 - How to Code by Yourself part 2 Spanish.vtt	13.0 KB
47 - Proof that using Jupyter Notebook is the same as not using it Spanish.vtt	13.9 KB
48 - Python 2 vs Python 3 Spanish.vtt	6.1 KB
/11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/
49 - How to Succeed in this Course Long Version.mp4	26.1 MB
49 - How to Succeed in this Course Long Version.vtt	13.6 KB
50 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.mp4	63.1 MB
50 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.vtt	29.3 KB
51 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4	141.4 MB
51 - Machine Learning and AI Prerequisite Roadmap pt 1.vtt	14.9 KB
52 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4	142.9 MB
52 - Machine Learning and AI Prerequisite Roadmap pt 2.vtt	21.4 KB
/subtitles/
49 - How to Succeed in this Course Long Version Spanish.vtt	14.3 KB
50 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced Spanish.vtt	31.4 KB
51 - Machine Learning and AI Prerequisite Roadmap pt 1 Spanish.vtt	16.1 KB
52 - Machine Learning and AI Prerequisite Roadmap pt 2 Spanish.vtt	23.5 KB
/12 - Appendix FAQ Finale/
53 - What is the Appendix.mp4	9.3 MB
53 - What is the Appendix.vtt	3.5 KB
54 - BONUS.mp4	45.2 MB
54 - BONUS.vtt	7.5 KB
/subtitles/
53 - What is the Appendix Spanish.vtt	3.6 KB
54 - BONUS Spanish.vtt	8.1 KB
/2 - KNearest Neighbor/
10 - KNN for the Donut Problem.mp4	15.3 MB
10 - KNN for the Donut Problem.vtt	2.4 KB
11 - Effect of K.mp4	24.9 MB
11 - Effect of K.vtt	6.5 KB
12 - KNN Exercise.mp4	9.4 MB
12 - KNN Exercise.vtt	5.1 KB
13 - Suggestion Box.mp4	28.5 MB
13 - Suggestion Box.vtt	4.4 KB
5 - KNearest Neighbor Intuition.mp4	9.3 MB
5 - KNearest Neighbor Intuition.vtt	4.6 KB
6 - KNearest Neighbor Concepts.mp4	14.6 MB
6 - KNearest Neighbor Concepts.vtt	5.8 KB
7 - KNN in Code with MNIST.mp4	31.9 MB
7 - KNN in Code with MNIST.vtt	6.8 KB
8 - When KNN Can Fail.mp4	11.7 MB
8 - When KNN Can Fail.vtt	4.2 KB
9 - KNN for the XOR Problem.mp4	7.1 MB
9 - KNN for the XOR Problem.vtt	2.0 KB
/2 - KNearest Neighbor/subtitles/
10 - KNN for the Donut Problem Spanish.vtt	2.6 KB
11 - Effect of K Spanish.vtt	7.2 KB
12 - KNN Exercise Spanish.vtt	5.4 KB
13 - Suggestion Box Spanish.vtt	4.6 KB
5 - KNearest Neighbor Intuition Spanish.vtt	4.8 KB
6 - KNearest Neighbor Concepts Spanish.vtt	6.3 KB
7 - KNN in Code with MNIST Spanish.vtt	7.6 KB
8 - When KNN Can Fail Spanish.vtt	4.6 KB
9 - KNN for the XOR Problem Spanish.vtt	2.2 KB
/3 - Naive Bayes and Bayes Classifiers/
14 - Bayes Classifier Intuition Continuous.mp4	53.1 MB
14 - Bayes Classifier Intuition Continuous.vtt	21.1 KB
15 - Bayes Classifier Intuition Discrete.mp4	32.9 MB
15 - Bayes Classifier Intuition Discrete.vtt	12.0 KB
16 - Naive Bayes.mp4	49.7 MB
16 - Naive Bayes.vtt	10.6 KB
17 - Naive Bayes Handwritten Example.mp4	13.2 MB
17 - Naive Bayes Handwritten Example.vtt	3.3 KB
18 - Naive Bayes in Code with MNIST.mp4	23.4 MB
18 - Naive Bayes in Code with MNIST.vtt	4.4 KB
19 - NonNaive Bayes.mp4	37.0 MB
19 - NonNaive Bayes.vtt	4.5 KB
20 - Bayes Classifier in Code with MNIST.mp4	9.3 MB
20 - Bayes Classifier in Code with MNIST.vtt	1.5 KB
21 - Linear Discriminant Analysis LDA and Quadratic Discriminant Analysis QDA.mp4	23.4 MB
21 - Linear Discriminant Analysis LDA and Quadratic Discriminant Analysis QDA.vtt	6.9 KB
22 - Generative vs Discriminative Models.mp4	10.1 MB
22 - Generative vs Discriminative Models.vtt	2.9 KB
/subtitles/
14 - Bayes Classifier Intuition Continuous Spanish.vtt	23.0 KB
15 - Bayes Classifier Intuition Discrete Spanish.vtt	13.2 KB
16 - Naive Bayes Spanish.vtt	11.6 KB
17 - Naive Bayes Handwritten Example Spanish.vtt	3.7 KB
18 - Naive Bayes in Code with MNIST Spanish.vtt	4.9 KB
19 - NonNaive Bayes Spanish.vtt	4.9 KB
20 - Bayes Classifier in Code with MNIST Spanish.vtt	1.6 KB
