Predicting Stars, Galaxies and Quasars with Machine Learning || Hands-on Project || Spartificial

The development of technologies to predict and analyze deep space bodies such as stars, quasars, and galaxies has had numerous benefits for humanity. These technologies have allowed us to learn more about the universe and our place within it, which has had a profound impact on our understanding of the world and our place within it.
00:00:08 - Introduction & Workflow of Project
00:03:33 - Understanding the Problem Statement
00:05:21 - Exploring and Understanding the Dataset
00:10:00 - Importing Necessary Libraries & Modules for the Dataset
00:11:34 - Analysis of the Dataset
00:16:24 - Conversion of Non-Numerical data into Numerical
00:19:38 - Data Scaling for accuracy improvement
00:25:49 - Understanding the data comparison using pairplot
00:28:14 - Decision Tree Classifier
00:34:35 - Linear Regression Classifier
00:36:59 - KNN Classifier
00:39:04 - Data fitting & Prediction based from our Models
00:41:00 - Classification Report & Analysis
00:44:21 - Tasks for you
00:45:26 - How to submit your solution notebook
00:46:49 - Closing Remarks
#machinelearning #astrophysics #classification #stars #quasars #galaxies #tutorial #hands-on #codesession #beginnersguide #practicalguide #stepbystep
You can submit the tasks given at the end of this project and submit your code notebook in the below form. You will get a certificate for this project by submitting the solution for the tasks.
Project Repo: github.com/Spa...
Submission Form Link: forms.gle/viPS...
UA-cam Academic Projects Series is a video series by Spartificial that provides free certified Machine Learning related student projects focusing on Space technology and Sustainable Development.
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We are Spartificial, an AI and Space Research company where we majorly focus on project-based learning. We are currently working on deploying different cutting-edge technologies like AI and Robotics in Space Exploration, Earth Observation and more. We have a community of AI and Space enthusiasts looking for opportunities in the domain of AI and Space technologies.
Follow us to know more:
Website: www.spartifici...
Instagram: / spartificial_
Linkedin: / spartificial
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[@lama4792]

Finally, I found a channel that combines space and technology, Indeed, this is an effort that deserves thanks ❤❤

[@Spartificial]

Glad you like it!

[@nepalichori999]

I just want to request please do not delete these videos.

[@Spartificial]

Sure

[@navisabharwal1313]

great sir keep it up ...