FILENAME SIZE ~Get Your Files Here !/1. Introduction/1. Introduction to Project Course.mp4 10.9 MB ~Get Your Files Here !/1. Introduction/1. Introduction to Project Course.srt 3.3 KB ~Get Your Files Here !/1. Introduction/2. Background - About the Exoplanets.mp4 28.7 MB ~Get Your Files Here !/1. Introduction/2. Background - About the Exoplanets.srt 4.9 KB ~Get Your Files Here !/1. Introduction/3. Methods to Detect Exoplanets.mp4 38.4 MB ~Get Your Files Here !/1. Introduction/3. Methods to Detect Exoplanets.srt 7.4 KB ~Get Your Files Here !/1. Introduction/4. Basics of Exoplanets Hunting.html 159 B ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/1. Understanding the Dataset.mp4 34.5 MB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/1. Understanding the Dataset.srt 6.8 KB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/2. Getting into the Dataset.mp4 21.5 MB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/2. Getting into the Dataset.srt 4.2 KB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/3. Checking for any Missing Values in the Data.mp4 18.8 MB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/3. Checking for any Missing Values in the Data.srt 4.9 KB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/4. Decoding the Labels in the Data.mp4 54.3 MB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/4. Decoding the Labels in the Data.srt 11.9 KB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/5. Visualizing Light Curves of Stars with Exoplanets.mp4 69.4 MB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/5. Visualizing Light Curves of Stars with Exoplanets.srt 12 KB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/6. Visualizing and Handling the Outliers in the Data.mp4 52.4 MB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/6. Visualizing and Handling the Outliers in the Data.srt 10.7 KB ~Get Your Files Here !/2. Understanding the Exoplanets Dataset/7. Understanding the Exoplanets data.html 159 B ~Get Your Files Here !/3. Understanding Machine Learning/1. Understanding KNN Algorithm.mp4 69.3 MB ~Get Your Files Here !/3. Understanding Machine Learning/1. Understanding KNN Algorithm.srt 13.8 KB ~Get Your Files Here !/3. Understanding Machine Learning/2. How to choose the value of K in KNN Algorithm!.mp4 32.6 MB ~Get Your Files Here !/3. Understanding Machine Learning/2. How to choose the value of K in KNN Algorithm!.srt 5.8 KB ~Get Your Files Here !/3. Understanding Machine Learning/3. Further Discussion on KNN and Implementation.mp4 29.2 MB ~Get Your Files Here !/3. Understanding Machine Learning/3. Further Discussion on KNN and Implementation.srt 5.6 KB ~Get Your Files Here !/3. Understanding Machine Learning/4. Splitting the data into Training and Testing Data.mp4 36.3 MB ~Get Your Files Here !/3. Understanding Machine Learning/4. Splitting the data into Training and Testing Data.srt 6.8 KB ~Get Your Files Here !/3. Understanding Machine Learning/5. Feature Scaling on the Data.mp4 25 MB ~Get Your Files Here !/3. Understanding Machine Learning/5. Feature Scaling on the Data.srt 5 KB ~Get Your Files Here !/3. Understanding Machine Learning/6. Training and Testing on the imbalanced Data.mp4 76.9 MB ~Get Your Files Here !/3. Understanding Machine Learning/6. Training and Testing on the imbalanced Data.srt 12.9 KB ~Get Your Files Here !/3. Understanding Machine Learning/7. Understanding Machine Learning.html 159 B ~Get Your Files Here !/4. Completing the Project/1. Handling the Imbalance in the Data.mp4 55.7 MB ~Get Your Files Here !/4. Completing the Project/1. Handling the Imbalance in the Data.srt 11.1 KB ~Get Your Files Here !/4. Completing the Project/2. Training and Testing on the balanced Data.mp4 27.6 MB ~Get Your Files Here !/4. Completing the Project/2. Training and Testing on the balanced Data.srt 6.5 KB ~Get Your Files Here !/4. Completing the Project/3. Optimising the model by choosing the best value of K.mp4 31.2 MB ~Get Your Files Here !/4. Completing the Project/3. Optimising the model by choosing the best value of K.srt 6 KB ~Get Your Files Here !/4. Completing the Project/4. Final Thoughts and Further Steps.mp4 40.5 MB ~Get Your Files Here !/4. Completing the Project/4. Final Thoughts and Further Steps.srt 6.1 KB ~Get Your Files Here !/4. Completing the Project/5. Completing the Project.html 159 B ~Get Your Files Here !/Bonus Resources.txt 386 B