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Udemy - Python for Machine Learning - The Complete Beginner's Course

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685 MB
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98
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File list
  • Udemy - Python for Machine Learning - The Complete Beginner's Course
  • ~Get Your Files Here !/1. Introduction to Machine Learning/1. What is Machine Learning.mp4 7.5 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/1. What is Machine Learning.srt 2.1 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/2. Applications of Machine Learning.mp4 6.5 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/2. Applications of Machine Learning.srt 1.9 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/3. Machine learning Methods.mp4 3.7 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/3. Machine learning Methods.srt 437 B
  • ~Get Your Files Here !/1. Introduction to Machine Learning/4. What is Supervised learning.mp4 6.2 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/4. What is Supervised learning.srt 1.3 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/5. What is Unsupervised learning.mp4 6 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/5. What is Unsupervised learning.srt 1 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/6. Supervised learning vs Unsupervised learning.mp4 14.3 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/6. Supervised learning vs Unsupervised learning.srt 4.4 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7. Course Materials.html 148 B
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.1 50_Startups.csv 2.4 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.10 Movie_Id_Titles.original 49.8 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.11 MultipleLinearRegression.ipynb 8.5 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.12 Recommender Systems with Python.ipynb 122.4 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.13 salaries.csv 657 B
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.14 u.data 2 MB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.15 user data.csv 10.7 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.2 Decision_tree.ipynb 14.3 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.3 homeprices.csv 77 B
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.4 K-means algorithm numpy&pandas clustering.ipynb 102.3 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.5 KNN_Binary_Classification.ipynb 25.2 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.6 linear_regression_houseprice.ipynb 16.3 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.7 logistic_regression_Binary_Classification.ipynb 2.7 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.8 mall customers data.csv 4.3 KB
  • ~Get Your Files Here !/1. Introduction to Machine Learning/7.9 mallCustomerData.txt 3.9 KB
  • ~Get Your Files Here !/2. Simple Linear Regression/1. Introduction to regression.mp4 9 MB
  • ~Get Your Files Here !/2. Simple Linear Regression/1. Introduction to regression.srt 1.9 KB
  • ~Get Your Files Here !/2. Simple Linear Regression/2. How Does Linear Regression Work.mp4 7.7 MB
  • ~Get Your Files Here !/2. Simple Linear Regression/2. How Does Linear Regression Work.srt 1.9 KB
  • ~Get Your Files Here !/2. Simple Linear Regression/3. Line representation.mp4 5.5 MB
  • ~Get Your Files Here !/2. Simple Linear Regression/3. Line representation.srt 828 B
  • ~Get Your Files Here !/2. Simple Linear Regression/4. Implementation in python Importing libraries & datasets.mp4 7.6 MB
  • ~Get Your Files Here !/2. Simple Linear Regression/4. Implementation in python Importing libraries & datasets.srt 1.4 KB
  • ~Get Your Files Here !/2. Simple Linear Regression/5. Implementation in python Distribution of the data.mp4 9.5 MB
  • ~Get Your Files Here !/2. Simple Linear Regression/5. Implementation in python Distribution of the data.srt 2.2 KB
  • ~Get Your Files Here !/2. Simple Linear Regression/6. Implementation in python Creating a linear regression object.mp4 13.2 MB
  • ~Get Your Files Here !/2. Simple Linear Regression/6. Implementation in python Creating a linear regression object.srt 2.8 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/1. Understanding Multiple linear regression.mp4 6.3 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/1. Understanding Multiple linear regression.srt 1.4 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/2. Implementation in python Exploring the dataset.mp4 13.3 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/2. Implementation in python Exploring the dataset.srt 3.5 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/3. Implementation in python Encoding Categorical Data.mp4 28.9 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/3. Implementation in python Encoding Categorical Data.srt 5.6 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/4. Implementation in python Splitting data into Train and Test Sets.mp4 8.8 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/4. Implementation in python Splitting data into Train and Test Sets.srt 1.5 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/5. Implementation in python Training the model on the Training set.mp4 8.6 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/5. Implementation in python Training the model on the Training set.srt 1020 B
