Filename | Size |
| ~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 |