Sat.Mar 09, 2024 - Fri.Mar 15, 2024

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Key Success Metrics, Benefits, and Results for Data Observability Using DataKitchen Software

DataKitchen

Key Success Metrics, Benefits, and Results for Data Observability Using DataKitchen Software Lowering Serious Production Errors Key Benefit Errors in production can come from many sources – poor data, problems in the production process, being late, or infrastructure problems. Reducing the errors your customers find and those they do not are key success metrics of Data Observability Using DataKitchen DataOps Observability and DataOps TestGen.

Metrics 120
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5 Essential Skills Every Data Scientist Needs in 2024

KDnuggets

Want to move into the data science field? Or advance your career in the data? Don’t miss these must-have skills.

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OneFamily’s response to the data quality question

CIO Business Intelligence

OneFamily is a financial services organization, operating broadly in savings and investments, and responsible for £8 billion of assets under management. But what’s most interesting, says group CIO Graham O’Sullivan, is it’s also a mutual, which means its over two million customers across the UK are also members, so they have a strong voice in how it operates as an organization.

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As Interest in AI Scales, So Does Domino Data Lab

David Menninger's Analyst Perspectives

Interest in artificial intelligence (AI) is exploding driven in large part by the widespread interest in generative AI. ISG’s AI Buyer Behavior Survey reported that more than 6 in 10 participants have at least one AI application in production. However, despite the ease with which individuals can use AI as a result of natural language processing , creating and managing AI models is still a challenge.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Getting started with Kafka client metrics

IBM Big Data Hub

Apache Kafka stands as a widely recognized open source event store and stream processing platform. It has evolved into the de facto standard for data streaming, as over 80% of Fortune 500 companies use it. All major cloud providers provide managed data streaming services to meet this growing demand. One key advantage of opting for managed Kafka services is the delegation of responsibility for broker and operational metrics, allowing users to focus solely on metrics specific to applications.

Metrics 90
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Measure performance of AWS Glue Data Quality for ETL pipelines

AWS Big Data

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. AWS Glue Data Quality reduces the effort required to validate data from days to hours, and provides computing recommendations, statistics, and insights about the resources required to run data validation.

More Trending

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Alteryx to Dataiku: The Visual Flow

Dataiku

Over the past several years, many technologies have emerged to help those building analytics projects do more with their data. Tools like Alteryx have helped users change the way they work for the better by making analytics accessible to more people.

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Evolving the Customer Experience: Hyper-Personalization Meets Data Virtualization

Data Virtualization

Reading Time: 2 minutes Welcome to the frontier of the customer experience evolution, where hyper-personalization and data virtualization unite to redefine the customer-business relationship. In today’s digital realm, where every click and tap paints a digital portrait, businesses are harnessing cutting-edge technologies to reshape. The post Evolving the Customer Experience: Hyper-Personalization Meets Data Virtualization appeared first on Data Management Blog - Data Integration and Modern

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A Stitch in Time: How Jet Analytics Boosts Microsoft Fabric Time-to-Value

Jet Global

Microsoft recently introduced a comprehensive analytics solution for its enterprise customers, Microsoft Fabric. The solution offers data movement, data science, real-time analytics, and business intelligence within a single platform. Microsoft Fabric offers a unified platform for data engineering, science, and analytics, integrating data from Power BI, Azure Synapse, and Azure Data Factory, and using open storage for accessibility and portability.

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Could AI Replace Software Engineers? Meet Devin, the First AI-Driven Engineer

Analytics Vidhya

Introduction Software development is on the brink of a transformative shift as artificial intelligence (AI) continues to push the boundaries of what was once deemed impossible. Enter Devin AI, an AI software engineer developed by the innovative minds at Cognition. This groundbreaking creation aims to revolutionize how we approach software development, streamlining the process and […] The post Could AI Replace Software Engineers?

Software 400
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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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CIOs take aim at SaaS sprawl

CIO Business Intelligence

Years into strategies centered on adopting cloud point solutions, CIOs increasingly find themselves facing a bill past due: rationalizing, managing, and integrating an ever-expanding lineup of SaaS offerings — many of which they themselves didn’t bring into the organization’s cloud estate. Salesforce, Workday, Atlassian, Oracle, Microsoft, GitHub, and ServiceNow are but a few of the many vendors whose cloud applications make up the new tech backbone for most enterprises today, in conjunction wit

Strategy 136
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Statistics for Machine Learning: What you need to know to become a certified expert

KDnuggets

Ready to become a SAS Certified Specialist in Statistics for Machine Learning? Here’s everything you need to know about the recently released certification from SAS.

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How VMware Tanzu CloudHealth migrated from self-managed Kafka to Amazon MSK

AWS Big Data

This is a post co-written with Rivlin Pereira & Vaibhav Pandey from Tanzu CloudHealth (VMware by Broadcom). VMware Tanzu CloudHealth is the cloud cost management platform of choice for more than 20,000 organizations worldwide, who rely on it to optimize and govern their largest and most complex multi-cloud environments. In this post, we discuss how the VMware Tanzu CloudHealth DevOps team migrated their self-managed Apache Kafka workloads (running version 2.0) to Amazon Managed Streaming for

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Top 10 Free AI Tools for Video Editing

Analytics Vidhya

Video content has become essential to marketing, entertainment, and communication initiatives in the current digital era. Having top-notch video editing tools is essential whether you’re making material for YouTube, social networking, or business presentations. AI video editors can enhance their film, add effects, boost audio quality, and craft captivating narratives that draw viewers in.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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The early returns on gen AI for software development

CIO Business Intelligence

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

Software 131
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5 Ways To Use LLMs On Your Laptop

KDnuggets

Run large language models on your local PC for customized AI capabilities with more control, privacy, and personalization.

