Filename | Size |
| ~Get Your Files Here !/1 - Welcome and Course Overview/1 - Welcome-to-the-Course.pptx | 287.4 KB |
| ~Get Your Files Here !/1 - Welcome and Course Overview/1 - Welcome.mp4 | 21 MB |
| ~Get Your Files Here !/1 - Welcome and Course Overview/2 - Course Overview.mp4 | 32.4 MB |
| ~Get Your Files Here !/1 - Welcome and Course Overview/2 - Course-Overview.pptx | 291.9 KB |
| ~Get Your Files Here !/2 - Numpy/3 - Numpy Introduction and Installation.mp4 | 33.7 MB |
| ~Get Your Files Here !/2 - Numpy/4 - Creating Arrays in Numpy.mp4 | 49.5 MB |
| ~Get Your Files Here !/2 - Numpy/4 - Creating-Arrays-Numpy.ipynb | 4.5 KB |
| ~Get Your Files Here !/2 - Numpy/5 - Array Shape and Reshape.mp4 | 47.1 MB |
| ~Get Your Files Here !/2 - Numpy/5 - Shape-and-Reshape.ipynb | 5.2 KB |
| ~Get Your Files Here !/2 - Numpy/6 - Array Indexing.mp4 | 33.5 MB |
| ~Get Your Files Here !/2 - Numpy/6 - Array-Indexing.ipynb | 4 KB |
| ~Get Your Files Here !/2 - Numpy/7 - Array Iterating.mp4 | 24.1 MB |
| ~Get Your Files Here !/2 - Numpy/7 - Array-Iterating-Practical.ipynb | 2.1 KB |
| ~Get Your Files Here !/2 - Numpy/8 - Array Slicing.mp4 | 40 MB |
| ~Get Your Files Here !/2 - Numpy/8 - Array-Slicing.ipynb | 4.3 KB |
| ~Get Your Files Here !/2 - Numpy/9 - Searching and Sorting.mp4 | 30.6 MB |
| ~Get Your Files Here !/2 - Numpy/9 - Searching-and-Sorting-numpy-array-prac.ipynb | 3.9 KB |
| ~Get Your Files Here !/3 - Pandas/10 - Pandas Introduction and Installation.mp4 | 24.8 MB |
| ~Get Your Files Here !/3 - Pandas/11 - Pandas Series.mp4 | 17 MB |
| ~Get Your Files Here !/3 - Pandas/11 - Pandas-Series.ipynb | 1.5 KB |
| ~Get Your Files Here !/3 - Pandas/12 - Pandas DataFrame.mp4 | 25.2 MB |
| ~Get Your Files Here !/3 - Pandas/12 - Pandas-DataFrame-Practical.ipynb | 3.2 KB |
| ~Get Your Files Here !/3 - Pandas/13 - Pandas ReadCSV.mp4 | 17.9 MB |
| ~Get Your Files Here !/3 - Pandas/13 - Read-CSV.ipynb | 17.3 KB |
| ~Get Your Files Here !/3 - Pandas/14 - Analyzing-DataFrames.ipynb | 60.1 KB |
| ~Get Your Files Here !/3 - Pandas/14 - Pandas Analyzing DataFrames.mp4 | 46 MB |
| ~Get Your Files Here !/4 - Data Visualization/15 - Matplotlib Introduction.mp4 | 27.3 MB |
| ~Get Your Files Here !/4 - Data Visualization/15 - Matplotlib-Intro-and-Getting-started.ipynb | 15.1 KB |
| ~Get Your Files Here !/4 - Data Visualization/16 - Different types of plots in Matplotlib.mp4 | 43.7 MB |
| ~Get Your Files Here !/4 - Data Visualization/16 - Different-types-of-plots-in-Matplotlib.ipynb | 29.3 KB |
| ~Get Your Files Here !/4 - Data Visualization/17 - Seaborn.mp4 | 60.3 MB |
| ~Get Your Files Here !/5 - Data Preparation/18 - Handling Missing Values.mp4 | 62 MB |
| ~Get Your Files Here !/5 - Data Preparation/18 - Handling-Missing-Values-1.pptx | 620.9 KB |
| ~Get Your Files Here !/5 - Data Preparation/18 - Missing-Values.ipynb | 14.9 KB |
| ~Get Your Files Here !/5 - Data Preparation/19 - Feature Encoding.mp4 | 64.4 MB |
| ~Get Your Files Here !/5 - Data Preparation/19 - Feature-Encoding.ipynb | 36.8 KB |
| ~Get Your Files Here !/5 - Data Preparation/19 - Feature-Encoding.pptx | 492.3 KB |
| ~Get Your Files Here !/5 - Data Preparation/20 - Feature Scaling.mp4 | 54.1 MB |
| ~Get Your Files Here !/5 - Data Preparation/20 - Feature-Scaling.ipynb | 117.3 KB |
| ~Get Your Files Here !/6 - Machine Learning/21 - Machine Learning Introduction.mp4 | 35.2 MB |
| ~Get Your Files Here !/6 - Machine Learning/22 - Supervised Machine Learning.mp4 | 26.3 MB |
| ~Get Your Files Here !/6 - Machine Learning/23 - Unsupervised Machine Learning.mp4 | 21.6 MB |