  • ~Get Your Files Here !/3. Multiple Linear Regression/6. Implementation in python Predicting the Test Set results.mp4 17.8 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/6. Implementation in python Predicting the Test Set results.srt 2.8 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/7. Evaluating the performance of the regression model.mp4 6 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/7. Evaluating the performance of the regression model.srt 1.3 KB
  • ~Get Your Files Here !/3. Multiple Linear Regression/8. Root Mean Squared Error in Python.mp4 11.8 MB
  • ~Get Your Files Here !/3. Multiple Linear Regression/8. Root Mean Squared Error in Python.srt 2.2 KB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/1. Introduction to classification.mp4 4.7 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/1. Introduction to classification.srt 1.1 KB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/10. Implementation in python Results prediction & Confusion matrix.mp4 9.7 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/10. Implementation in python Results prediction & Confusion matrix.srt 1.4 KB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/2. K-Nearest Neighbors algorithm.mp4 6.1 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/2. K-Nearest Neighbors algorithm.srt 921 B
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/3. Example of KNN.mp4 3.5 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/3. Example of KNN.srt 380 B
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/4. K-Nearest Neighbours (KNN) using python.mp4 6.1 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/4. K-Nearest Neighbours (KNN) using python.srt 1.2 KB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/5. Implementation in python Importing required libraries.mp4 5.1 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/5. Implementation in python Importing required libraries.srt 434 B
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/6. Implementation in python Importing the dataset.mp4 9.3 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/6. Implementation in python Importing the dataset.srt 1.3 KB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/7. Implementation in python Splitting data into Train and Test Sets.mp4 19.7 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/7. Implementation in python Splitting data into Train and Test Sets.srt 2.8 KB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/8. Implementation in python Feature Scaling.mp4 5.7 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/8. Implementation in python Feature Scaling.srt 348 B
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/9. Implementation in python Importing the KNN classifier.mp4 12.5 MB
  • ~Get Your Files Here !/4. Classification Algorithms K-Nearest Neighbors/9. Implementation in python Importing the KNN classifier.srt 2 KB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/1. Introduction to decision trees.mp4 6.5 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/1. Introduction to decision trees.srt 1.5 KB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/2. What is Entropy.mp4 5.2 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/2. What is Entropy.srt 1.4 KB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/3. Exploring the dataset.mp4 6 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/3. Exploring the dataset.srt 1.3 KB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/4. Decision tree structure.mp4 6.4 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/4. Decision tree structure.srt 1.3 KB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/5. Implementation in python Importing libraries & datasets.mp4 4.6 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/5. Implementation in python Importing libraries & datasets.srt 869 B
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/6. Implementation in python Encoding Categorical Data.mp4 17 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/6. Implementation in python Encoding Categorical Data.srt 3.4 KB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/7. Implementation in python Splitting data into Train and Test Sets.mp4 4.9 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/7. Implementation in python Splitting data into Train and Test Sets.srt 879 B
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/8. Implementation in python Results prediction & Accuracy.mp4 10.4 MB
  • ~Get Your Files Here !/5. Classification Algorithms Decision Tree/8. Implementation in python Results prediction & Accuracy.srt 2.7 KB
  • ~Get Your Files Here !/6. Classification Algorithms Logistic regression/1. Introduction.mp4 6.6 MB
  • ~Get Your Files Here !/6. Classification Algorithms Logistic regression/1. Introduction.srt 1.4 KB
  • ~Get Your Files Here !/6. Classification Algorithms Logistic regression/2. Implementation steps.mp4 5.5 MB
  • ~Get Your Files Here !/6. Classification Algorithms Logistic regression/2. Implementation steps.srt 954 B
  • ~Get Your Files Here !/6. Classification Algorithms Logistic regression/3. Implementation in python Importing libraries & datasets.mp4 6.8 MB
  • ~Get Your Files Here !/6. Classification Algorithms Logistic regression/3. Implementation in python Importing libraries & datasets.srt 1.8 KB

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