Analytics Vidhya

APRIL 24, 2024

Generative AI models hold promise for transforming healthcare, but their application raises critical questions about accuracy and reliability. Hugging Face has launched an Open Medical-LLM Leaderboard aiming to address these concerns. It provides a standardized platform to evaluate and compare models’ performance in various medical tasks. Let’s find out how this helps improve healthcare and […] The post Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcar

Modeling 324

Modeling Analytics IT Testing 324

O'Reilly on Data

APRIL 23, 2024

Why is it that Google, a company once known for its distinctive “Do no evil” guideline, is now facing the same charges of “surveillance capitalism” as Facebook, a company that never made such claims? Why is it now subject to the same kind of antitrust complaints faced by Microsoft, once the “evil empire” of the previous generation of computing? Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements

Advertising 208

Advertising Cost-Benefit Marketing Risk 208

CIO Business Intelligence

APRIL 18, 2024

A new breed of AI assistant has set its sights on the enterprise user in recent months, with Microsoft and other vendors promising huge productivity gains that offset the cost. But Microsoft still has work to do on its value proposition. Its Copilot for Microsoft 365, a high-profile offering among the growing list of AI agents, costs $30 per seat per month, with a 300-seat minimum.

Cost-Benefit 138

Cost-Benefit ROI Sales Enterprise 138

KDnuggets

APRIL 15, 2024

Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.

Data Science 160

Data Science Statistics 160

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

AWS Big Data

APRIL 22, 2024

Amazon Managed Workflow for Apache Airflow (Amazon MWAA) is a managed service that allows you to use a familiar Apache Airflow environment with improved scalability, availability, and security to enhance and scale your business workflows without the operational burden of managing the underlying infrastructure. In Airflow, Directed Acyclic Graphs (DAGs) are defined as Python code.

Data-driven 102

Data-driven Management Cost-Benefit Testing 102

IBM Big Data Hub

APRIL 15, 2024

The manufacturing industry is in an unenviable position. Facing a constant onslaught of cost pressures, supply chain volatility and disruptive technologies like 3D printing and IoT. The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. At the same time, there is this huge sustainability and energy transition wave.

Manufacturing 103

Manufacturing Contextual Data Knowledge Discovery Modeling 103

Cloudera

APRIL 23, 2024

Back in October, we announced the first-ever Cloudera Climate and Sustainability Hackathon , powered by AMD. The Hackathon was intended to provide data science experts with access to Cloudera machine learning to develop their own Accelerated Machine Learning Project (AMP) focused on solving one of the many environmental challenges facing the world today.

Machine Learning 85

Machine Learning Data Science Data Processing Data-driven 85

CIO Business Intelligence

APRIL 16, 2024

It’s Wednesday night. You’re fast asleep aboard the USS Enterprise Star Trek. Suddenly, you wake to an urgent announcement and rush to the bridge of the starship. Captain James T. Kirk is activating warp drive and you see the iconic blurred streaks of light as the spaceship reaches warp speed. Within seconds, you are traveling faster than the speed of light to reach a Klingon war in the Alpha Quadrant–arriving in minutes versus years.

Manufacturing 140

Manufacturing Digital Transformation Risk Dashboards 140

KDnuggets

APRIL 10, 2024

Learn Python through tutorials, blogs, books, project work, and exercises. Access all of it on GitHub for free and join a supportive open-source community.

IT 148

IT 148

Data Virtualization

APRIL 4, 2024

Reading Time: 4 minutes Providing timely, intuitive access to information has been top-of-mind for many companies, and their data professionals in particular. Over the past few decades, we have been storing up data and generating even more of it than we have known what. The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 98

Data Integration Management Data-driven IT 98

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.

Experimentation

IBM Big Data Hub

APRIL 22, 2024

AI can be a force for good, but it might also lead to environmental and sustainability concerns. IBM is dedicated to the responsible development and deployment of this technology, which can enable our clients to meet their sustainability goals. “AI is an unbelievable opportunity to address some of the world’s most pressing challenges in health care, manufacturing, climate change and more,” said Christina Shim, IBM’s global head of Sustainability Software and an AI Ethics

Cost-Benefit 92

Cost-Benefit Modeling Manufacturing Reporting 92

Analytics Vidhya

APRIL 22, 2024

Introduction Discover the latest milestone in AI language models with Meta’s Llama 3 family. From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Learn how to deploy and run these models locally, unlocking their potential within consumer hardware.

Modeling 304

Modeling Analytics 304

Cloudera

APRIL 18, 2024

Artificial intelligence (AI) is something that, by its very nature, can be surrounded by a sea of skepticism but also excitement and optimism when it comes to harnessing its power. With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner.

Analytics 92

Analytics Metadata Data Strategy Optimization 92

CIO Business Intelligence

APRIL 12, 2024

Global banks and investment firms are currently mulling plans to replace entry-level financial analyst positions with artificial intelligence (AI), with as many as two-thirds of these positions potentially on the chopping block. This anticipated move could completely transform how these companies hire new employees and how they manage and deliver the technology employees use.

Experimentation 143

Experimentation Reporting Testing Statistics 143

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.

Testing

KDnuggets

APRIL 4, 2024

These GitHub repositories provide valuable resources for mastering computer science, including comprehensive roadmaps, free books and courses, tutorials, and hands-on coding exercises to help you gain the skills and knowledge necessary to thrive in the ever-evolving field of technology.

