Fri.Feb 02, 2024

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Introducing The Streaming Datalake

insideBIGDATA

In this contributed article, Tom Scott, CEO of Streambased, outlines the path event streaming systems have taken to arrive at the point where they must adopt analytical use cases and looks at some possible futures in this area.

Analytics 363
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OpenAI API for Beginners: Your Easy-to-Follow Starter Guide

KDnuggets

Learn how to use OpenAI Python API for accessing language, embedding, audio, vision, and image generation models.

Python 345
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Mistral AI’s GPT-4 Competitor ‘Miqu-1-70b’ Leaked

Analytics Vidhya

In a surprising turn of events, the open-source AI community is abuzz with the revelation of an accidental leak involving Mistral, a Paris-based AI company. The leaked model, named ‘Miqu-1-70b,’ has caught attention for its potential to rival or even surpass the widely acclaimed GPT-4. Let’s delve into the unfolding saga and what it means […] The post Mistral AI’s GPT-4 Competitor ‘Miqu-1-70b’ Leaked appeared first on Analytics Vidhya.

Analytics 285
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Converting JSONs to Pandas DataFrames: Parsing Them the Right Way

KDnuggets

Navigating Complex Data Structures with Python's json_normalize.

Python 322
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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Apple’s Vision Pro Launched with 600 Apps: Here’s All You Need to Know

Analytics Vidhya

Apple’s much-anticipated Vision Pro headset has hit the market, boasting an array of features and applications designed to redefine the virtual and augmented reality experience. Priced at $3,499, the Vision Pro is set to cater to a diverse audience, blending entertainment, productivity, and spatial computing. In this article, we delve into the key aspects of […] The post Apple’s Vision Pro Launched with 600 Apps: Here’s All You Need to Know appeared first on Analytics Vidhya.

Analytics 285
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What are: Embeddings? Vector Databases? Vector Search? k-NN? ANN?

Cassie Kozyrkov

A simple explainer to debuzz these AI buzzwords Continue reading on Towards Data Science »

Database 242

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What are: Embeddings? Vector Databases? Vector Search? k-NN? ANN?

Cassie Kozyrkov

A simple explainer to debuzz these AI buzzwords Continue reading on Medium »

Database 239
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Check if Element Exists in List in Python

Analytics Vidhya

Introduction Checking if an element exists in a list is common in Python programming. Several methods are available to accomplish this, whether you want to search for a number, string, or even a custom object. This article will give you techniques to check if an element exists in a list and discuss its performance considerations. […] The post Check if Element Exists in List in Python appeared first on Analytics Vidhya.

Python 278
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Welldoc® and Databricks: Enhancing Cardiometabolic Care with Improved Data for Tailored Interventions

databricks

This blog was written in collaboration with Anand Iyer, PhD, MBA, Chief Analytics Officer and Abhi Kumbara, Data Science Manager at Welldoc The.

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What is numpy.linspace() in Python?

Analytics Vidhya

Introduction numpy.linspace() is a powerful function in Python’s NumPy library that allows you to create evenly spaced arrays with a specified number of elements. It’s a versatile tool used in various applications, from scientific computing to data analysis and data visualization. In this blog, we’ll explore the ins and outs of numpy.linspace() and how you […] The post What is numpy.linspace() in Python?

Python 266
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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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A decoder-only foundation model for time-series forecasting

Hacker News

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Ways of Converting Textual Data into Structured Insights with LLMs

Analytics Vidhya

Introduction In the era of big data, organizations are inundated with vast amounts of unstructured textual data. The sheer volume and diversity of information present a significant challenge in extracting insights. Unstructured data, including text documents and social media posts, exacerbates this challenge with its inherent lack of predefined structure, making extracting meaningful insights even […] The post Ways of Converting Textual Data into Structured Insights with LLMs appeared firs

Big Data 254
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Carl Weathers, Apollo Creed from Rocky movies, dies aged 76

Hacker News

Carl Weathers, former NFL player turned Hollywood actor who starred in the Rocky movies, dies aged 76

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All About Python List Slicing With Examples

Analytics Vidhya

Introduction Python offers developers a wide range of functionalities. Its simplicity and extensive libraries make it a go-to choice for diverse applications, from data analysis, machine learning, and web development to automation and scripting. In this article, we will explore the concept of list slicing in Python, its benefits, syntax, and various techniques to perform […] The post All About Python List Slicing With Examples appeared first on Analytics Vidhya.

