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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

AWS unveils Mithra to identify and mitigate malicious domains across its massive system.

#40

August 8, 2024

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DataPanthy #40

August 8, 2024

Editor’s Note:

This week's tech news roundup dives into advancements in security, hospitality, social media, and AI. AWS unveils Mithra, a massive internal system to identify malicious domains. Airbnb explores new offerings beyond rentals, and Reddit tests AI-powered search. Google's hardware event is coming early this year, with the Pixel 9 expected. OpenAI starts rolling out a super realistic voice mode for select ChatGPT users. The newsletter also features a resource on the Data Science Lifecycle Process and promotes a free Data Science newsletter, Datapanthy.

AWS unveils Mithra to identify and mitigate malicious domains across its massive system

The company on Monday revealed an internal umbrella platform for the first time that has been in place for several years, called Mithra, which it built to handle Amazon scale. The main piece of technology underlying the solution is a massive graph database with 3.5 billion nodes and 48 billion edges, according to C.J.

Airbnb details plans to expand beyond short-term rentals, including co-hosting and relaunching ‘experiences’

Airbnb CEO Brian Chesky suggested on Tuesday’s Q2 earnings call with investors that the company will soon expand into new products and services, including co-hosting, a relaunch of Airbnb’s “experiences,” guest services and more.

Reddit to test AI-powered search result pages

Reddit users will soon see AI-generated summaries at the top of search results. Reddit co-founder and CEO Steve Huffman told investors during its earnings call on Tuesday that the company plans to test AI-powered search result pages to “summarize and recommend content.”

Made by Google 2024: Pixel 9, Gemini, a new foldable and other things to expect from the event

Google’s next big hardware event is set for August 13 at 10 a.m. PT. That’s roughly a two-month head start for the Made by Google event, which has traditionally occurred mid-fall. It also, notably, will find the company announcing its latest flagship, the Pixel 9, ahead of the iPhone 16. Apple’s latest is set for a September announcement.

OpenAI begins rollout of its super realistic ‘Advanced Voice Mode’ for ChatGPT Plus users

OpenAI is adopting a phased approach to the rollout of Advanced Voice Mode to ensure close monitoring and continuous improvement based on real-world feedback. Initially, a small group of ChatGPT Plus users will receive access, with notifications sent via the ChatGPT app and email instructions.

Resource Spotlight:

The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process is documented in this repo

The Data Science Lifecycle Process

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