Modeling 133
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3 Concrete Ways to Drive AI ROI

Dataiku

With Generative AI in the picture, there has never been more pressure (especially from the board room and business leaders) to invest in AI. But it’s not enough to implement data science and AI use cases. They also must bring real-world, tangible return on investment (ROI) for the business.

ROI 98
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The Fastest AI Model by Anthropic – Claude 3 Haiku

Analytics Vidhya

Introduction Imagine a world where artificial intelligence is not just about complex algorithms and high-tech jargon but about speed, efficiency, and accessibility. Welcome to that world, brought to you by the latest sensation in AI—Claude 3 Haiku. This new member of Anthropic’s family is not just another AI model; it’s a symbol of our relentless […] The post The Fastest AI Model by Anthropic – Claude 3 Haiku appeared first on Analytics Vidhya.

Modeling 397
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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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3 areas where gen AI improves productivity — until its limits are exceeded

CIO Business Intelligence

Even though generative AI is a relatively new technology, it’s now difficult to imagine a world without it, given the impact it’s making, and the business value it can create. According to a research report IDC released in November, based on a survey of over 2,100 business leaders and decision makers with responsibility for AI transformation, 71% of companies already using AI are seeing returns on their AI investments within 14 months, averaging $3.50 for every $1 spent.

IT 128
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Boost Your Data Science Skills: The Essential SQL Certifications You Need

KDnuggets

If you are a data scientist who works with large amounts of data and hasn’t learned SQL yet - now might be the time.

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How IBM helps clients accelerate app modernization and control costs

IBM Big Data Hub

A large US-based healthcare company recently engaged with IBM® to accelerate their cloud adoption with consistent and predictable outcomes. This collaboration enhanced their confidence to navigate app modernization across various applications and landing zones for both hybrid cloud and platform-native modernization. As a healthcare company, this client had an obligation to provide safe, reliable, time-sensitive, high-quality services to its customers.

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Google I/O 2024 Dates Announced; Here’s What to Expect

Analytics Vidhya

Google enthusiasts and techies are abuzz with excitement as Google I/O 2024 draws near. This annual tech event, announced to begin on May 14, promises a plethora of revelations and updates across Google’s vast ecosystem. From artificial intelligence (AI) breakthroughs to potential hardware unveilings, here’s a sneak peek at what’s in store for attendees and […] The post Google I/O 2024 Dates Announced; Here’s What to Expect appeared first on Analytics Vidhya.

Analytics 397
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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

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7 ways an MBA will advance your IT career — and 5 ways it won’t

CIO Business Intelligence

Does it make sense for an IT leader to seek an MBA? Ben King, head of mobile app development firm Aviato Consulting, is convinced that it can provide a major career boost. He credits his decision to earn an MBA with transforming his career. While an individual contributor at Google, King spent several years working toward an MBA. Shortly after achieving his goal, he was promoted to a managerial role at the tech giant, just days before resigning to start his own business.

IT 126
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Build An AI Application with Python in 10 Easy Steps

KDnuggets

Explore the fundamental steps for creating a successful AI Application with Python and other tools.

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5 Reasons Why Startups are Turning to AI and Contractors

Smart Data Collective

Why are startups increasingly aligning with artificial intelligence and the gig economy? It’s simple: AI and contractors offer them agility and precision in a competitive market. Startups are unique beasts striving to disrupt markets with limited resources but boundless innovation. To maintain this delicate balance, they often turn to AI and contractors for a boost.

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Anthropic Unveils Their Fastest AI Model, Claude 3 Haiku

Analytics Vidhya

Anthropic, a San Francisco-based startup, has recently launched Claude 3 Haiku, the latest addition to its Claude 3 family of AI models. Positioned as the fastest and most cost-effective model in its class, Haiku offers advanced vision capabilities and robust performance on industry benchmarks. This release follows Anthropic’s introduction of the Claude 3 model family, […] The post Anthropic Unveils Their Fastest AI Model, Claude 3 Haiku appeared first on Analytics Vidhya.

Modeling 397
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Pentagon’s first chief AI officer leaves after two years

CIO Business Intelligence

The first leader of the fledgling Chief Digital and Artificial Intelligence Office [CDAO] in the US Department of Defense is leaving his post, but the Pentagon already has a successor lined up. Chief Digital and Artificial Intelligence Officer Craig Martell, the first head of the CDAO, was hired by the Pentagon in April 2022, just after the new office unofficially launched in January.

Big Data 124
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Gain insights from historical location data using Amazon Location Service and AWS analytics services

AWS Big Data

Many organizations around the world rely on the use of physical assets, such as vehicles, to deliver a service to their end-customers. By tracking these assets in real time and storing the results, asset owners can derive valuable insights on how their assets are being used to continuously deliver business improvements and plan for future changes. For example, a delivery company operating a fleet of vehicles may need to ascertain the impact from local policy changes outside of their control, suc

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5 Free University Courses to Learn Computer Science

KDnuggets

Want to switch to a tech career? Make it happen with these free computer science courses.

IT 131
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9 Best Statistics Books for Data Science in 2024

Analytics Vidhya

Introduction The role of statistics in the dynamic field of data science is foundational, acting as the critical toolset for analyzing and making sense of the vast data landscapes of today. With countless resources at our disposal, selecting the right guide to navigate the intricate world of statistics can be overwhelming. This guide aims to […] The post 9 Best Statistics Books for Data Science in 2024 appeared first on Analytics Vidhya.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.