| ~Get Your Files Here !/6 - Machine Learning/24 - Train Test Split.mp4 | 13.9 MB |
| ~Get Your Files Here !/6 - Machine Learning/25 - Regression Analysis.mp4 | 53.5 MB |
| ~Get Your Files Here !/6 - Machine Learning/26 - Linear Regression.mp4 | 49.6 MB |
| ~Get Your Files Here !/6 - Machine Learning/26 - Linear-Regression.ipynb | 22 KB |
| ~Get Your Files Here !/6 - Machine Learning/26 - Linear-Regression.pptx | 360.1 KB |
| ~Get Your Files Here !/6 - Machine Learning/26 - Salary-Data.csv | 454 B |
| ~Get Your Files Here !/6 - Machine Learning/27 - Logistic Regression.mp4 | 71.5 MB |
| ~Get Your Files Here !/6 - Machine Learning/27 - Logistic-Regression-Practical.ipynb | 25.3 KB |
| ~Get Your Files Here !/6 - Machine Learning/27 - Logistic-Regression.pptx | 405.2 KB |
| ~Get Your Files Here !/6 - Machine Learning/28 - K-Nearest-Neighbors-KNN.pptx | 519.8 KB |
| ~Get Your Files Here !/6 - Machine Learning/28 - KNN-Practical.ipynb | 60.8 KB |
| ~Get Your Files Here !/6 - Machine Learning/28 - KNN.mp4 | 75.3 MB |
| ~Get Your Files Here !/6 - Machine Learning/28 - User-Data.csv | 10.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/29 - Support-Vector-Machine-SVM.pptx | 554.8 KB |
| ~Get Your Files Here !/6 - Machine Learning/29 - SVM-Practical.ipynb | 8.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/29 - SVM.mp4 | 60.9 MB |
| ~Get Your Files Here !/6 - Machine Learning/29 - User-Data.csv | 10.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/30 - Decision Tree.mp4 | 70.8 MB |
| ~Get Your Files Here !/6 - Machine Learning/30 - Decision-Tree-Algorithm.pptx | 463.4 KB |
| ~Get Your Files Here !/6 - Machine Learning/30 - Decision-Tree-Practical.ipynb | 6.4 KB |
| ~Get Your Files Here !/6 - Machine Learning/30 - User-Data.csv | 10.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/31 - Random Forest.mp4 | 46.4 MB |
| ~Get Your Files Here !/6 - Machine Learning/31 - Random-Forest-Algorithm.pptx | 400.8 KB |
| ~Get Your Files Here !/6 - Machine Learning/31 - Random-Forest-Practical.ipynb | 6.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/31 - User-Data.csv | 10.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/32 - K Means Clustering.mp4 | 63.1 MB |
| ~Get Your Files Here !/6 - Machine Learning/32 - K-Means-Clustering-Algorithm.pptx | 588.5 KB |
| ~Get Your Files Here !/6 - Machine Learning/32 - K-Means-Practical.ipynb | 60.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/32 - Mall-Customers.csv | 4.7 KB |
| ~Get Your Files Here !/6 - Machine Learning/33 - GridSearch CV.mp4 | 70.4 MB |
| ~Get Your Files Here !/6 - Machine Learning/33 - GridSearch-CV.ipynb | 5.6 KB |
| ~Get Your Files Here !/6 - Machine Learning/33 - GridSearchCV.pptx | 487.2 KB |
| ~Get Your Files Here !/7 - Machine Learning Pipeline/34 - Machine Learning Pipeline.mp4 | 54.3 MB |
| ~Get Your Files Here !/7 - Machine Learning Pipeline/34 - Machine-learning-Pipeline.pptx | 415.5 KB |
| ~Get Your Files Here !/7 - Machine Learning Pipeline/34 - ML-Pipeline.ipynb | 10.5 KB |
| ~Get Your Files Here !/8 - Projects/35 - Diabetes Prediction.mp4 | 75.5 MB |
| ~Get Your Files Here !/8 - Projects/35 - Diabetes-Prediction-Project.ipynb | 27.6 KB |
| ~Get Your Files Here !/8 - Projects/35 - diabetes.csv | 23.3 KB |
| ~Get Your Files Here !/8 - Projects/36 - Insurance Cost Prediction.mp4 | 79.8 MB |
| ~Get Your Files Here !/8 - Projects/36 - insurance.csv | 54.3 KB |
| ~Get Your Files Here !/8 - Projects/36 - Medical-Insurance-Cost-Prediction.ipynb | 79.9 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 B |