Using data to determine a COVID state similarity matrix to estimate policy effects on similar states and “high risk” states


Data Science, Data Visualization

Finding common ground: US Presidents State Analysis

https://unsplash.com/photos/zfKlCKK-Ql0

Introduction

Requirements

  • Python 3.8
  • Pandas
  • NumPy
  • Folium
  • Seaborn

Data Preparation and Preprocessing

  • We change…


Debate Analysis using Data Science: Using YouTube Comments to find the true intent of voters

Image Source

Introduction


Why is your Facebook Data so valuable? A method to predict humans traits (gender, political preference, age) through Facebook Likes.

https://unsplash.com/photos/HUBofEFQ6CA

How and Why


SigNet (Detecting Signature Similarity using Machine Learning/Deep Learning): Is this the end of Human Forensic Analysis?


Quora Similar Questions: Detecting Text Similarity using Siamese networks.

https://unsplash.com/photos/askpr0s66Rg

Requirements

  • Python 3.8
  • Scikit-Learn
  • TensorFlow
  • Genism
  • NLTK

Dataset

  • id: The ID of the training set of a pair
  • qid1, qid2: Unique ID of the question
  • question1: Text for Question One
  • question2: Text for Question Two
  • is_duplicate: 1 if question1 and question2 have the same meaning or else 0


A supervised or semi-supervised ULMFit model to Twitter US Airlines Sentiment Dataset

https://unsplash.com/photos/rf6ywHVkrlY
  • Exploring the dataset, preprocessing and preparing it for the model
  • Exploring a bit of history in sentiment analysis
  • Exploring Language Models and why they are important
  • Setting the baseline model
  • Exploring the techniques…


OmniNet: If Ben’s Omnitrix had a better Machine Learning/Artificial Intelligence system inbuilt?


Privacy and Security, Technology

Photo by Carlos Muza on Unsplash


Aadit Kapoor

Imagination is more important than knowledge — Einstein https://www.linkedin.com/in/aaditkapoor1201/

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