Analytics Vidhya

APRIL 29, 2024

A novel text-to-video AI model, named Vidu, has made its debut at the 2024 Zhongguancun Forum in Beijing. Developed jointly by ShengShu-AI and Tsinghua University, this new model challenges the dominance of OpenAI’s Sora. Let’s explore the features of Vidu and find out what it means for generative AI technologies in China. Also Read: Sora’s […] The post Vidu is Sora’s Latest Competition in AI Video Generation appeared first on Analytics Vidhya.

Modeling 329

Modeling Technology Analytics IT 329

O'Reilly on Data

APRIL 30, 2024

By Rufus Rock , UCL ; Tim O’Reilly , UCL ; Ilan Strauss , UCL ; and Mariana Mazzucato , UCL This article is republished from The Conversation under a Creative Commons license. Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation. Even Einstein was not immune, claiming, “There is not the slightest indication that nuclear energy will ever be obtainable,” just ten years before Enrico Fermi completed cons

Risk 143

Risk Advertising Cost-Benefit Sales 143

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 270

Advertising Cost-Benefit Marketing Risk 270

CIO Business Intelligence

APRIL 29, 2024

As organizations roll out AI applications and AI-enabled smartphones and devices, IT leaders may need to sell the benefits to employees or risk those investments falling short of business expectations. That’s because employees have decidedly mixed feelings about AI coming to their workplaces, according to the recent survey by IT solutions integrator Insight , even as many enterprises are already adopting or experimenting with AI and as AI-enabled phones begin hitting the market.

Experimentation 124

Experimentation Forecasting Risk Consulting 124

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Visualization

KDnuggets

APRIL 25, 2024

Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.

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The Data Visualisation Catalogue

APRIL 26, 2024

A Functional Box Plot is a visualisation used to explore and analyse functional data , which are data that can be represented as curves or surfaces. While this visualisation technique is a variation of the classic Box Plot , a Functional Box Plot is visually very different and instead plots a combination of lines and areas to communicate the various data ranges.

Snapshot 101

Snapshot Statistics Visualization Measurement 101

CIO Business Intelligence

APRIL 29, 2024

To Carm Taglienti, the explosion of all things AI over the past few years has been both a pro and a con to IT teams. On the one hand, artificial intelligence has helped both technology departments and the business units to work better, faster, and cheaper. But on the other hand, AI and generative AI in particular, as well as the speed at which intelligence barreled its way into organizations, have disrupted many IT plans, says Taglienti, chief data officer and distinguished engineer at tech firm

IT 116

IT Consulting Technology Strategy 116

KDnuggets

APRIL 23, 2024

This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.

Modeling 128

Modeling 128

AWS Big Data

APRIL 29, 2024

The construction of big data applications based on open source software has become increasingly uncomplicated since the advent of projects like Data on EKS , an open source project from AWS to provide blueprints for building data and machine learning (ML) applications on Amazon Elastic Kubernetes Service (Amazon EKS). In the realm of big data, securing data on cloud applications is crucial.

Management 83

Management Big Data Metadata Data Warehouse 83

Analytics Vidhya

APRIL 29, 2024

Introduction In 2018, when we were contemplating whether AI would take over our jobs or not, OpenAI put us on the edge of believing that. Our way of working has completely changed after the inception of OpenAI’s ChatGPT in 2022. But is it a threat or a boon? Will AI replace software engineers, writers, and […] The post 12 Alternatives of Sora Easing Our Work in 2024 appeared first on Analytics Vidhya.

Software 306

Software Analytics IT Deep Learning 306

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.

Management

IBM Big Data Hub

APRIL 25, 2024

In today’s dynamic and uncertain landscape, commerce strategy—what we might formerly have referred to as ecommerce strategy—is so much more than it once was. Commerce is a complex journey in which the moment of truth—conversion—takes place. This reality means that every brand in every industry with every business model needs to optimize the commerce experience, and thus the customer experience , to drive conversion rates and revenues.

Strategy 87

Strategy Sales Marketing Consulting 87

CIO Business Intelligence

APRIL 25, 2024

In a move that significantly bolsters its position in the cloud services market, IBM has announced it is acquiring HashiCorp , a multicloud infrastructure automation company, for $6.4 billion. HashiCorp is known for its Terraform product, an infrastructure automation tool, which is considered an industry standard for infrastructure provisioning in hybrid and multicloud environments.

Marketing 127

Marketing Enterprise Consulting Management 127

KDnuggets

APRIL 26, 2024

The need for data science has not decreased or been replaced; instead, it’s the field of data science maturing, with a greater demand for specialized skills and practical experience.

Data Science 107

Data Science 107

Cloudera

APRIL 26, 2024

This month is Allyship April—a time dedicated to deepening our understanding of allyship and its profound impact on fostering inclusive cultures. Allyship isn’t merely a buzzword; it’s a fundamental commitment to actively support and advocate for marginalized individuals and communities within our organization. This month, we’ve engaged in meaningful conversations, challenged our assumptions, and committed to tangible actions that drive positive change.

IT 82

IT Management 82

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

Analytics Vidhya

APRIL 27, 2024

Introduction In today’s rapidly evolving world, the term ‘Generative AI’ is on everyone’s lips. Studies reveal that Generative AI is becoming indispensable in the workplace, with the market projected to reach $1.3 trillion by 2032. If you’ve been considering a career transition from a non-tech field to Generative AI, now is the time!

