Detecting Habitability of Exoplanets with Machine Learning

Detecting Habitability of Exoplanets with Machine Learning. I decided to develop a machine learning project to predict these habitable planets. By going into this project, I extracted two datasets: Nasa exoplanet archive and PHL’s habitable exoplanet catalog.

How Efficient is Machine Learning to Detect Exoplanets?

So, due to my curiosity in astronomy, I decided to develop a Machine Learning project on Nasa’s exoplanet archive. By going into this project, I aimed to measure how efficiently works M.L algorithms to find these other planets.

The AI behind getting the first-ever picture of a ‘black hole’

The AI behind getting the first-ever picture of a ‘black hole’. A black hole is a massively condensed object tat the center of our universe whose gravitation does not let even light escape from it

Exoplanets, Where Do We Fit In?

A Computational Thinking Story With a Dash of Wolfram Language. In this post, I am focussing on their masses and radii and comparing them to the planets in our solar system.

Artificial Intelligence Is The Key To Crack The Mysteries Of The Universe, Here’s Why!

Are the tools of artificial intelligence, data science, and deep learning advanced enough to crack the secrets of the immeasurable Universe? Let’s find out!

Generating Simulated Data Points That Follow a Give Probability Density Function

Generating Simulated Data Points That Follow a Give Probability Density Function. This post combines a few basic techniques in order to generate some simulated data that follow the distribution of a given probability density function (p.d.f).

Visualizing Asteroids in Python with Bokeh and NASA APIs

In this article, we'll dig into an API that, like the one above, returns NASA data in JSON format. We’ll explore a small portion of all the available information provided through NASA Open APIs. We'll visualize that data with a Python library called Bokeh to help contextualize it for the viewer.

Pulsar Candidate Classification

Pulsar Candidate Classification. “But we soon realized that what we were actually saying is that it’s small in size and big in mass — hence, a neutron star or a white dwarf” — Jocelyn Bell Burnell

A Simple Code to Read 1.2 Billion Rows Just in 1 Second

Read and visualize 1.2 billion rows of a Galaxy simulation data effectively. In this article, we will discuss how to deal with big data practically. We will use a galaxy simulation data from Gaia Universe Model Snapshots (GUMS).

An Inclusive Universe

Deep in the Colombian plains, amidst the armed conflict between guerrillas, paramilitary, and the army, Juan Camilo Guevara grew. . From his school classroom, he could listen to the frequent clashes.

Why Astronomers Are Not a Huge Fan of Elon Musk

The Starlink satellite constellation is an ambitious project initiated by SpaceX’s CEO Elon Musk to provide high-speed internet anywhere around the globe.

Classifying Galaxies Using Multilayered Perceptron Model

Cosmos is an intriguing space to observe and analyse, it is the stronghold for any science we discovered to this point. Galaxies are the mines with immense data clusters just lying there to be explored in this infinite space.

One Percent of TV Static is Caused by the Big Bang

A 13.8 billions years old explosion live now, on your TV! We’re all aware of the interference we used to see on old analogue televisions when there was no signal.

Researchers Identify Fifty New Planets Using Machine Learning

Researchers from the University of Warwick have identified 50 new planets using machine learning algorithms that were used to determine the real, fake or false positives by calculating the probability.

The Man Who Coloured the Cosmos

Once, all deep space photography was black-and-white. Then a chemist in Australia developed a new technique, and colour exploded from the heavens.

Black holes, planets, and SQL

A very basic introduction to SQL. SQL (Structured Query Language) is a standard language for accessing and manipulating databases.

Classification of Sky Objects with Machine Learning

Classification is one of the main kinds of projects you can face in the world of Data Science. Therefore, we have been tasked to execute a…