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TORRENT DETAILS
Udemy - Project - Exoplanets Hunting With Machine Learning
TORRENT SUMMARY
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Harness the Power of AI to Discover Hidden Worlds Beyond Our Solar System
What you'll learn
End-to-End project development in Machine Learning
Introduction to Exoplanets and Planetary Defence
Intensifying best practices in Machine Learning Project
Develop the skills to evaluate the performance of different machine learning models for exoplanet hunting, and learn how to optimize and fine-tune the models to
Requirements
Beginner Level Programming Knowledge Required
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FILE LIST
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