Marketing 337

Marketing Analytics Deep Learning Machine Learning 337

IBM Big Data Hub

APRIL 24, 2024

An online retailer always gets users’ explicit consent before sharing customer data with its partners. A navigation app anonymizes activity data before analyzing it for travel trends. A school asks parents to verify their identities before giving out student information. These are just some examples of how organizations support data privacy , the principle that people should have control of their personal data, including who can see it, who can collect it, and how it can be used.

Risk 83

Risk Measurement Data Governance Insurance 83

CIO Business Intelligence

APRIL 25, 2024

CIOs rank AI as a top priority alongside cybersecurity for IT departments. However, barriers such as adoption speed and security concerns hinder rapid AI integration, according to a new survey. There is a promising surge in the use of AI technologies across various industries. Of the 750 CIOs around the world surveyed by Lenovo, 81% said they are already leveraging third-party AI Tools or deploying a mix of third-party and proprietary AI.

ROI 127

ROI Cost-Benefit Machine Learning Technology 127

KDnuggets

APRIL 29, 2024

This article is an overview of a particular subset of data structures useful in machine learning and AI development, along with explanations and example implementations.

Machine Learning 82

Machine Learning 82

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing

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 84

Machine Learning Data Science Data Processing Data-driven 84

Analytics Vidhya

APRIL 29, 2024

In a noteworthy development, Saama AI Labs introduces medical language models OpenBioLLM-Llama3-70B and 8B. These open-source models redefine the medical AI landscape by surpassing established industry leaders like GPT-4 and Med-PaLM. Let’s find out how they are setting unprecedented standards in biomedical language processing. Also Read: Cognizant and Microsoft to Revolutionize Healthcare with Generative AI […] The post Llama-3-Based OpenBioLLM Models Outperform GPT-4 and Med-PaLM appeare

Modeling 302

Modeling Analytics 302

AWS Big Data

APRIL 24, 2024

Starting from release 6.14, Amazon EMR Studio supports interactive analytics on Amazon EMR Serverless. You can now use EMR Serverless applications as the compute, in addition to Amazon EMR on EC2 clusters and Amazon EMR on EKS virtual clusters, to run JupyterLab notebooks from EMR Studio Workspaces. EMR Studio is an integrated development environment (IDE) that makes it straightforward for data scientists and data engineers to develop, visualize, and debug analytics applications written in PySpa

Interactive 82

Interactive Visualization Big Data Management 82

CIO Business Intelligence

APRIL 25, 2024

With more than 1 billion users globally, LinkedIn is continuously bumping against the limits of what is technically feasible in the enterprise today. Few companies operate at the scale that LinkedIn does or have access to similar troves of data. For the business- and employment-focused social media platform, connecting qualified candidates with potential employers to help fill job openings is core business.

IT 126

IT Experimentation Cost-Benefit Metrics 126

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 25, 2024

List of top MLOPs platforms that will help you with integration, training, tracking, deployment, monitoring, CI/CD, and optimizing the infrastructure.

Optimization 104

Optimization 104

IBM Big Data Hub

APRIL 25, 2024

We know that understanding clients’ technical issues is paramount for delivering effective support service. Enterprises demand prompt and accurate solutions to their technical issues, requiring support teams to possess deep technical knowledge and communicate action plans clearly. Product-embedded or online support tools, such as virtual assistants, can drive more informed and efficient support interactions with client self-service.

IT 72

IT Interactive Snapshot Enterprise 72

Analytics Vidhya

APRIL 29, 2024

Introduction Incorporating Artificial Intelligence (AI) into Data Analytics has become a revolutionary force in the era of abundant data. It is transforming how businesses get insights from their data reservoirs. Artificial Intelligence (AI) enhances conventional analytics techniques by leveraging machine learning and natural language processing to achieve previously unheard-of efficiency, accuracy, and creativity.

Data Analytics 299

Data Analytics Analytics Machine Learning IT 299

AWS Big Data

APRIL 25, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that you can use to set up and operate data pipelines in the cloud at scale. Apache Airflow is an open source tool used to programmatically author, schedule, and monitor sequences of processes and tasks, referred to as workflows. With Amazon MWAA, you can use Apache Airflow and Python to create workflows without having to manage the underlying infrastructure for scalability, availabili

Metadata 73

Metadata Data Processing Management Testing 73

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IT

CIO Business Intelligence

APRIL 24, 2024

Microsoft is opening another route for extending the reach of its Copilot offerings in the enterprise through an expanded partnership with global professional services company Cognizant. As part of the deal, Cognizant has acquired 25,000 Microsoft 365 Copilot seats, and 500 each of Sales Copilot and Services Copilot, for use by its associates across the globe.

Enterprise 124

Enterprise Digital Transformation Consulting Risk 124

KDnuggets

APRIL 26, 2024

Find out all about Google Cloud's latest learning path, and learn how to use the Gemini language model in the Google Cloud.

Modeling 108

Modeling 108

Dataiku

APRIL 25, 2024

Today, every company should be using Generative AI capabilities to complement machine learning techniques, streamline operations, and ultimately work smarter. Chat-based use cases will quickly become the new normal. That means increasingly more demand from the business to develop and deploy these use cases enterprise-wide.

Enterprise 69

Enterprise Machine Learning 69

Analytics Vidhya

APRIL 26, 2024

Nvidia had recently acquired Run:ai, an Israeli startup specializing in AI workload management. This move underscores the increasing significance of Kubernetes in generative AI. Through this, Nvidia aims to address the challenges associated with GPU resource utilization in AI infrastructure. Let’s delve into the details of this acquisition and its implications for the AI and […] The post Nvidia Acquires Run:ai to Boost AI Infrastructure Efficiency appeared first on Analytics Vidhya.

Management 322

Management Analytics IT 322

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