DevCourseWeb com Udemy Project Exoplanets Hunting with Machine Learning

DevCourseWeb com Udemy Project Exoplanets Hunting with Machine Learning

Name	[ DevCourseWeb.com ] Udemy - Project - Exoplanets Hunting with Machine Learning	DOWNLOAD Copy Link
Total Size	789.7 MB
Total Files	44
Last Seen	2024-10-07 00:57
Hash	06BD1253F17B5BE9C5A341A1A4DB2BF82995EAF2

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Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction to Project Course.mp4	11.4 MB
1. Introduction to Project Course.srt	3.4 KB
2. Background - About the Exoplanets.mp4	30.1 MB
2. Background - About the Exoplanets.srt	5.0 KB
3. Methods to Detect Exoplanets.mp4	40.2 MB
3. Methods to Detect Exoplanets.srt	7.5 KB
4. Basics of Exoplanets Hunting.html	0.2 KB
/.../2. Understanding the Exoplanets Dataset/
1. Understanding the Dataset.mp4	36.2 MB
1. Understanding the Dataset.srt	7.0 KB
2. Getting into the Dataset.mp4	22.5 MB
2. Getting into the Dataset.srt	4.3 KB
3. Checking for any Missing Values in the Data.mp4	19.7 MB
3. Checking for any Missing Values in the Data.srt	5.0 KB
4. Decoding the Labels in the Data.mp4	56.9 MB
4. Decoding the Labels in the Data.srt	12.2 KB
5. Visualizing Light Curves of Stars with Exoplanets.mp4	72.8 MB
5. Visualizing Light Curves of Stars with Exoplanets.srt	12.3 KB
6. Visualizing and Handling the Outliers in the Data.mp4	54.9 MB
6. Visualizing and Handling the Outliers in the Data.srt	11.0 KB
7. Understanding the Exoplanets data.html	0.2 KB
/.../3. Understanding Machine Learning/
1. Understanding KNN Algorithm.mp4	72.7 MB
1. Understanding KNN Algorithm.srt	14.2 KB
2. How to choose the value of K in KNN Algorithm!.mp4	34.2 MB
2. How to choose the value of K in KNN Algorithm!.srt	6.0 KB
3. Further Discussion on KNN and Implementation.mp4	30.6 MB
3. Further Discussion on KNN and Implementation.srt	5.7 KB
4. Splitting the data into Training and Testing Data.mp4	38.1 MB
4. Splitting the data into Training and Testing Data.srt	7.0 KB
5. Feature Scaling on the Data.mp4	26.2 MB
5. Feature Scaling on the Data.srt	5.1 KB
6. Training and Testing on the imbalanced Data.mp4	80.6 MB
6. Training and Testing on the imbalanced Data.srt	13.2 KB
7. Understanding Machine Learning.html	0.2 KB
/.../4. Completing the Project/
1. Handling the Imbalance in the Data.mp4	58.4 MB
1. Handling the Imbalance in the Data.srt	11.3 KB
2. Training and Testing on the balanced Data.mp4	28.9 MB
2. Training and Testing on the balanced Data.srt	6.7 KB
3. Optimising the model by choosing the best value of K.mp4	32.7 MB
3. Optimising the model by choosing the best value of K.srt	6.2 KB
4. Final Thoughts and Further Steps.mp4	42.4 MB
4. Final Thoughts and Further Steps.srt	6.3 KB
5. Completing the Project.html	0.2 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 44