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文档列表

~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/8. Project Develop a KNN machine model in Python codes.mp4 544.5 MB
~Get Your Files Here !/8. Naive Bayes Classifier/4. Project Develop a Naive Bayes machine model in Python codes.mp4 281.2 MB
~Get Your Files Here !/9. Logistic Regression Classifier/5. Project Develop a Logistic Regression machine model in Python codes.mp4 275.1 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.mp4 268.1 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/4. Understand PCA mathematically by solving an example of covariance matrix.mp4 246.3 MB
~Get Your Files Here !/8. Naive Bayes Classifier/3. Solve an example to cement the concept of Bayes rule.mp4 204.8 MB
~Get Your Files Here !/10. Decision Tree Classifier/3. Project Develop a Decision Tree machine model in Python codes.mp4 177.8 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/6. Euclidean distance formula to measure the distance between two data points.mp4 156.2 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.mp4 81.7 MB
~Get Your Files Here !/8. Naive Bayes Classifier/2. Understand Naive Bayes rule by giving a daily life example.mp4 77.0 MB
~Get Your Files Here !/5. Classification and Regression/2. Regression process of a machine model. What is leaner regression.mp4 75.9 MB
~Get Your Files Here !/5. Classification and Regression/1. Classification process of machine model to explore and analyze the data.mp4 75.7 MB
~Get Your Files Here !/2. Introduction to Machine Learning/3. Machine learning vs Deep learning vs Artificial intelligence vs Data Science.mp4 74.0 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 67.2 MB
~Get Your Files Here !/2. Introduction to Machine Learning/2. Understand machine learning concept by the examples we face in daily life.mp4 63.3 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/2. How to KNN machine model works Understand it graphically.mp4 61.9 MB
~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 58.9 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 55.7 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 51.8 MB
~Get Your Files Here !/8. Naive Bayes Classifier/1. Introduction to Naive Bayes Classifier. What is Bayes rule.mp4 48.1 MB
~Get Your Files Here !/2. Introduction to Machine Learning/6. What are supervised, unsupervised and reinforcement of machine learning.mp4 47.0 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 46.1 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/3. Mathematical perspective of PCA. What is covariance matrix.mp4 45.1 MB
~Get Your Files Here !/2. Introduction to Machine Learning/7. Methods for evaluating the machine model.mp4 43.8 MB
~Get Your Files Here !/5. Classification and Regression/4. Non-linear regression or Logistic regression of a machine model.mp4 42.8 MB
~Get Your Files Here !/5. Classification and Regression/3. Understand linear regression mathematically and graphically.mp4 39.0 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 38.3 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/3. Linear support vector machine. Understand it graphically.mp4 38.2 MB
~Get Your Files Here !/9. Logistic Regression Classifier/4. Applications of Logistic Regression machine model in daily life.mp4 36.3 MB
~Get Your Files Here !/9. Logistic Regression Classifier/3. How to separate a non-linear data by using logistic regression machine model.mp4 33.9 MB
~Get Your Files Here !/9. Logistic Regression Classifier/2. Understand Logistic Regression machine model graphically.mp4 32.7 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/1. Introduction to Support Vector Machine (SVM).mp4 32.3 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/1. Introduction to K-Nearest Neighbors classifier (KNN).mp4 31.8 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 29.6 MB
~Get Your Files Here !/9. Logistic Regression Classifier/1. What is Logistic Regression Classifier Formula of Logistic regression model.mp4 28.8 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/3. Precision and Recall of a Machine model.mp4 26.6 MB
~Get Your Files Here !/2. Introduction to Machine Learning/1. What is Machine learning.mp4 26.5 MB
~Get Your Files Here !/2. Introduction to Machine Learning/4. What are the fields where we can use Machine learning.mp4 23.7 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/1. Introduction to Principal Component Analysis (PCA).mp4 23.1 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 22.5 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 22.0 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.mp4 19.4 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 18.7 MB