Technology 140

Technology 140

Smart Data Collective

APRIL 16, 2024

Unleash the power of new AI startups transforming legal solutions, surpassing ChatGPT's performance. Elevate your legal processes today!

92

92

AWS Big Data

APRIL 17, 2024

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.

Optimization 111

Optimization Snapshot Metadata Cost-Benefit 111

Analytics Vidhya

APRIL 5, 2024

Introduction Python is the magic key to building adaptable machines! Known for its beginner-friendliness, you can dive into AI without complex code. Python’s superpower? A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This flexible language has you covered for all things AI and beyond.

Data Science 348

Data Science Machine Learning Analytics IT 348

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IT

IBM Big Data Hub

APRIL 15, 2024

Today, cybercrime is good business. It exists because the profits are high while the risks are low. Far from stopping, cybercrime is constantly increasing. In 2023, the FBI received a record number of 880,418 complaints with potential losses exceeding USD 12.5 billion. This is a nearly 10% increase in complaints and 22% increase in losses compared to 2022.

Snapshot 107

Snapshot Machine Learning Interactive Statistics 107

CIO Business Intelligence

APRIL 1, 2024

Despite the promise generative AI holds for boosting corporate productivity, closing the gap between its potential and business value remains one of CIOs’ chief challenges. It isn’t for lack of effort, as recent research suggests. Sixty-six percent of C-level executives are ambivalent or dissatisfied with the progress of their AI or GenAI efforts, according to Boston Consulting Group 1.

Data Lake 142

Data Lake Consulting Uncertainty Risk 142

KDnuggets

APRIL 1, 2024

This article discusses the psychology of data visualization, including the principles and techniques that underpin the creation of persuasive and effective visuals.

Visualization 146

Visualization Data Science 146

Smart Data Collective

APRIL 22, 2024

Smart factories offer a number of new solutions for manufacturing companies trying to bolster their bottom lines.

Manufacturing 94

Manufacturing IT Internet of Things 94

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.

Customer Analytics

Cloudera

APRIL 1, 2024

We’re excited to share that Gartner has recognized Cloudera as a Visionary among all vendors evaluated in the 2023 Gartner® Magic Quadrant for Cloud Database Management Systems. This recognition underscores Cloudera’s commitment to continuous customer innovation and validates our ability to foresee future data and AI trends, and our strategy in shaping the future of data management.

Unstructured Data 101

Unstructured Data Cost-Benefit Metadata Machine Learning 101

Analytics Vidhya

APRIL 24, 2024

Introduction Ever felt overwhelmed by the jargon of deep learning? You’re not alone! This field is packed with powerful concepts, but remembering every term can be challenging. This glossary is here to bridge the gap. further in this article, we will explore 100 essential deep learning terms, making complex ideas approachable and empowering you to […] The post 100 Deep Learning Terms Explained appeared first on Analytics Vidhya.

Deep Learning 303

Deep Learning Analytics Data Science 303

Analytics Vidhya

APRIL 21, 2024

Introduction Converting natural language queries into code is one of the toughest challenges in NLP. The ability to change a simple English question into a complex code opens up a number of possibilities in developer productivity and a quick software development lifecycle. This is where Google Gemma, an Open Source Large Language Model comes into […] The post Fine-tuning Google Gemma with Unsloth appeared first on Analytics Vidhya.

Modeling 313

Modeling Software Analytics 313

Analytics Vidhya

APRIL 22, 2024

Samsung Electronics has introduced a revolutionary LPDDR5X DRAM chip, heralding a new era in artificial intelligence (AI) applications. This chip boasts unparalleled speed, capacity, and power efficiency, setting a new standard for on-device AI processing. Let’s find out more about this latest innovation from Samsung. Also Read: Meta Unveils Its Best AI Chip Yet Technological […] The post Samsung Unveils Fastest-Ever DRAM Chip for AI Applications appeared first on Analytics Vidhya.

Technology 284

Technology Analytics IT 284

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Analytics

Analytics Vidhya

APRIL 24, 2024

Introduction In the world of data analytics, where every piece of information holds untapped potential, the ability to transform raw data into actionable insights is a game-changer. Tableau, a dynamic and versatile data visualization tool, has revolutionized how organizations harness the power of their data. In this article, we’ll explore a free course for learning […] The post Free Course on Tableau For Beginners appeared first on Analytics Vidhya.

Visualization 299

Visualization Data Analytics Analytics 299

Analytics Vidhya

APRIL 21, 2024

Mixtral 8x22B by Mistral AI Crushes Benchmarks in 4+ Languages The post Mistral’s New Model Crushes Benchmarks in 4+ Languages appeared first on Analytics Vidhya.

Modeling 303

Modeling Analytics 303

Analytics Vidhya

APRIL 15, 2024

Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.

Modeling 330

Modeling Analytics IT 330

Analytics Vidhya

APRIL 19, 2024

Meta introduces Meta AI, powered by the cutting-edge Llama 3, revolutionizing assistance across its platforms. With seamless integration and enhanced features, Meta AI aims to redefine user experiences. Let’s explore the features and applications of Meta’s AI assistant. Also Read: Meta Releases Much-Awaited Llama 3 Model Enhanced Assistance Everywhere Meta AI, leveraging Meta Llama 3, […] The post Meta AI: Your New Intelligent Assistant Powered by Llama 3 appeared first on Anal

Modeling 282

Modeling Analytics IT 282

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.

Management