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Udemy - Machine Learning For Beginner
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Decision Tree Classifier; Introduction, project in Python
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
5.6 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
894 B
~Get Your Files Here !/10. Decision Tree Classifier/1. Introduction to a Decision Tree Classifier.mp4
16.6 MB
~Get Your Files Here !/10. Decision Tree Classifier/2. Block diagram of a Decision Tree Classifier. How Decision Tree model works.mp4
8.1 MB
~Get Your Files Here !/10. Decision Tree Classifier/3. Project Develop a Decision Tree machine model in Python codes.mp4
169.6 MB
~Get Your Files Here !/10. Decision Tree Classifier/4. Codes Colab file and Python file. Decision Tree model in Python programming.html
83 B
~Get Your Files Here !/10. Decision Tree Classifier/4.1 Decision_tree_classifier.ipynb
15.3 KB
~Get Your Files Here !/10. Decision Tree Classifier/4.2 decision_tree_classifier.py
2.4 KB
~Get Your Files Here !/10. Decision Tree Classifier/5. ebook.html
12 B
~Get Your Files Here !/10. Decision Tree Classifier/5.1 Decision Tree Classifier.pdf
719.9 KB
~Get Your Files Here !/2. Introduction to Machine Learning/1. What is Machine learning.mp4
25.3 MB
~Get Your Files Here !/2. Introduction to Machine Learning/10. ebook.html
12 B
~Get Your Files Here !/2. Introduction to Machine Learning/10.1 Introduction.pdf
1.3 MB
~Get Your Files Here !/2. Introduction to Machine Learning/2. Understand machine learning concept by the examples we face in daily life.mp4
60.4 MB
~Get Your Files Here !/2. Introduction to Machine Learning/3. Machine learning vs Deep learning vs Artificial intelligence vs Data Science.mp4
70.6 MB
~Get Your Files Here !/2. Introduction to Machine Learning/4. What are the fields where we can use Machine learning.mp4
22.6 MB
~Get Your Files Here !/2. Introduction to Machine Learning/5. Types of Machine learning.mp4
17.4 MB
~Get Your Files Here !/2. Introduction to Machine Learning/6. What are supervised, unsupervised and reinforcement of machine learning.mp4
44.8 MB
~Get Your Files Here !/2. Introduction to Machine Learning/7. Methods for evaluating the machine model.mp4
41.8 MB
~Get Your Files Here !/2. Introduction to Machine Learning/8. Types of famous classifiers of Machine learning.mp4
10.4 MB
~Get Your Files Here !/2. Introduction to Machine Learning/9. How to develop a Machine model in Python And what are the steps.mp4
44 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/1. Introduction to Principal Component Analysis (PCA).mp4
22.1 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.mp4
77.9 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.srt
13 KB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/3. Mathematical perspective of PCA. What is covariance matrix.mp4
43 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/4. Understand PCA mathematically by solving an example of covariance matrix.mp4
234.9 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/5. ebook.html
12 B
~Get Your Files Here !/3. Principal Component Analysis (PCA)/5.1 Principal Component Analysis (PCA).pdf
676.5 KB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/1. Table of a confusion matrix and derive the predicted and actual values.mp4
56.2 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/2. Accuracy and Error rate of a Machine model.mp4
9.6 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/3. Precision and Recall of a Machine model.mp4
25.3 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/4. Under-fitting & Over-fitting of a Machine model. Understand it graphically.mp4
64.1 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/5. ebook.html
12 B
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/5.1 Confusion matrix, under-fitting and over-fitting.pdf
396 KB
~Get Your Files Here !/5. Classification and Regression/1. Classification process of machine model to explore and analyze the data.mp4
72.2 MB
~Get Your Files Here !/5. Classification and Regression/2. Regression process of a machine model. What is leaner regression.mp4
72.4 MB
~Get Your Files Here !/5. Classification and Regression/3. Understand linear regression mathematically and graphically.mp4
37.2 MB
~Get Your Files Here !/5. Classification and Regression/4. Non-linear regression or Logistic regression of a machine model.mp4
40.8 MB
~Get Your Files Here !/5. Classification and Regression/5. ebook.html
12 B
~Get Your Files Here !/5. Classification and Regression/5.1 Classification and Regression.pdf
1.4 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/1. Introduction to Support Vector Machine (SVM).mp4
30.8 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/10. Applications of support vector machine (SVM) in daily life.mp4
11 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.mp4
255.6 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.srt
47.7 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12. Codes Colab file and Python file. SVM machine model in Python programming.html
81 B
