Sat.Aug 05, 2023 - Fri.Aug 11, 2023

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What is digital transformation? A necessary disruption

CIO Business Intelligence

Once a vanguard business strategy, digital transformation has become a perennial objective for business survival. Most CEOs (72%) continue to prioritize digital investments, according to the 2022 CEO Outlook report from KPMG, in part due to concerns about emerging and disruptive technology, a top three risk to organizational growth. Executives know that if their businesses don’t continually evolve through digital transformation they risk being overtaken by competitors or shut down by startups th

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A Comprehensive Guide to MLOps

KDnuggets

Machine Learning Operations (MLOps) is a relatively new discipline that provides the structure and support necessary for machine learning (ML) models to thrive in production environments.

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Enterprise DevOps: Leverage ESM data to improve speed and agility

CIO Business Intelligence

It’s no exaggeration to say that modern enterprises run on DevOps. Rapidly moving markets and constantly changing business conditions require development teams to work closely with operations and end-users in a flexible, agile manner. It’s the only way they can quickly and iteratively deploy high-quality applications that effectively address pressing needs.

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10 Remarkable Use Cases of AI in Manufacturing

Analytics Vidhya

Amid the rapid evolution of modern manufacturing, the infusion of artificial intelligence (AI) has ignited an unparalleled revolution. This article covers the impact of AI in manufacturing, spotlighting its exceptional use cases. From predictive maintenance thwarting costly breakdowns to personalized manufacturing tailored to individual needs, AI’s influence permeates production processes.

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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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The ChatGPT Surge

O'Reilly on Data

I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. It might be a surprise how quickly it got to the top of our charts: it peaked in May as the 6th most common search query. Then it dropped almost as quickly: it dropped back to #8 in June, and fell further to #19 in July.

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Harnessing ChatGPT for Automated Data Cleaning and Preprocessing

KDnuggets

A guide to using ChatGPT for the tasks of data cleaning and preprocessing on a real-world dataset.

More Trending

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Google LLMs Can Master Tools by Just Reading Documentation

Analytics Vidhya

In the age of rapid technological advancement, Artificial Intelligence (AI) is making remarkable strides that sometimes seem almost human-like. Google’s researchers have unveiled a groundbreaking achievement – Large Language Models (LLMs) can now harness Machine Learning (ML) models and APIs with the mere aid of tool documentation. This revelation has sparked discussions about the convergence […] The post Google LLMs Can Master Tools by Just Reading Documentation appeared first

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How Ontraport reduced data processing cost by 80% with AWS Glue

AWS Big Data

This post is written in collaboration with Elijah Ball from Ontraport. Customers are implementing data and analytics workloads in the AWS Cloud to optimize cost. When implementing data processing workloads in AWS, you have the option to use technologies like Amazon EMR or serverless technologies like AWS Glue. Both options minimize the undifferentiated heavy lifting activities like managing servers, performing upgrades, and deploying security patches and allow you to focus on what is important:

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Best Python Tools for Building Generative AI Applications Cheat Sheet

KDnuggets

KDnuggets' new cheat sheet summarizes the top Python libraries for building generative AI apps, from OpenAI and Transformers to tools like Gradio, Diffusers, LangChain, and more. Ideal for both beginners and experts looking for a quick reference.

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Los Angeles IT secures the vote with open source and the cloud

CIO Business Intelligence

Vital for democracy, voting system integrity has come under increasing scrutiny of late, placing pressure on government IT leaders to ensure election systems are robust and uncompromised. Aman Bhullar, CIO of Los Angeles County Registrar-Recorder/County Clerk, has heeded the call, having led a widespread overhaul of antiquated voting infrastructure just in time for the contentious 2020 presidential election — a transformation rich in open source software to ensure other counties can benefit from

IT 98
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Disney Controversy in Hollywood: AI Steps In, Writers and Actors Step Out!

Analytics Vidhya

In the heart of Hollywood, AI has become a polarizing force. Disney writers and actors, custodians of the industry’s creative essence, fear AI could threaten their livelihoods. Consequently, concerns about AI innovation have escalated into a full-blown strike. Powerful entities such as the Screen Actors Guild and the Writers Guild of America lead the negotiations. […] The post Disney Controversy in Hollywood: AI Steps In, Writers and Actors Step Out!

Analytics 271
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Monitor data pipelines in a serverless data lake

AWS Big Data

AWS serverless services, including but not limited to AWS Lambda , AWS Glue , AWS Fargate , Amazon EventBridge , Amazon Athena , Amazon Simple Notification Service (Amazon SNS), Amazon Simple Queue Service (Amazon SQS), and Amazon Simple Storage Service (Amazon S3), have become the building blocks for any serverless data lake, providing key mechanisms to ingest and transform data without fixed provisioning and the persistent need to patch the underlying servers.

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Data Scientists Need to Specialize to Survive the Tech Winter

KDnuggets

In this article, I explore the benefits of specialization for data scientists. Drawing on my own experience as a data scientist, I argue that specializing in a specific area can help you stand out in a crowded job market and provide you with more fulfilling career opportunities.

Marketing 107
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7 Tips for Using Data Analytics to Inform Revenue Operations

Smart Data Collective

By analyzing the revenue streams of a particular business, you can gain deep insights about the processes that the company uses to make money. In some cases, this can tell you where funds and time are being wasted, while others might learn that they’re missing out on opportunities to increase efficiency, or even uncover some segment of the market they should be emphasizing further with their sales efforts.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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10 Ways to Use ChatGPT for Finance

Analytics Vidhya

Introduction The advent of AI has sparked a transformative revolution across industries, from crafting visuals to shaping presentations. You might be living under a rock if you haven’t heard about ChatGPT, the leading AI chatbot transforming the world. As ChatGPT continues to redefine conventional practices, its integration into the finance sector underscores its invaluable role […] The post 10 Ways to Use ChatGPT for Finance appeared first on Analytics Vidhya.

