6 Open Source Data Science Projects To Impress Your Interviewer

6 Open Source
Data Science
Projects to
Impress your
Interviewer

Facebook AI’s Detection
Transformer (DETR)
1

⬢ DETR by Facebook AI is easily
the most intriguing open-source
project released in May.
⬢ The fact that it has accumulated
almost 3,000 stars within a
week is quite telling.
⬢ DETR, short for Detection
Transformer, could be a change
changer in the computer vision
space.
⬢ And DETR is supremely fast and
extremely efficient – a dream for
data science professionals!
3

⬢ Another fascinating open-source computer vision project. This, as the name
suggests, let’s us perform image animation in real-time using OpenCV.
⬢ The model mimics the expression of the person in front of the camera and
changes the image accordingly. It’s a brilliant use of computer vision and a
project we’ll be trying out internally for sure.
⬢ This kind of project will have a ton of applications in the industry, from
fashion and retail to marketing and advertising.
5

OpenAI’s GPT-3 – A Massive NLP
Release!
3

⬢ OpenAI has done it again! After releasing GPT-
2 last year and whipping up a media frenzy
around it, they have open-sourced their latest
Natural Language Processing (NLP)
framework – GPT-3!
⬢ Simply put, GPT-3 is the largest NLP model of
it’s kind. It has 175 billion parameters (yes,
you read that correctly) and is HUGE in terms
of size, almost 350GB.
⬢ GPT-3 is almost one of the costliest models in
history (took approximately $12 million to
train).
7

Real-Time Audio Analysis using
PyAudio
4

⬢ This open-source data science project is a personal favorite. Created and released
by Xander Steenbrugge, esteemed speaker at the previous two DataHack Summits,
this Python library enables us to perform real-time audio analysis.
⬢ We’ll be trying out PyAudio and Xander’s work at Analytics Vidhya for sure. A lot
of our data science members are heavy music listeners and they can’t wait to sink
their teeth into this open-source project. 9

TextShot – An Awesome Python
Tool for Grabbing Text
5

⬢ We can simply use this Python tool to grab screenshots and extract text
from them, Called TextShot (nice name), this is an excellent tool to
quickly gather any text data we require for our data science projects.
11

Machine Learning Visuals – A
Brilliant Way to Communicate
for Data Science Professionals
6

⬢ ML Visuals is an open-source collaborative effort
to help the data science community understand
and improve technical communication.
⬢ This brilliant repository provides a lot of visuals,
templates, and figures to help you build a perfect
presentation or research paper.
13

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6 Open Source Data Science Projects To Impress Your Interviewer

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