Data Science

Data science is an interdisciplinary field that utilizes scientific methods, algorithms, and systems to analyze and interpret complex data, combining computer science, statistics, mathematics, and domain expertise.

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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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Natural Language Processing (NLP)

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Time Series Analysis

Microsoft open-sources Drasi, a data processing system for detecting and reacting to changes

#65

December 20, 2024

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Editor’s Note:

From AI-powered tools to revamped social media platforms, this week has been packed with exciting developments. Microsoft's Drasi is making data processing a breeze, while ChatGPT Canvas is transforming how we collaborate with AI. SoCreate is shaking up the screenwriting world with AI-generated imagery, and Facebook is trying to lure Gen Z back with a fresh look. The Browser Company is expanding its reach with Arc Search on Android, and we've got a bonus: free online maths resources and a data science newsletter to keep you learning.

Microsoft open-sources Drasi, a data processing system for detecting and reacting to changes

Microsoft has announced and is open-sourcing a new data processing system called Drasi that can detect and react to changes in complex systems.It watches for events in logs and changes feeds without having to copy data to a central data lake or continuously querying data sources. Developers can define which changes they want to track, and then Drasi decides if changes should trigger an action.

ChatGPT Canvas offers a new visual interface for working with ChatGPT in a more collaborative way

OpenAI now offers a more collaborative way of interacting with ChatGPT. ChatGPT Canvas is a new interface for conversations that makes it easier to iterate on a writing or coding project. When triggered, it opens a separate window where ChatGPT and the user can collaborate side by side.

SoCreate wants to transform screenwriting software with AI imagery and community sharing tools

SoCreate, the latest entrant in the screenwriting software arena, is challenging established players like Final Draft and Celtx with its fresh approach to storytelling. And, notably, generative AI imagery is involved

Facebook launches a Gen Z-focused redesign

Facebook wants to woo more younger users to join its social network, instead of spending all their time on TikTok, Instagram, and other social apps. To do so, parent company Meta on Friday announced a series of changes to the older social network which will put greater emphasis on local community information, videos, and Facebook Groups, among other things.

The Browser Company launches Arc Search on Android

The Browser Company, the startup behind the alternative web browser Arc, announced on Thursday it’s launching its Arc Search browser on Android in open beta in a move to become a cross-platform app.

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