Finance 271
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Shadow AI will be much worse than Shadow IT

CIO Business Intelligence

Ok, real talk, who always drives the speed limit? I’ll admit to being hasty at times and failing in this regard. There’s a saying that rules were meant to be broken, but I don’t really think that is true. They’re meant to be followed but often aren’t. It’s just that when we need to get somewhere fast and shortcuts are presented, sometimes we take them.

IT 98
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Fundamentals Of Statistics For Data Scientists and Analysts

KDnuggets

Key statistical concepts for your data science or data analysis journey.

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Configure SAML federation for Amazon OpenSearch Serverless with Okta

AWS Big Data

Modern applications apply security controls across many systems and their subsystems. Keeping all of these systems in sync would be a major undertaking if you tried to implement it separately. Centralized identity management is the way to maintain a single identity provider (IdP) that can authenticate actors and manage and distribute their rights. OpenSearch is an open-source search and analytics suite that enables you to ingest, store, analyze, and visualize full text and log data.

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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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Google Adds AI-Powered Grammar Checker Feature: Learn How to Activate It

Analytics Vidhya

In a move that’s sending ripples through the online world, Google has quietly unveiled a new tool that aims to refine your language game. Stepping into the arena ruled by Grammarly and its kind, Google Search now offers an AI-backed grammar checker. This tool detects and fixes grammar errors on the fly, ensuring your sentences […] The post Google Adds AI-Powered Grammar Checker Feature: Learn How to Activate It appeared first on Analytics Vidhya.

IT 271
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How IT does business at Eastman

CIO Business Intelligence

When Aldo Noseda became CIO at chemical manufacturer Eastman five years ago, he immediately began working with other leaders in the company to bring a new category of services to the market that complemented its physical products. “Before Eastman, I worked for Monsanto, where I had a similar journey,” he says. “Monsanto sold agriculture products and we started a digital division to sell advisory services to farmers.

IT 98
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Overcoming Barriers in Multi-lingual Voice Technology: Top 5 Challenges and Innovative Solutions

KDnuggets

Voice assistants like Siri, Alexa and Google Assistant are household names, but they still don't do well in multilingual settings. This article first provides an overview of how voice assistants work, and then dives into the top 5 challenges for voice assistants when it comes to providing a superior multilingual user experience. It also provides strategies for mitigation of these challenges.

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Perform time series forecasting using Amazon Redshift ML and Amazon Forecast

AWS Big Data

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads. Many businesses use different software tools to analyze historical data and past patterns to forecast future demand and trends to make more accurate financial, marketing, and operational decisions.

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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Nvidia Unleashes Game-Changing AI Chip to Turbocharge Generative AI Applications

Analytics Vidhya

In an era where technology continuously pushes boundaries, Nvidia has once again left its mark. The company has launched the GH200 Grace Hopper Superchip, an advanced AI chip tailored to amplify generative AI applications. This latest innovation promises to revolutionize AI, offering enhanced performance, memory, and capabilities to propel AI to heights.

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Accelerating generative AI requires the right storage

CIO Business Intelligence

Formula 1 (F1) drivers are some of the most elite athletes in the world. In other sports, such as basketball or soccer, there may be hundreds or thousands of players at the topmost levels. In F1 racing, drivers must excel to earn one of only 20 F1 seats. Further elevating this status, F1 reigns as the world’s most prominent racing event, spanning five continents during a year-long season.

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Unveiling StableCode: A New Horizon in AI-Assisted Coding

KDnuggets

This article explores StableCode, an innovative AI product by Stability AI, designed to enhance coding efficiency and accessibility. It delves into its unique features, underlying technology, and potential impact on the developer community.

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How B2B Marketing, Sales, And Product Can Align To Drive Growth In 2024

Srividya Sridharan

Planning season is the perfect time for B2B revenue engine leaders to address common challenges, share functional insights and competencies, and build a customer-obsessed growth strategy.

B2B 98
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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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Crisis at Stability AI – Key Players Quit Amidst CEO Controversies!

Analytics Vidhya

London-based startup Stability AI Ltd. once dazzled the tech world with its groundbreaking Stable Diffusion AI model. But recent events have cast shadows on the company’s success story. A series of executive departures and concerns over the CEO’s credibility have caused ripples of uncertainty in an industry driven by ambitious innovation.

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PepsiCo IT redefines direct-to-store business model success

CIO Business Intelligence

For leading snack manufacturer Frito-Lay, direct-to-store delivery is essential business. The PepsiCo Foods North America (PFNA) subsidiary generates more than 95% of its annual revenue of $19.6 billion through this model, which enhances efficiency and slashes labor costs by reducing the number of touchpoints. But with 25,000 frontline employees performing 500,000 store visits a week, those efficiencies can be achieved only if information technology in the field is robust.

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5 Python Packages For Geospatial Data Analysis

KDnuggets

This article discusses the importance of geospatial analysis and introduces five essential Python packages for effectively handling and visualizing valuable insights from geospatial data.

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Perform Amazon Kinesis load testing with Locust

AWS Big Data

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. Streaming applications operating at scale often handle large volumes of up to GBs per second, and it’s challenging for developers to simulate high-traffic Amazon Kinesis -based applications to generate such load easily. Amazon Kinesis Data Streams and Amazon Kinesis Data Firehose are capable of capturing and storing terabytes of data per hour from numerous sources.

Testing 98
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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?