Wed.Apr 17, 2024

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Data Crime: Arizona Is Not Arkansas

TDAN

I call it a “data crime” when someone is abusing or misusing data. When we understand these stories and their implications, it can help us learn from mistakes and prevent future data crimes. The stories can also be helpful if you have to explain the importance of data management to someone.

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Wayve Revolutionizes Autonomous Driving with LINGO-2

Analytics Vidhya

Wayve, a trailblazer in AI for assisted and automated driving, has introduced a new model, LINGO-2. This revolutionary driving model combines vision, language, and action, bringing a lot more control and customization into autonomous driving. LINGO-2 connects linguistic explanations with real-time decision-making, enhancing trust and confidence in AI-driven vehicles.

Modeling 260
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Will enterprises soon keep their best gen AI use cases under wraps?

CIO Business Intelligence

The retail industry has no shortage of cases on display where generative AI has shown tangible benefits. Take for example French multinational Carrefour, who used it to make digital avatars and videos. They had ChatGPT write the script, and other gen AI tools to create a digital person who reads the script, a scalable process with at least one measurable benefit: speed.

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This is How Google’s Project Green Light Helps Reduce Traffic in Bengaluru

Analytics Vidhya

Introduction Are you stuck in traffic in Bengaluru? You’re not alone. But, there’s a glimmer of hope! Google’s ground-breaking Project Green Light employs artificial intelligence (AI) to alleviate the traffic in Bengaluru. This article investigates how Project Green Light improves traffic flow, lowers emissions, and facilitates smoother commuting.

Analytics 252
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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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Decoding Salesforce’s plausible $11 billion bid to acquire Informatica

CIO Business Intelligence

Salesforce’s reported bid to acquire enterprise data management vendor Informatica could mean consolidation for the integration platform-as-a-service (iPaaS) market and a new revenue stream for Salesforce, according to analysts. “With this deal, Salesforce would be the dominant data integration company, making it the starting point for enterprises trying to bring disparate data sources together,” said Hyoun Park, chief analyst at Amalgam Insights.

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Reka Core: Text, Images, Videos… All in One!

Analytics Vidhya

Introduction Imagine a world where Artificial Intelligence seamlessly comprehends not just text but also images, videos, and audio. Reka has launched Reka Core, a new frontier-class multimodal language model that supports input of text, image, video, and audio. This model is one of only two commercially available with such capabilities, offering advanced performance in automated […] The post Reka Core: Text, Images, Videos… All in One!

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Snowflake Launches the World’s Best Performing Text-Embedding Model for RAG

Analytics Vidhya

Snowflake, a prominent player in AI technology, has unveiled its latest offering – the Snowflake Arctic embed family of models. This open-source initiative aims to revolutionize text embedding tasks and provide organizations with cutting-edge retrieval capabilities. Let’s delve deeper into this exciting new development in Retrieval Augmented Generation (RAG).

Modeling 224
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Generative AI and CIO.com: helping you get the Smart Answers you need

CIO Business Intelligence

Here at CIO.com we are committed to bringing you high-quality human-created insights, and we are excited to use new technologies to do so. Major news outlets are now regularly publicizing their stances on the use of Generative AI, or Gen AI, by journalists. Some, like Associated Press and The Guardian, have outright banned the use of generative AI in the creation of stories and images.

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All About Miss AI: The World’s First Beauty Pageant for AI Models

Analytics Vidhya

The fusion of technology and beauty takes center stage as the world prepares for the first-ever Miss AI beauty pageant. AI models and influencers are stepping into the limelight, ready to showcase their charm and digital prowess. Let’s delve into this unique competition where traditional pageantry meets cutting-edge AI innovation. The Birth of Miss AI […] The post All About Miss AI: The World’s First Beauty Pageant for AI Models appeared first on Analytics Vidhya.

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La C-suite si sta espandendo e il ruolo del CIO è destinato a evolvere

CIO Business Intelligence

Il miglioramento della centralità del cliente è un imperativo tutt’altro che nuovo, a livello di organizzazione, ma alcune aziende hanno fatto un passo avanti, istituendo nuovi ruoli nella C-suite per assecondare tale cambiamento. Interlace Health, società specializzata nelle soluzioni di modulistica digitale per il settore della salute, è diventata una di queste realtà, nominando Maggie Peña come primo Chief Experience Officer.

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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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How can Cohere Compass Simplify your Complex Data Challenges? 

Analytics Vidhya

Introduction Imagine a giant ball of tangled information – that’s kind of what complex data can be like. Embedding models come in and untangle this mess, making it easier to work with. They shrink the data down to a more manageable size, like turning a giant ball of yarn into smaller threads. This makes it […] The post How can Cohere Compass Simplify your Complex Data Challenges?

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4 tips for championing contact center innovation from an award-winning customer experience leader

CIO Business Intelligence

Innovation is essential, especially in the contact center as the tip of the spear in customer experience, but how do you activate your modernization plan? I had the opportunity to speak with Mary Daniel, VP of Customer Solutions Center for Aflac, a long-time Avaya customer, at the Gartner Symposium last fall. Mary is a veteran when it comes to customer experience and was most recently named by Constellation Research to the AX100 list , an elite group of executives who are breaking barriers and

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Limitless Pendant: the $99 Wearable AI Assistant

Analytics Vidhya

The surge in AI-powered gadgets and wearables has ushered in a new era of innovation, with each device vying for a unique spot in the tech ecosystem. Amidst the buzz surrounding recent launches like the Humane AI Pin and the Rabbit R1, steps in a fresh contender: the Limitless Pendant. Unlike its predecessors, the Limitless […] The post Limitless Pendant: the $99 Wearable AI Assistant appeared first on Analytics Vidhya.

