Project - Exoplanets Hunting with Machine Learning
- Description
- Curriculum
- FAQ
- Reviews
Join us on a groundbreaking journey into the vastness of space as we delve into the captivating realm of exoplanets. In this cutting-edge project course, “Exoplanets Hunting with Machine Learning,” you will unlock the secrets of distant planetary systems using the revolutionary tools of artificial intelligence.
Embark on an extraordinary adventure, where you will learn to navigate through troves of astronomical data, decipher celestial patterns, and identify exoplanets hidden amidst the stars. Guided by expert astronomers and machine learning enthusiasts, you’ll gain hands-on experience with state-of-the-art algorithms and techniques, empowering you to contribute to the ever-expanding field of exoplanet research.
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Exoplanets Hunting: Venture into uncharted territories of the cosmos
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Machine Learning: Unlock the power of AI to unravel astronomical mysteries
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Hidden Worlds: Explore the hidden gems of distant planetary systems
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Cosmos Unveiled: Peer into the vastness of space and unravel its secrets
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Revolutionary Tools: Harness cutting-edge technology to make groundbreaking discoveries
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Astronomical Data: Analyze vast datasets to uncover celestial patterns
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Celestial Patterns: Decipher the intricate signals of distant exoplanets
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State-of-the-Art Algorithms: Learn the latest techniques used by leading researchers
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Hands-on Experience: Gain practical skills through engaging, interactive exercises
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Contributing to Research: Become a valuable asset in the ever-evolving field of exoplanet exploration
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1Introduction to Project CourseVideo lesson
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2Downloadable ContentText lesson
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3Background - About the ExoplanetsVideo lesson
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4Methods to Detect ExoplanetsVideo lesson
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5Basics of Exoplanets HuntingQuiz
This quiz covers the background of this project and questions about science behind exoplanet hunting
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6Understanding the DatasetVideo lesson
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7Getting into the DatasetVideo lesson
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8Checking for any Missing Values in the DataVideo lesson
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9Decoding the Labels in the DataVideo lesson
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10Visualizing Light Curves of Stars with ExoplanetsVideo lesson
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11Visualizing and Handling the Outliers in the DataVideo lesson
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12Understanding the Exoplanets dataQuiz
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13Understanding KNN AlgorithmVideo lesson
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14How to choose the value of K in KNN Algorithm!Video lesson
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15Further Discussion on KNN and ImplementationVideo lesson
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16Splitting the data into Training and Testing DataVideo lesson
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17Feature Scaling on the DataVideo lesson
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18Training and Testing on the imbalanced DataVideo lesson
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19Understanding Machine LearningQuiz
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