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种子名称： [ DevCourseWeb.com ] Udemy - Machine Learning for Beginner
文件类型： 视频
文件数目： 53个文件
文件大小： 3.55 GB
收录时间： 2022-6-11 00:28
已经下载： 3次
资源热度： 125
最近下载： 2024-11-14 09:34

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[ DevCourseWeb.com ] Udemy - Machine Learning for Beginner.torrent

~Get Your Files Here !/1. Introduction/1. Introduction.mp45.56MB

~Get Your Files Here !/10. Decision Tree Classifier/1. Introduction to a Decision Tree Classifier.mp416.63MB

~Get Your Files Here !/10. Decision Tree Classifier/2. Block diagram of a Decision Tree Classifier. How Decision Tree model works.mp48.13MB

~Get Your Files Here !/10. Decision Tree Classifier/3. Project Develop a Decision Tree machine model in Python codes.mp4169.59MB

~Get Your Files Here !/2. Introduction to Machine Learning/1. What is Machine learning.mp425.29MB

~Get Your Files Here !/2. Introduction to Machine Learning/2. Understand machine learning concept by the examples we face in daily life.mp460.37MB

~Get Your Files Here !/2. Introduction to Machine Learning/3. Machine learning vs Deep learning vs Artificial intelligence vs Data Science.mp470.6MB

~Get Your Files Here !/2. Introduction to Machine Learning/4. What are the fields where we can use Machine learning.mp422.6MB

~Get Your Files Here !/2. Introduction to Machine Learning/5. Types of Machine learning.mp417.39MB

~Get Your Files Here !/2. Introduction to Machine Learning/6. What are supervised, unsupervised and reinforcement of machine learning.mp444.84MB

~Get Your Files Here !/2. Introduction to Machine Learning/7. Methods for evaluating the machine model.mp441.76MB

~Get Your Files Here !/2. Introduction to Machine Learning/8. Types of famous classifiers of Machine learning.mp410.44MB

~Get Your Files Here !/2. Introduction to Machine Learning/9. How to develop a Machine model in Python And what are the steps.mp443.98MB

~Get Your Files Here !/3. Principal Component Analysis (PCA)/1. Introduction to Principal Component Analysis (PCA).mp422.06MB

~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.mp477.93MB

~Get Your Files Here !/3. Principal Component Analysis (PCA)/3. Mathematical perspective of PCA. What is covariance matrix.mp443.01MB

~Get Your Files Here !/3. Principal Component Analysis (PCA)/4. Understand PCA mathematically by solving an example of covariance matrix.mp4234.93MB

~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/1. Table of a confusion matrix and derive the predicted and actual values.mp456.2MB

~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/2. Accuracy and Error rate of a Machine model.mp49.62MB

~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/3. Precision and Recall of a Machine model.mp425.34MB

~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/4. Under-fitting & Over-fitting of a Machine model. Understand it graphically.mp464.11MB

~Get Your Files Here !/5. Classification and Regression/1. Classification process of machine model to explore and analyze the data.mp472.19MB

~Get Your Files Here !/5. Classification and Regression/2. Regression process of a machine model. What is leaner regression.mp472.4MB

~Get Your Files Here !/5. Classification and Regression/3. Understand linear regression mathematically and graphically.mp437.21MB

~Get Your Files Here !/5. Classification and Regression/4. Non-linear regression or Logistic regression of a machine model.mp440.81MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/1. Introduction to Support Vector Machine (SVM).mp430.8MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/10. Applications of support vector machine (SVM) in daily life.mp411MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.mp4255.64MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.mp418.48MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/3. Linear support vector machine. Understand it graphically.mp436.44MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/4. Optimal Hyperplane of a linear support vector machine. Optimal vs Not optimal.mp436.54MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/5. How linear SVM model predicts Give a new data and check it graphically.mp421.47MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/6. Non-linear support vector machine. Graphs of non-linear SVM models.mp49.92MB

~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/7. Kernel technique of non-linear SVM model. Three types of kernel techniques.mp415.85MB

~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.mp420.98MB

~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.mp417.87MB

~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/1. Introduction to K-Nearest Neighbors classifier (KNN).mp430.32MB

~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/2. How to KNN machine model works Understand it graphically.mp459.07MB

~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.mp453.08MB

~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.mp449.44MB

~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.mp428.21MB

~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/6. Euclidean distance formula to measure the distance between two data points.mp4148.93MB

~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/7. Manhattan distance formula to measure the distance between two data points.mp411.08MB

~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/8. Project Develop a KNN machine model in Python codes.mp4519.32MB

~Get Your Files Here !/8. Naive Bayes Classifier/1. Introduction to Naive Bayes Classifier. What is Bayes rule.mp445.83MB

~Get Your Files Here !/8. Naive Bayes Classifier/2. Understand Naive Bayes rule by giving a daily life example.mp473.4MB

~Get Your Files Here !/8. Naive Bayes Classifier/3. Solve an example to cement the concept of Bayes rule.mp4195.33MB

~Get Your Files Here !/8. Naive Bayes Classifier/4. Project Develop a Naive Bayes machine model in Python codes.mp4268.15MB

~Get Your Files Here !/9. Logistic Regression Classifier/1. What is Logistic Regression Classifier Formula of Logistic regression model.mp427.43MB

~Get Your Files Here !/9. Logistic Regression Classifier/2. Understand Logistic Regression machine model graphically.mp431.18MB

~Get Your Files Here !/9. Logistic Regression Classifier/3. How to separate a non-linear data by using logistic regression machine model.mp432.37MB

~Get Your Files Here !/9. Logistic Regression Classifier/4. Applications of Logistic Regression machine model in daily life.mp434.65MB

~Get Your Files Here !/9. Logistic Regression Classifier/5. Project Develop a Logistic Regression machine model in Python codes.mp4262.4MB