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[ DevCourseWeb Com ] Udemy - Machine Learning for Beginner

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
FBFF2E815D138C5B8FD46E65C82D6213EB8EC7CC
Source
Unverified
Total Size
3.56 GB
Total Files
92
Seeders
2
Leechers
0
Health
2.00
Score
4
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url182 B
~Get Your Files Here !/1. Introduction/1. Introduction.mp45.56 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt894 B
~Get Your Files Here !/10. Decision Tree Classifier/1. Introduction to a Decision Tree Classifier.mp416.63 MB
~Get Your Files Here !/10. Decision Tree Classifier/2. Block diagram of a Decision Tree Classifier. How Decision Tree model works.mp48.13 MB
~Get Your Files Here !/10. Decision Tree Classifier/3. Project Develop a Decision Tree machine model in Python codes.mp4169.59 MB
~Get Your Files Here !/10. Decision Tree Classifier/4. Codes Colab file and Python file. Decision Tree model in Python programming.html83 B
~Get Your Files Here !/10. Decision Tree Classifier/4.1 Decision_tree_classifier.ipynb15.25 KB
~Get Your Files Here !/10. Decision Tree Classifier/4.2 decision_tree_classifier.py2.42 KB
~Get Your Files Here !/10. Decision Tree Classifier/5. ebook.html12 B
~Get Your Files Here !/10. Decision Tree Classifier/5.1 Decision Tree Classifier.pdf719.87 KB
~Get Your Files Here !/2. Introduction to Machine Learning/1. What is Machine learning.mp425.29 MB
~Get Your Files Here !/2. Introduction to Machine Learning/10. ebook.html12 B
~Get Your Files Here !/2. Introduction to Machine Learning/10.1 Introduction.pdf1.3 MB
~Get Your Files Here !/2. Introduction to Machine Learning/2. Understand machine learning concept by the examples we face in daily life.mp460.37 MB
~Get Your Files Here !/2. Introduction to Machine Learning/3. Machine learning vs Deep learning vs Artificial intelligence vs Data Science.mp470.6 MB
~Get Your Files Here !/2. Introduction to Machine Learning/4. What are the fields where we can use Machine learning.mp422.6 MB
~Get Your Files Here !/2. Introduction to Machine Learning/5. Types of Machine learning.mp417.39 MB
~Get Your Files Here !/2. Introduction to Machine Learning/6. What are supervised, unsupervised and reinforcement of machine learning.mp444.84 MB
~Get Your Files Here !/2. Introduction to Machine Learning/7. Methods for evaluating the machine model.mp441.76 MB
~Get Your Files Here !/2. Introduction to Machine Learning/8. Types of famous classifiers of Machine learning.mp410.44 MB
~Get Your Files Here !/2. Introduction to Machine Learning/9. How to develop a Machine model in Python And what are the steps.mp443.98 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/1. Introduction to Principal Component Analysis (PCA).mp422.06 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.mp477.93 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/2. How principal component analysis works Check it graphically.srt13.03 KB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/3. Mathematical perspective of PCA. What is covariance matrix.mp443.01 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/4. Understand PCA mathematically by solving an example of covariance matrix.mp4234.93 MB
~Get Your Files Here !/3. Principal Component Analysis (PCA)/5. ebook.html12 B
~Get Your Files Here !/3. Principal Component Analysis (PCA)/5.1 Principal Component Analysis (PCA).pdf676.46 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.mp456.2 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/2. Accuracy and Error rate of a Machine model.mp49.62 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/3. Precision and Recall of a Machine model.mp425.34 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/4. Under-fitting & Over-fitting of a Machine model. Understand it graphically.mp464.11 MB
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/5. ebook.html12 B
~Get Your Files Here !/4. Confusion Matrix, Under-fitting & Over-fitting/5.1 Confusion matrix, under-fitting and over-fitting.pdf395.95 KB
~Get Your Files Here !/5. Classification and Regression/1. Classification process of machine model to explore and analyze the data.mp472.19 MB
~Get Your Files Here !/5. Classification and Regression/2. Regression process of a machine model. What is leaner regression.mp472.4 MB
~Get Your Files Here !/5. Classification and Regression/3. Understand linear regression mathematically and graphically.mp437.21 MB
~Get Your Files Here !/5. Classification and Regression/4. Non-linear regression or Logistic regression of a machine model.mp440.81 MB
~Get Your Files Here !/5. Classification and Regression/5. ebook.html12 B
~Get Your Files Here !/5. Classification and Regression/5.1 Classification and Regression.pdf1.38 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/1. Introduction to Support Vector Machine (SVM).mp430.8 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/10. Applications of support vector machine (SVM) in daily life.mp411 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.mp4255.64 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/11. Project Develop a support vector machine model in Python.srt47.74 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12. Codes Colab file and Python file. SVM machine model in Python programming.html81 B
