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Introduction to Data Science

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Data Collection and Cleaning

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Data Exploration and Visualization

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Data Manipulation and Analysis

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Machine Learning Basics

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Supervised Learning Algorithms

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Unsupervised Learning Algorithms

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Model Selection and Evaluation

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Time Series Analysis

Nightshade project from the University of Chicago, disrupting AI model training by "poisoning" image data.

#18

February 1, 2024

An annoyed cat

DataPanthy #18

DeveLearn

February 1, 2024

Editor’s Note :

In this 18th edition of DataPanthy, we explore the innovative Nightshade project from the University of Chicago, disrupting AI model training by "poisoning" image data. Western Railway's adoption of KAVACH technology on the Mumbai-Ahmedabad route promises enhanced security. Flipkart sees co-founder Binny Bansal's departure due to a conflict of interest with his new venture, OppDoor. Shazam's latest update allows users to identify music in apps while wearing headphones. Additionally, Apple's recent browser-related changes in iOS for the EU hint at significant shifts in the digital landscape.

Nightshade, the tool that ‘poisons’ data, gives artists a fighting chance against AI

Nightshade, a project from the University of Chicago, gives artists some recourse by “poisoning” image data, rendering it useless or disruptive to AI model training. Ben Zhao, a computer science professor who led the project, compared Nightshade to “putting hot sauce in your lunch so it doesn’t get stolen from the workplace fridge.”

Western Railway To Implement KAVACH Technology On Mumbai-Ahmedabad Route

Western Railway (WR) is gearing up to deploy the indigenous KAVACH technology on the Virar-Vadodara-Ahmedabad-Nagda section, spanning 735km, by year-end.

Flipkart co-founder Binny Bansal leaves board

Flipkart co-founder Binny Bansal has resigned from the e-commerce group’s board, Bansal, who reserved the rights to stay on Flipkart’s board for as long as he preferred, cited conflict of interest with his new venture as the reason for the move. Bansal launched OppDoor, a cross-border e-commerce startup, late last year.

Shazam now lets you identify music in apps while wearing headphones

Shazam now lets you identify music while wearing headphones, the Apple-owned company announced this week. All you need to do is open the app, check for the headphone icon to confirm your headphones are connected and then start identifying music playing around you or within apps like TikTok and YouTube. The new update works with both wired and Bluetooth headphones.

A closer look at Apple’s browser-related changes to iOS in EU

The raft of iOS changes Apple dropped in the European Union as it prepares for enforcement of the bloc’s Digital Markets Act (DMA) to kick in March 7, include some big developments around browsers that look set to shake up a pretty stale market.

Resource Spotlight :

Git and GitHub

Adding an existing project to GitHub using the command line - User Documentation

An Intro to Git and GitHub for Beginners (Tutorial)

Follow these simple rules and you’ll become a Git and GitHub master

Git - Book

git - the simple guide - no deep shit!

How not to be afraid of GIT anymore – freeCodeCamp.org

joshnh/Git-Commands: A list of commonly used Git commands

The beginner’s guide to contributing to a GitHub project – Rob Allen's DevNotes

Understanding the GitHub Flow · GitHub Guides

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