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6 Open Source Data Science Projects To Impress Your Interviewer

If you are interested in data science and want to make a data science project then this presentation is for you.

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6 Open Source Data Science Projects To Impress Your Interviewer

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  1. 6 Open Source Data Science Projects to Impress your Interviewer

  2. 1 Facebook AI’s Detection Transformer (DETR)

  3. 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!

  4. 2 Real-Time Image Animation

  5. 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.

  6. 3 OpenAI’s GPT-3 – A Massive NLP Release!

  7. 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).

  8. 4 Real-Time Audio Analysis using PyAudio

  9. 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.

  10. 5 TextShot – An Awesome Python Tool for Grabbing Text

  11. 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. 

  12. 6 Machine Learning Visuals – A Brilliant Way to Communicate for Data Science Professionals

  13. 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.

  14. THANKS!https://www.cetpainfotech.com/technology/data-science-trainingMOB NUMBER :  9212172602QUERY@CETPAINFOTECH.COM

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