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12.1 SVM_classifier.ipynb21.37 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/12.2 svm_classifier.py3.97 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/13. ebook.html12 B
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/13.1 Suport Vector Machine Classifier.pdf1.18 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.mp418.48 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/2. Block diagram of support vector machine. How support vector machine works.srt6.87 KB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/3. Linear support vector machine. Understand it graphically.mp436.44 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/4. Optimal Hyperplane of a linear support vector machine. Optimal vs Not optimal.mp436.54 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.mp421.47 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/6. Non-linear support vector machine. Graphs of non-linear SVM models.mp49.92 MB
~Get Your Files Here !/6. Support Vector Machine (SVM) Classifier/7. Kernel technique of non-linear SVM model. Three types of kernel techniques.mp415.85 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.mp420.98 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.mp417.87 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/1. Introduction to K-Nearest Neighbors classifier (KNN).mp430.32 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/10. ebook.html12 B
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/10.1 K_neighbors_classifier.pdf1.08 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/2. How to KNN machine model works Understand it graphically.mp459.07 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.mp453.08 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.mp449.44 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.mp428.21 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/6. Euclidean distance formula to measure the distance between two data points.mp4148.93 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/7. Manhattan distance formula to measure the distance between two data points.mp411.08 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/8. Project Develop a KNN machine model in Python codes.mp4519.32 MB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9. Codes Colab file and Python file. KNN machine model in Python programming.html81 B
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9.1 K_neighbors_classifier.ipynb23.31 KB
~Get Your Files Here !/7. K-Nearest Neighbors Classifier (KNN)/9.2 k_neighbors_classifier.py3.11 KB
~Get Your Files Here !/8. Naive Bayes Classifier/1. Introduction to Naive Bayes Classifier. What is Bayes rule.mp445.83 MB
~Get Your Files Here !/8. Naive Bayes Classifier/2. Understand Naive Bayes rule by giving a daily life example.mp473.4 MB
~Get Your Files Here !/8. Naive Bayes Classifier/3. Solve an example to cement the concept of Bayes rule.mp4195.33 MB
~Get Your Files Here !/8. Naive Bayes Classifier/4. Project Develop a Naive Bayes machine model in Python codes.mp4268.15 MB
~Get Your Files Here !/8. Naive Bayes Classifier/5. Codes Colab file and Python file. Naive Bayes model in Python programming.html81 B
~Get Your Files Here !/8. Naive Bayes Classifier/5.1 Naive_bayes_classifier.ipynb10.59 KB
~Get Your Files Here !/8. Naive Bayes Classifier/5.2 naive_bayes_classifier.py2.49 KB
~Get Your Files Here !/8. Naive Bayes Classifier/6. ebook.html12 B
~Get Your Files Here !/8. Naive Bayes Classifier/6.1 Naive_bayes_classifier.pdf946.34 KB
~Get Your Files Here !/9. Logistic Regression Classifier/1. What is Logistic Regression Classifier Formula of Logistic regression model.mp427.43 MB
~Get Your Files Here !/9. Logistic Regression Classifier/2. Understand Logistic Regression machine model graphically.mp431.18 MB
~Get Your Files Here !/9. Logistic Regression Classifier/3. How to separate a non-linear data by using logistic regression machine model.mp432.37 MB
~Get Your Files Here !/9. Logistic Regression Classifier/4. Applications of Logistic Regression machine model in daily life.mp434.65 MB
~Get Your Files Here !/9. Logistic Regression Classifier/5. Project Develop a Logistic Regression machine model in Python codes.mp4262.4 MB
~Get Your Files Here !/9. Logistic Regression Classifier/6. CodesColab file and Python file.Logistic regression model in Python programming.html87 B
~Get Your Files Here !/9. Logistic Regression Classifier/6.1 Logistic_Regression.ipynb85.42 KB
~Get Your Files Here !/9. Logistic Regression Classifier/6.2 logistic_regression.py3.57 KB
~Get Your Files Here !/9. Logistic Regression Classifier/7. ebook.html12 B
~Get Your Files Here !/9. Logistic Regression Classifier/7.1 Logistic regression Classifier.pdf925.98 KB
~Get Your Files Here !/Bonus Resources.txt386 B

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