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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Semantic Layer: The Backbone of AI-powered Data Experiences

KDnuggets

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.

IT 136
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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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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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Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

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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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5 modern challenges in data integration and how CIOs can overcome them

CIO Business Intelligence

By the time you finish reading this post, an additional 27.3 million terabytes of data will be generated by humans over the web and across devices. That’s just one of the many ways to define the uncontrollable volume of data and the challenge it poses for enterprises if they don’t adhere to advanced integration tech. As well as why data in silos is a threat that demands a separate discussion.

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13 power tips for Microsoft Power BI

CIO Business Intelligence

Power BI is Microsoft’s interactive data visualization and analytics tool for business intelligence (BI). With Power BI, you can pull data from almost any data source and create dashboards that track the metrics you care about the most. You can drill into data, create a variety of visualizations, and (literally) ask questions about it using AI. Power BI’s rich reports or dashboards can be embedded into reporting portals you already use.

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Load data incrementally from transactional data lakes to data warehouses

AWS Big Data

Data lakes and data warehouses are two of the most important data storage and management technologies in a modern data architecture. Data lakes store all of an organization’s data, regardless of its format or structure. An open table format such as Apache Hudi , Delta Lake , or Apache Iceberg is widely used to build data lakes on Amazon Simple Storage Service (Amazon S3) in a transactionally consistent manner for use cases including record-level upserts and deletes, change data capture (CDC), ti

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Unleashing the power of integration to scale industrial equipment sales, manufacturing, and service global channels

CIO Business Intelligence

Spoiler alert! Get ready for an exhilarating adventure as we unravel the incredible story of GEA Group , a global leader in industrial engineering systems for the food, beverage, and pharmaceutical sectors. Prepare to be amazed as we dive into how GEA transformed their sales, manufacturing, and service channels by harnessing the power of integration and innovation!

Sales 124
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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.

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

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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!

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Empowering farmers across the digital divide in Malawi with OpenHarvest

IBM Big Data Hub

The landlocked country of Malawi, located in southeastern Africa, is home to rich, arable land and a subtropical climate suitable for farming. As a result, over 80% of the population is employed in agriculture, and their livelihood revolves around alternating rainy and dry seasons that dictate how the year’s planting, growing and harvesting will unfold.

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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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Revolutionizing budgeting and planning processes for a retail giant

IBM Big Data Hub

Landmark Retail is one of the largest omnichannel retailers across the Middle East and Northern Africa (MENA), India and Southeast Asia (SEA). It is a division of Landmark Group, a well-known multinational retail and hospitality conglomerate headquartered in Dubai. The group’s journey started as a single store in Bahrain five decades ago. Today, Landmark Group has evolved into a powerhouse of 2200 stores across 21 countries.

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Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

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Four Ways Telcos Can Realize Data-Driven Transformation

Cloudera

Telecommunications companies are currently executing on ambitious digital transformation, network transformation, and AI-driven automation efforts. While navigating so many simultaneous data-dependent transformations, they must balance the need to level up their data management practices—accelerating the rate at which they ingest, manage, prepare, and analyze data—with that of governing this data.

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Make Music Count embeds watsonx to make perfect music with math  

IBM Big Data Hub

Over the past ten years, I’ve been on a journey to create an interactive, patented curriculum that combines the power of math with the joy of music. In our program Make Music Count , students from elementary to high school get hands-on experience solving math equations while learning how to play the piano. Since launching, I’ve seen the need, desire and impact: Make Music Count is in over 400 schools with 60,000 registered students and 20,000+ downloads on iOS and Android devices.

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AI-powered Solutions to Personalized Healthcare Using Knowledge Graphs: An Interview with Remzi Celebi

Ontotext

AIDAVA (short for AI-powered Data Curation & Publishing Virtual Assistant) is a Horizon Europe project, which brings together 14 partners from 9 EU countries. Their shared goal is to maximize automation in the curation and publishing of heterogeneous and scattered personal health data with the support of the patients while minimizing their input.

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Analysts: Use Dataiku to Minimize Friction in Your Work

Dataiku

At Dataiku, we talk a lot about how analytics and IT leaders can remove friction from their MLOps processes in order to save ML engineers’ time, increase efficiency, and avoid duplicate work. But it’s not just these stakeholders that have friction points that lead to lost time, lower levels of efficiency, or a lack of reusability.

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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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The Impact of AI with @sung.kim.mw: TDI 28

Data Science 101

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. Note: The views in these interviews are personal views and do not represent the interviewee’s employer. “As AI proliferates, people will seek non-AI content to regain a sense of humanity.” Sung Kim (@sung.kim.mw) on Threads Today we have @sung.kim.mw , for regular life, what is going to

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SmugMug’s durable search pipelines for Amazon OpenSearch Service

AWS Big Data

SmugMug operates two very large online photo platforms, SmugMug and Flickr , enabling more than 100 million customers to safely store, search, share, and sell tens of billions of photos. Customers uploading and searching through decades of photos helped turn search into critical infrastructure, growing steadily since SmugMug first used Amazon CloudSearch in 2012, followed by Amazon OpenSearch Service since 2018, after reaching billions of documents and terabytes of search storage.

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Intuitive Analytics for Tally ERP: Affordable User Value!

Smarten

Integrate Analytics with Tally ERP for Affordable, Intuitive Analytics Your Users Will Love! If you have a small or a medium-sized business, you definitely need an accounting and financial management system. These systems are the lifeline for data entry and reporting and allow the enterprise to produce statutory and compliance reports. They also allow your team members to check data, understand historical results and plan for the future.

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Inside Walmart’s generative AI journey

CIO Business Intelligence

“Our people make the difference” — a common catchphrase of Walmart founder Sam Walton — still guides the company’s path forward as it ventures into the future with generative AI. The multinational retail company positions itself as a “people-led, tech-powered” one, and sitting squarely at that intersection is generative AI, the power of which most leaders believe is fully realized when the strengths of people and technology are combined.

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Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

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Data Mesh: Challenges and Solutions

Data Virtualization

Reading Time: 4 minutes Organizations are constantly striving to harness the power of their data assets to make informed decisions and gain a competitive edge. This is why data mesh has emerged as a revolutionary approach to managing and scaling data infrastructure. Data mesh. The post Data Mesh: Challenges and Solutions appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.