Thu.Oct 19, 2023

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A Comprehensive Guide to Using Chains in Langchain

Analytics Vidhya

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights. Within this progress lies the groundbreaking Large Language Model, a transformative force reshaping our interactions with text-based information.

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Gradient Descent: The Mountain Trekker’s Guide to Optimization with Mathematics

KDnuggets

Gradient descent is an optimization technique used to minimise errors in machine learning models. By iteratively adjusting parameters in the steepest direction of decrease, it seeks the lowest error value.

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LlamaIndex vs LangChain: A Comparative Analysis

Analytics Vidhya

Introduction When it comes to Large Language Models (LLMs), such as GPT-3 and beyond, researchers and developers are constantly seeking new ways to enhance their capabilities. Two prominent tools, LlamaIndex and LangChain, have emerged as powerful options for improving the interaction and functionality of these models. In this article, we will explore the features and […] The post LlamaIndex vs LangChain: A Comparative Analysis appeared first on Analytics Vidhya.

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Simplifying Production MLOps with Lakehouse AI

databricks

Machine learning (ML) is more than just developing models; it's about bringing them to life in real-world, production systems. But transitioning from prototype.

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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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How to Master Resume Ranking with Langchain?

Analytics Vidhya

Introduction In the ever-evolving job market, employers often find themselves overwhelmed with a deluge of resumes for every job opening. The process of sifting through these resumes to identify the most qualified candidates can be time-consuming and daunting. To address this challenge, we will delve into the creation of a sophisticated resume ranking with Langchain, […] The post How to Master Resume Ranking with Langchain?

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More Tips for Successfully Navigating Beginner Data Science Job Interviews

KDnuggets

Data science beginners, here are some more to help you ace the data science interview!

More Trending

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Heard on the Street – 10/19/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 261
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Top Companies in India to Consider for Employment

KDnuggets

If you’re looking for a job, want to shift careers, or start a new chapter and currently reside in India. Check out these top 7 companies to consider for employment in India for 2023/24.

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Announcing Public Preview of AI Generated Documentation In Databricks Unity Catalog

databricks

Today, we are excited to announce the public preview of AI generated documentation in Databricks Unity Catalog. This feature leverages generative AI to.

AI 220
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AI and Big Data Expo Global Returns to London: A Glimpse into the Future of AI

insideBIGDATA

The AI and Big Data Expo Global is set to make a return to the vibrant city of London on 30th November and 1st December 2023. This eagerly awaited event, dedicated to the fascinating world of artificial intelligence and big data, will take place at the iconic Olympia London venue. After a successful stint in Amsterdam, we are gearing up for an even bigger and better gathering, with expectations of drawing over 6,000 attendees, 150 distinguished speakers, and 200 cutting-edge exhibitors.

Big Data 195
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Apache Airflow® Best Practices: 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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Nvidia and Foxconn unite to create AI factories

Dataconomy

From the heart of technological innovation, a groundbreaking collaboration has emerged between two industry juggernauts, Nvidia and Foxconn. Together, they are embarking on a journey that promises to redefine the future of manufacturing. Welcome to the realm of “AI factories” – cutting-edge data centers equipped with Nvidia’s formidable chips and software, poised to revolutionize many industries.

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Google takes aim at Duolingo with new English tutoring tool

Flipboard

Google’s gunning for Duolingo with a new Google Search feature designed to help people practice — and improve — their English speaking skills.

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Casio data breach 2023 caused worldwide panic

Dataconomy

The alarming news of the Casio data breach in 2023 reverberated across the globe! Casio, a name synonymous with electronic excellence, found itself amid a cybersecurity storm when the company detected a database failure within its revered ClassPad education platform. What began as a routine system malfunction escalated into a full-blown breach, exposing the vulnerabilities of even the most reputable corporations.

Database 184
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AI deciphered text on these ancient fossilized scrolls. Here's what it said.

Flipboard

Archeology in the AI era. The Herculaneum Papyri, an ancient scroll fossilized by the Mount Vesuvius eruption in 79 AD, is now decipherable, thanks to an open-source AI project.

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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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Bumble bees drop to shake off Asian hornets

Hacker News

Bumble bees have a remarkably successful method for fighting off Asian hornets, new research shows.