Python 253
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Mathematicians have finally proved that Bach was a great composer

Hacker News

Converting hundreds of compositions by Johann Sebastian Bach into mathematical networks reveals that they store lots of information and convey it very effectively

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How to Convert Python List to NumPy Arrays?

Analytics Vidhya

Introduction Python is a versatile programming language that offers a wide range of data structures. One such structure is a list, which allows you to store multiple values in a single variable. However, when performing complex mathematical operations or working with large datasets, Python lists may not be the most efficient option. This is where […] The post How to Convert Python List to NumPy Arrays?

Python 247
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Where Will Virtual Reality Take Us?

Hacker News

Apple’s Vision Pro headset suggests one possible future—but there are others.

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12 Platforms to Run Python Code Online

Analytics Vidhya

Introduction In programming and data science, the ability to run Python code online has become a game-changer for developers, learners, and professionals. If you’re seeking the ideal platform, you’re on the right track. This article explores 12 platform to run Python code online and highlights some of the most popular platforms available for this purpose. […] The post 12 Platforms to Run Python Code Online appeared first on Analytics Vidhya.

Python 245
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Why Don't We Teach People How to Parent?

Hacker News

The ways that Americans used to learn child-rearing are falling apart. The new ones aren’t filling the gaps left behind.

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Top 10 Data Science Companies to Work for in 2024

Analytics Vidhya

As the demand for data-driven insights continues to surge across industries, the role of data scientists has become increasingly crucial. If you’re considering a career in data science or looking to elevate your current position, it’s essential to explore opportunities with companies that are at the forefront of innovation in this dynamic field.

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Meta's Reality Labs loses record $4.65B ahead of Apple's Vision Pro launch

Hacker News

Meta's Reality Labs has now lost more than $40 billion dating back to late 2020.

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Fine-tuning A Tiny-Llama Model with Unsloth

Analytics Vidhya

Introduction After the Llama and Mistral models were released, the open-source LLMs took the limelight out of OpenAI. Since then, multiple models have been released based on Llama and Mistral architecture, performing on par with proprietary models like GPT-3.5 Turbo, Claude, Gemini, etc. However, these models are too large to be used in consumer hardware. […] The post Fine-tuning A Tiny-Llama Model with Unsloth appeared first on Analytics Vidhya.

Analytics 239
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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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AWS charge for using IPv4 expected to bring $1B/year and speed up IPv6 adoption

Hacker News

On Thursday, Amazon Web Services (AWS) introduced a new charge for customers with public IPv4 addresses. It had warned a new pricing plan was going to be put into place last July, but new estimates suggest that it could make an extra $1 billion per annum from this change.

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The game-changer in regression: unveiling rank-based encoding for surefire success

Data Science Dojo

Rank-based encoding – a breakthrough? In this blog, we’re diving into a new approach that promises not just to shake things up but to guarantee top-notch results. Say hello to rank-based encoding – a technique you probably haven’t heard much about yet, but one that’s about to change the game. An example illustrating rank-based encoding – Source: ResearchGate In the vast world of machine learning , getting your data ready is like laying the groundwork for success.

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To all the newspapers I loved

Hacker News

The decline and fall of the print media.

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Infinite Craft with large language model

FlowingData

Start with water, fire, wind, and earth and see what you can craft by combining elements. Neal Agarwal made a game, Infinite Craft , that uses Llama 2 , a large language model, to build just about anything.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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David Kahn

Hacker News

David Kahn has died. His groundbreaking book, The Codebreakers was the first serious book I read about codebreaking, and one of the primary reasons I entered this field. He will be missed.

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Monitor embedding drift for LLMs deployed from Amazon SageMaker JumpStart

AWS Machine Learning Blog

One of the most useful application patterns for generative AI workloads is Retrieval Augmented Generation (RAG). In the RAG pattern, we find pieces of reference content related to an input prompt by performing similarity searches on embeddings. Embeddings capture the information content in bodies of text, allowing natural language processing (NLP) models to work with language in a numeric form.

AWS 113
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There Are Too Many Damn Honeypots

Hacker News

VulnCheck faces a horde of honeypots while assessing the potential impact of Atlassian Confluence's CVE-2023-22527. This blog delves into Shodan queries to filter out honeypots and uncover the actual on-premise Confluence install base.

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Cloudflare Okta breach doesn’t have a big impact, company says

Dataconomy

According to the company, the recent Cloudflare Okta breach has not caused any harm to any of the customers or users. However, the incident brought more questions about the Okta breach, which affects many different services and companies. In today’s digital world, online data security is constantly under threat, making news of cyberattacks almost routine.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.