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1. Introduction
1. Introduction to Project Course.mp4
10.89 MB
1. Introduction to Project Course.srt
3.30 KB
2. Background - About the Exoplanets.mp4
28.67 MB
2. Background - About the Exoplanets.srt
4.92 KB
3. Methods to Detect Exoplanets.mp4
38.36 MB
3. Methods to Detect Exoplanets.srt
7.35 KB
4. Basics of Exoplanets Hunting.html
0.16 KB
2. Understanding the Exoplanets Dataset
1. Understanding the Dataset.mp4
34.53 MB
1. Understanding the Dataset.srt
6.80 KB
2. Getting into the Dataset.mp4
21.45 MB
2. Getting into the Dataset.srt
4.19 KB
3. Checking for any Missing Values in the Data.mp4
18.75 MB
3. Checking for any Missing Values in the Data.srt
4.89 KB
4. Decoding the Labels in the Data.mp4
54.30 MB
4. Decoding the Labels in the Data.srt
11.89 KB
5. Visualizing Light Curves of Stars with Exoplanets.mp4
69.40 MB
5. Visualizing Light Curves of Stars with Exoplanets.srt
11.98 KB
6. Visualizing and Handling the Outliers in the Data.mp4
52.37 MB
6. Visualizing and Handling the Outliers in the Data.srt
10.73 KB
7. Understanding the Exoplanets data.html
0.16 KB
3. Understanding Machine Learning
1. Understanding KNN Algorithm.mp4
69.30 MB
1. Understanding KNN Algorithm.srt
13.83 KB
2. How to choose the value of K in KNN Algorithm!.mp4
32.64 MB
2. How to choose the value of K in KNN Algorithm!.srt
5.83 KB
3. Further Discussion on KNN and Implementation.mp4
29.16 MB
3. Further Discussion on KNN and Implementation.srt
5.56 KB
4. Splitting the data into Training and Testing Data.mp4
36.32 MB
4. Splitting the data into Training and Testing Data.srt
6.79 KB
5. Feature Scaling on the Data.mp4
25.02 MB
5. Feature Scaling on the Data.srt
4.95 KB
6. Training and Testing on the imbalanced Data.mp4
76.88 MB
6. Training and Testing on the imbalanced Data.srt
12.86 KB
7. Understanding Machine Learning.html
0.16 KB
4. Completing the Project
1. Handling the Imbalance in the Data.mp4
55.74 MB
1. Handling the Imbalance in the Data.srt
11.07 KB
2. Training and Testing on the balanced Data.mp4
27.58 MB
2. Training and Testing on the balanced Data.srt
6.54 KB
3. Optimising the model by choosing the best value of K.mp4
31.15 MB
3. Optimising the model by choosing the best value of K.srt
6.02 KB
4. Final Thoughts and Further Steps.mp4
40.47 MB
4. Final Thoughts and Further Steps.srt
6.11 KB
5. Completing the Project.html
0.16 KB
Bonus Resources.txt
0.38 KB
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