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Hydrogen Electrolysis Can Give Nuclear Power a Boost

Flipboard

This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore.

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Blaze: Fast query execution engine for Apache Spark

Hacker News

Blazing-fast query execution engine speaks Apache Spark language and has Arrow-DataFusion at its core. - GitHub - blaze-init/blaze: Blazing-fast query execution engine speaks Apache Spark language and has Arrow-DataFusion at its core.

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Japanese AI Analysis Suggests Multiple Putin Body Doubles Used for Public Appearances

Flipboard

• Japanese researchers claim AI reveals multiple Putin body doubles. • Voice analysis highlights discrepancies in Putin’s public appearances.

AI 171
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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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Announcing Rekogniton Custom Moderation: Enhance accuracy of pre-trained Rekognition moderation models with your data

AWS Machine Learning Blog

Companies increasingly rely on user-generated images and videos for engagement. From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy. However, it can be challenging to ensure that this user-generated content is consistent with your policies and fosters a safe online community for your users.

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Artificial Intelligence decodes images perceived by the human brain

Flipboard

A Meta team has reproduced, in some cases with impressive precision, photographs viewed by volunteers based on AI analysis of their brain activity.

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The Role of IT Consulting for Data-Driven Businesses

Smart Data Collective

Many businesses use big data technology to bolster efficiency. One study from Zappia found that 97.2% of companies say that they use data analytics in some capacity. While only 24% call themselves data-driven, the figure is growing significantly. Big data is changing the business models of many organizations. However, many companies are still struggling to figure out how to utilize data analytics and AI properly.

Big Data 113
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Semantic Layer: The Backbone of AI-powered Data Experiences

Flipboard

Looking to understand the semantic layer and how it can improve the AI-powered data experience? Read more to learn why a semantic layer can be the backbone of LLMs and reduce hallucinations.

AI 162
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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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Clark County School District data breach worries parents

Dataconomy

According to recent news, the Clark County school district data breach has worried parents as sensitive information might be in the hands of bad actors. The Clark County School District (CCSD) has recently been at the heart of a disconcerting scenario. The district was the victim of a cyber assault two weeks ago, which naturally alarmed parents and pupils.

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25 of the best free AI courses on edX

Flipboard

Find online courses from MIT, Harvard, Google, and IBM. TL;DR: A wide range of online AI courses are available to take for free on edX. You can find online courses on just about everything at edX.

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? Making Dents

FlowingData

This is The Process , the weekly newsletter for FlowingData members that looks at how the charts get made. I’m Nathan Yau. I analyze data. I make a lot of charts. Every now and then, the work can feel like too much, but that usually means I’ve lost sight of the point. Become a member for access to this — plus tutorials, courses, and guides.

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‘This is Microsoft’s moment’: Satya Nadella details ‘new era of AI’ in annual shareholders letter

Flipboard

Microsoft CEO Satya Nadella focused on artificial intelligence in his annual shareholders letter published Thursday, detailing why “this is Microsoft’s moment.” “This next generation of AI will reshape every software category and every business, including our own,” Nadella wrote. The CEO highlighted two “breakthroughs” to define the new era of AI: natural language and powerful new reasoning engines. “Although this new era promises great opportunity

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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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Evaluating social and ethical risks from generative AI

DeepMind

Introducing a context-based framework for comprehensively evaluating the social and ethical risks of AI systems

AI 104
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35 ChatGPT Prompts to Help with Marketing Your Startup

Flipboard

In the rapidly evolving digital landscape, startups need more than just a good product; they need out-of-the-box marketing strategies. But how can artificial intelligence reshape how startups market themselves, especially tools like ChatGPT? How can ChatGPT transform your startup’s marketing strategy? What are the unique marketing advantages offered by AI-driven prompts?

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Zero to one, one to the future

Dataconomy

A binary file is a fundamental element of computer systems, concealing a complex world of data manipulation and storage beneath its seemingly simple exterior. Unlike text files, which present information in a human-readable format, they utilize a series of 0s and 1s to represent data, making them indecipherable to the naked eye. These files have been integral to computing since its inception, underpinning the basic arithmetic operations and data storage in early computers.

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AI vs Designer: Who’s better at pairing fonts?

Flipboard

More than 200 designers voted in a blind test — the result is not what you’d expect. You’ve heard about it.

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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.