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[ DevCourseWeb.com ] Udemy - Machine Learning for Beginner
magnet:?xt=urn:btih:fbff2e815d138c5b8fd46e65c82d6213eb8ec7cc&dn=[ DevCourseWeb.com ] Udemy - Machine Learning for Beginner
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Hash值:
fbff2e815d138c5b8fd46e65c82d6213eb8ec7cc
点击数:
140
文件大小:
3.55 GB
文件数量:
53
创建日期:
2022-6-11 00:28
最后访问:
2025-1-24 02:41
访问标签:
DevCourseWeb
com
Udemy
-
Machine
Learning
for
Beginner
文件列表详情
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 5.56 MB
~Get Your Files Here !/10. Decision Tree Classifier/1. Introduction to a Decision Tree Classifier.mp4 16.63 MB
~Get Your Files Here !/10. Decision Tree Classifier/2. Block diagram of a Decision Tree Classifier. How Decision Tree model works.mp4 8.13 MB
~Get Your Files Here !/10. Decision Tree Classifier/3. Project Develop a Decision Tree machine model in Python codes.mp4 169.59 MB
~Get Your Files Here !/2. Introduction to Machine Learning/1. What is Machine learning.mp4 25.29 MB
~Get Your Files Here !/2. Introduction to Machine Learning/2. Understand machine learning concept by the examples we face in daily life.mp4 60.37 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 17.39 MB
~Get Your Files Here !/2. Introduction to Machine Learning/6. What are supervised, unsupervised and reinforcement of machine learning.mp4 44.84 MB
~Get Your Files Here !/2. Introduction to Machine Learning/7. Methods for evaluating the machine model.mp4 41.76 MB
~Get Your Files Here !/2. Introduction to Machine Learning/8. Types of famous classifiers of Machine learning.mp4 10.44 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 43.98 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/1. Introduction to Principal Component Analysis (PCA).mp4 22.06 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.mp4 77.93 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/3. Mathematical perspective of PCA. What is covariance matrix.mp4 43.01 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/4. Understand PCA mathematically by solving an example of covariance matrix.mp4 234.93 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 56.2 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/2. Accuracy and Error rate of a Machine model.mp4 9.62 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/3. Precision and Recall of a Machine model.mp4 25.34 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 64.11 MB
~Get Your Files Here !/5. Classification and Regression/1. Classification process of machine model to explore and analyze the data.mp4 72.19 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 37.21 MB
~Get Your Files Here !/5. Classification and Regression/4. Non-linear regression or Logistic regression of a machine model.mp4 40.81 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 255.64 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.mp4 18.48 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/3. Linear support vector machine. Understand it graphically.mp4 36.44 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 36.54 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 21.47 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/6. Non-linear support vector machine. Graphs of non-linear SVM models.mp4 9.92 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 15.85 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 20.98 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 17.87 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/1. Introduction to K-Nearest Neighbors classifier (KNN).mp4 30.32 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/2. How to KNN machine model works Understand it graphically.mp4 59.07 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 53.08 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 49.44 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 28.21 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/6. Euclidean distance formula to measure the distance between two data points.mp4 148.93 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/7. Manhattan distance formula to measure the distance between two data points.mp4 11.08 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/8. Project Develop a KNN machine model in Python codes.mp4 519.32 MB
~Get Your Files Here !/8. Naive Bayes Classifier/1. Introduction to Naive Bayes Classifier. What is Bayes rule.mp4 45.83 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 195.33 MB
~Get Your Files Here !/8. Naive Bayes Classifier/4. Project Develop a Naive Bayes machine model in Python codes.mp4 268.15 MB
~Get Your Files Here !/9. Logistic Regression Classifier/1. What is Logistic Regression Classifier Formula of Logistic regression model.mp4 27.43 MB
~Get Your Files Here !/9. Logistic Regression Classifier/2. Understand Logistic Regression machine model graphically.mp4 31.18 MB
~Get Your Files Here !/9. Logistic Regression Classifier/3. How to separate a non-linear data by using logistic regression machine model.mp4 32.37 MB
~Get Your Files Here !/9. Logistic Regression Classifier/4. Applications of Logistic Regression machine model in daily life.mp4 34.65 MB
~Get Your Files Here !/9. Logistic Regression Classifier/5. Project Develop a Logistic Regression machine model in Python codes.mp4 262.4 MB
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