21 - Linear Discriminant Analysis LDA and Quadratic Discriminant Analysis QDA Spanish.vtt	7.4 KB
22 - Generative vs Discriminative Models Spanish.vtt	3.1 KB
/4 - Decision Trees/
23 - Decision Tree Intuition.mp4	11.3 MB
23 - Decision Tree Intuition.vtt	5.2 KB
24 - Decision Tree Basics.mp4	12.6 MB
24 - Decision Tree Basics.vtt	5.7 KB
25 - Information Entropy.mp4	25.3 MB
25 - Information Entropy.vtt	4.0 KB
26 - Maximizing Information Gain.mp4	29.4 MB
26 - Maximizing Information Gain.vtt	8.9 KB
27 - Choosing the Best Split.mp4	14.7 MB
27 - Choosing the Best Split.vtt	4.4 KB
28 - Decision Tree in Code.mp4	55.1 MB
28 - Decision Tree in Code.vtt	10.2 KB
/4 - Decision Trees/subtitles/
23 - Decision Tree Intuition Spanish.vtt	5.7 KB
24 - Decision Tree Basics Spanish.vtt	6.3 KB
25 - Information Entropy Spanish.vtt	4.3 KB
26 - Maximizing Information Gain Spanish.vtt	9.8 KB
27 - Choosing the Best Split Spanish.vtt	4.8 KB
28 - Decision Tree in Code Spanish.vtt	11.4 KB
/5 - Perceptrons/
29 - Perceptron Concepts.mp4	39.4 MB
29 - Perceptron Concepts.vtt	8.1 KB
30 - Perceptron in Code.mp4	20.8 MB
30 - Perceptron in Code.vtt	4.3 KB
31 - Perceptron for MNIST and XOR.mp4	39.9 MB
31 - Perceptron for MNIST and XOR.vtt	2.1 KB
32 - Perceptron Loss Function.mp4	13.9 MB
32 - Perceptron Loss Function.vtt	4.6 KB
/5 - Perceptrons/subtitles/
29 - Perceptron Concepts Spanish.vtt	8.6 KB
30 - Perceptron in Code Spanish.vtt	4.8 KB
31 - Perceptron for MNIST and XOR Spanish.vtt	2.3 KB
32 - Perceptron Loss Function Spanish.vtt	5.0 KB
/6 - Practical Machine Learning/
33 - Hyperparameters and CrossValidation.mp4	12.7 MB
33 - Hyperparameters and CrossValidation.vtt	4.8 KB
34 - Feature Extraction and Feature Selection.mp4	13.9 MB
34 - Feature Extraction and Feature Selection.vtt	4.5 KB
35 - Comparison to Deep Learning.mp4	17.7 MB
35 - Comparison to Deep Learning.vtt	5.7 KB
36 - Multiclass Classification.mp4	9.3 MB
36 - Multiclass Classification.vtt	3.8 KB
37 - SciKit Learn.mp4	35.2 MB
37 - SciKit Learn.vtt	10.4 KB
38 - Regression with SciKit Learn is Easy.mp4	18.7 MB
38 - Regression with SciKit Learn is Easy.vtt	5.6 KB
/subtitles/
33 - Hyperparameters and CrossValidation Spanish.vtt	5.2 KB
34 - Feature Extraction and Feature Selection Spanish.vtt	5.1 KB
35 - Comparison to Deep Learning Spanish.vtt	6.4 KB
36 - Multiclass Classification Spanish.vtt	4.0 KB
37 - SciKit Learn Spanish.vtt	11.2 KB
38 - Regression with SciKit Learn is Easy Spanish.vtt	6.1 KB
/7 - Building a Machine Learning Web Service/
39 - Building a Machine Learning Web Service Concepts.mp4	25.1 MB
39 - Building a Machine Learning Web Service Concepts.vtt	5.0 KB
40 - Building a Machine Learning Web Service Code.mp4	23.6 MB
40 - Building a Machine Learning Web Service Code.vtt	6.9 KB
/subtitles/
39 - Building a Machine Learning Web Service Concepts Spanish.vtt	5.4 KB
40 - Building a Machine Learning Web Service Code Spanish.vtt	7.5 KB
/8 - Conclusion/
41 - Whats Next Support Vector Machines and Ensemble Methods eg Random Forest.mp4	15.3 MB
41 - Whats Next Support Vector Machines and Ensemble Methods eg Random Forest.vtt	3.3 KB
/8 - Conclusion/subtitles/
41 - Whats Next Support Vector Machines and Ensemble Methods eg Random Forest Spanish.vtt	3.6 KB
/9 - Setting Up Your Environment FAQ by Student Request/
42 - PreInstallation Check.mp4	13.7 MB
42 - PreInstallation Check.vtt	6.1 KB
43 - Anaconda Environment Setup.mp4	324.0 MB
43 - Anaconda Environment Setup.vtt	18.4 KB
44 - How to install Numpy Scipy Matplotlib and SciKit Learn.mp4	201.3 MB
44 - How to install Numpy Scipy Matplotlib and SciKit Learn.vtt	13.2 KB
/subtitles/
42 - PreInstallation Check Spanish.vtt	6.2 KB
43 - Anaconda Environment Setup Spanish.vtt	20.0 KB
44 - How to install Numpy Scipy Matplotlib and SciKit Learn Spanish.vtt	14.3 KB
Total files 163