~Get Your Files Here !/2. Introduction to Machine Learning/5. Types of Machine learning.mp4 18.2 MB
~Get Your Files Here !/10. Decision Tree Classifier/1. Introduction to a Decision Tree Classifier.mp4 17.4 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 16.6 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/7. Manhattan distance formula to measure the distance between two data points.mp4 11.6 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/10. Applications of support vector machine (SVM) in daily life.mp4 11.5 MB
~Get Your Files Here !/2. Introduction to Machine Learning/8. Types of famous classifiers of Machine learning.mp4 10.9 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/6. Non-linear support vector machine. Graphs of non-linear SVM models.mp4 10.4 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/2. Accuracy and Error rate of a Machine model.mp4 10.1 MB
~Get Your Files Here !/10. Decision Tree Classifier/2. Block diagram of a Decision Tree Classifier. How Decision Tree model works.mp4 8.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 5.8 MB
~Get Your Files Here !/5. Classification and Regression/5.1 Classification and Regression.pdf 1.4 MB
~Get Your Files Here !/2. Introduction to Machine Learning/10.1 Introduction.pdf 1.4 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/13.1 Suport Vector Machine Classifier.pdf 1.2 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/10.1 K_neighbors_classifier.pdf 1.1 MB
~Get Your Files Here !/8. Naive Bayes Classifier/6.1 Naive_bayes_classifier.pdf 969.0 kB
~Get Your Files Here !/9. Logistic Regression Classifier/7.1 Logistic regression Classifier.pdf 948.2 kB
~Get Your Files Here !/10. Decision Tree Classifier/5.1 Decision Tree Classifier.pdf 737.1 kB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/5.1 Principal Component Analysis (PCA).pdf 692.7 kB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/5.1 Confusion matrix, under-fitting and over-fitting.pdf 405.5 kB
~Get Your Files Here !/9. Logistic Regression Classifier/6.1 Logistic_Regression.ipynb 87.5 kB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.srt 48.9 kB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9.1 K_neighbors_classifier.ipynb 23.9 kB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12.1 SVM_classifier.ipynb 21.9 kB
~Get Your Files Here !/10. Decision Tree Classifier/4.1 Decision_tree_classifier.ipynb 15.6 kB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.srt 13.3 kB
~Get Your Files Here !/8. Naive Bayes Classifier/5.1 Naive_bayes_classifier.ipynb 10.8 kB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.srt 7.0 kB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12.2 svm_classifier.py 4.1 kB
~Get Your Files Here !/9. Logistic Regression Classifier/6.2 logistic_regression.py 3.7 kB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9.2 k_neighbors_classifier.py 3.2 kB
~Get Your Files Here !/8. Naive Bayes Classifier/5.2 naive_bayes_classifier.py 2.5 kB
~Get Your Files Here !/10. Decision Tree Classifier/4.2 decision_tree_classifier.py 2.5 kB
~Get Your Files Here !/1. Introduction/1. Introduction.srt 894 Bytes
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/9. Logistic Regression Classifier/6. CodesColab file and Python file.Logistic regression model in Python programming.html 87 Bytes
~Get Your Files Here !/10. Decision Tree Classifier/4. Codes Colab file and Python file. Decision Tree model in Python programming.html 83 Bytes
~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 Bytes
~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 Bytes
~Get Your Files Here !/8. Naive Bayes Classifier/5. Codes Colab file and Python file. Naive Bayes model in Python programming.html 81 Bytes
~Get Your Files Here !/10. Decision Tree Classifier/5. ebook.html 12 Bytes
~Get Your Files Here !/2. Introduction to Machine Learning/10. ebook.html 12 Bytes
~Get Your Files Here !/3. Principal Component Analysis (PCA)/5. ebook.html 12 Bytes
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/5. ebook.html 12 Bytes
~Get Your Files Here !/5. Classification and Regression/5. ebook.html 12 Bytes
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/13. ebook.html 12 Bytes
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/10. ebook.html 12 Bytes
~Get Your Files Here !/8. Naive Bayes Classifier/6. ebook.html 12 Bytes
~Get Your Files Here !/9. Logistic Regression Classifier/7. ebook.html 12 Bytes

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