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12.1 SVM_classifier.ipynb
21.4 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12.2 svm_classifier.py
4 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/13. ebook.html
12 B
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/13.1 Suport Vector Machine Classifier.pdf
1.2 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.mp4
18.5 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.srt
6.9 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/3. Linear support vector machine. Understand it graphically.mp4
36.4 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/4. Optimal Hyperplane of a linear support vector machine. Optimal vs Not optimal.mp4
36.5 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/5. How linear SVM model predicts Give a new data and check it graphically.mp4
21.5 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/6. Non-linear support vector machine. Graphs of non-linear SVM models.mp4
9.9 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/7. Kernel technique of non-linear SVM model. Three types of kernel techniques.mp4
15.8 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/8. Transformation from 1-D to 2-D using non-linear kernel trick to separate data.mp4
21 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/9. Transformation from 2-D to 3-D using non-linear kernel trick to separate data.mp4
17.9 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/1. Introduction to K-Nearest Neighbors classifier (KNN).mp4
30.3 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/10. ebook.html
12 B
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/10.1 K_neighbors_classifier.pdf
1.1 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/2. How to KNN machine model works Understand it graphically.mp4
59.1 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/3. Concept of KNN machine model with a daily a life example. Check it graphically.mp4
53.1 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/4. Choosing of an accurate of k value. Why k value is important in KNN model.mp4
49.4 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/5. Outliers in KNN model. Why outliers of a data is recommended in KNN model.mp4
28.2 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/6. Euclidean distance formula to measure the distance between two data points.mp4
148.9 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/7. Manhattan distance formula to measure the distance between two data points.mp4
11.1 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/8. Project Develop a KNN machine model in Python codes.mp4
519.3 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9. Codes Colab file and Python file. KNN machine model in Python programming.html
81 B
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9.1 K_neighbors_classifier.ipynb
23.3 KB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9.2 k_neighbors_classifier.py
3.1 KB
~Get Your Files Here !/8. Naive Bayes Classifier/1. Introduction to Naive Bayes Classifier. What is Bayes rule.mp4
45.8 MB
~Get Your Files Here !/8. Naive Bayes Classifier/2. Understand Naive Bayes rule by giving a daily life example.mp4
73.4 MB
~Get Your Files Here !/8. Naive Bayes Classifier/3. Solve an example to cement the concept of Bayes rule.mp4
195.3 MB
~Get Your Files Here !/8. Naive Bayes Classifier/4. Project Develop a Naive Bayes machine model in Python codes.mp4
268.2 MB
~Get Your Files Here !/8. Naive Bayes Classifier/5. Codes Colab file and Python file. Naive Bayes model in Python programming.html
81 B
~Get Your Files Here !/8. Naive Bayes Classifier/5.1 Naive_bayes_classifier.ipynb
10.6 KB
~Get Your Files Here !/8. Naive Bayes Classifier/5.2 naive_bayes_classifier.py
2.5 KB
~Get Your Files Here !/8. Naive Bayes Classifier/6. ebook.html
12 B
~Get Your Files Here !/8. Naive Bayes Classifier/6.1 Naive_bayes_classifier.pdf
946.3 KB
~Get Your Files Here !/9. Logistic Regression Classifier/1. What is Logistic Regression Classifier Formula of Logistic regression model.mp4
27.4 MB
~Get Your Files Here !/9. Logistic Regression Classifier/2. Understand Logistic Regression machine model graphically.mp4
31.2 MB
~Get Your Files Here !/9. Logistic Regression Classifier/3. How to separate a non-linear data by using logistic regression machine model.mp4
32.4 MB
~Get Your Files Here !/9. Logistic Regression Classifier/4. Applications of Logistic Regression machine model in daily life.mp4
34.6 MB
~Get Your Files Here !/9. Logistic Regression Classifier/5. Project Develop a Logistic Regression machine model in Python codes.mp4
262.4 MB
~Get Your Files Here !/9. Logistic Regression Classifier/6. CodesColab file and Python file.Logistic regression model in Python programming.html
87 B
~Get Your Files Here !/9. Logistic Regression Classifier/6.1 Logistic_Regression.ipynb
85.4 KB
~Get Your Files Here !/9. Logistic Regression Classifier/6.2 logistic_regression.py
3.6 KB
~Get Your Files Here !/9. Logistic Regression Classifier/7. ebook.html
12 B
~Get Your Files Here !/9. Logistic Regression Classifier/7.1 Logistic regression Classifier.pdf