Analytics 186
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Enhancing Speed to Market in Life Sciences Operations

Dataiku

The convergence of AI and life sciences is becoming an integral component of the North Star vision for more efficient, cost-effective, and personalized treatments. Clinical trials, often likened to a slow-moving pipeline, are responsible for the largest burden of both cost and time in the journey to bring a new drug to market. So, what’s the path forward for biopharmaceutical companies keen to accelerate and streamline this process?

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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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PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

Analytics Vidhya

PyTorch has unveiled torchtune, a new PyTorch-native library aimed at streamlining the process of fine-tuning large language models (LLMs). It offers a range of features and tools to empower developers in customizing and optimizing LLMs for various use cases. Let’s explore the features and applications of this easy-to-use and flexible new library. Also Read: Pytorch […] The post PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning appeared first on Analytics Vidhya.

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Subscription economy defies economic headwinds, fuels recurring growth

CIO Business Intelligence

Organizations with subscription-based business models have not only survived the recent global economic challenges but have also outperformed their traditional, product-based counterparts, according to The Subscription Economy Index (SEI) report for 2023 by Zuora. The latest SEI findings reveal that subscription-based companies have grown remarkably, outstripping traditional business models significantly.

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Top 19 MLOps Tools to Learn in 2024

Analytics Vidhya

Introduction Step into the magical world of machine learning (ML), where industries are transformed and possibilities are endless. But to know its full potential, we need a robust infrastructure like MLOps. This article dives deep into the MLOps, bridging the gap between data science and production. Discover the top MLOps tools empowering data teams today, […] The post Top 19 MLOps Tools to Learn in 2024 appeared first on Analytics Vidhya.

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Certinia bakes AI into its latest professional services updates

CIO Business Intelligence

Certinia has joined the growing ranks of enterprise software vendors turning to generative AI to enhance their offerings. The provider of ERP and professional services automation software based on the Salesforce platform today announced it has added AI-powered features aimed at simplifying common processes for midrange service firms to its latest update.

IT 52
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Let the Prompt Battle Begin #8

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #8 appeared first on Analytics Vidhya.

Analytics 177
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Data Professional Introspective: The Data Management Education Program

TDAN

In my work with the EDM Council’s Data Management Capability Assessment Model (DCAM) 3.0 development group, we are adding a capability that has remained under the radar in our industry: the responsibility of the Data Management Program to determine concept and knowledge gaps within its staff resources.

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AMD Introduces Ryzen Pro 8000 and 8040 Series CPUs for Business Computing

Analytics Vidhya

AMD expands its processor lineup with the Ryzen Pro 8000 and 8040 series of CPUs. The 8000 series caters to the needs of business users, while the Ryzen 8040 series offers enhanced AI capabilities. These new CPUs come with features tailored for professional use, aiming to elevate productivity and performance in corporate environments. They mark […] The post AMD Introduces Ryzen Pro 8000 and 8040 Series CPUs for Business Computing appeared first on Analytics Vidhya.

Analytics 177
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Data Governance Made Simple

TDAN

Those of us in the field of enterprise data management are familiar with the many authors contributing their knowledge and expertise to the data management body of knowledge.[1] We are also very familiar with the many, varied, and often conflicting ways in which data management terms are used.

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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.

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Build a Command-Line App with Python in 7 Easy Steps

KDnuggets

Let's learn Python by building a command-line TO-DO list app, one step at a time.

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Crossing the Data Divide: AI Data Assistants — A Data Leader’s Force Multiplier

TDAN

The focus of my last column, titled Crossing the Data Divide: Data Catalogs and the Generative AI Wave, was on the impact of large language models (LLM) and generative artificial intelligence (AI) and how we disseminate knowledge throughout the enterprise and the future role of the data catalogs.

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Amazon OpenSearch Service Under the Hood : OpenSearch Optimized Instances(OR1)

AWS Big Data

Amazon OpenSearch Service recently introduced the OpenSearch Optimized Instance family (OR1), which delivers up to 30% price-performance improvement over existing memory optimized instances in internal benchmarks, and uses Amazon Simple Storage Service (Amazon S3) to provide 11 9s of durability. With this new instance family, OpenSearch Service uses OpenSearch innovation and AWS technologies to reimagine how data is indexed and stored in the cloud.

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The End of Agile – Part 3 (What Is Agile Really?)

TDAN

In the first article, I laid out the basic premise for this series: an examination of how Agile has gone from the darling of the application development community to a virtual pariah that nobody wants to be associated with, and an exploration of the very important question of what we should replace it with.

IT 52
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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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Data Lifecycle Management: Optimizing Data Storage, Usage, and Disposal

TDAN

The use of data worldwide for business and recreation has exploded in the last decade, with an estimated 328.77 million terabytes of data created every single day globally. In 2024, experts predict that nearly 120 zettabytes of new data will be created.