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Top 9 Universities Offering GenAI Certification

Analytics Vidhya

Introduction Fictional stories about artificial intelligence are no longer relevant. With the help of generative artificial intelligence (GenAI), which makes it possible to produce never-before-seen pictures, compelling narratives, and even inventive music, design, marketing, and entertainment are all experiencing drastic transformation. Whether you’re an aspiring AI artist or developer or trying to stay on top, […] The post Top 9 Universities Offering GenAI Certification appeared fi

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Rising Tide Rents and Robber Baron Rents

O'Reilly on Data

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

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CIOs eager to scale AI despite difficulty demonstrating ROI, survey finds

CIO Business Intelligence

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.

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Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation

KDnuggets

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

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Dynamic DAG generation with YAML and DAG Factory in Amazon MWAA

AWS Big Data

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.

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Ray-Ban Meta Smart Glasses Get a Multimodal AI Upgrade

Analytics Vidhya

Ray-Ban Meta Smart Glasses have garnered attention for their sleek design and multifunctionality. The latest addition of multimodal AI enhances the utility of these AI glasses, offering users a seamless blend of technology and fashion. Let’s delve into the details of this innovative update and its implications. Also Read: Here’s the Latest AI-powered VR Glasses […] The post Ray-Ban Meta Smart Glasses Get a Multimodal AI Upgrade appeared first on Analytics Vidhya.

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Salesforce-Informatica acquisition talks falls through: Report

CIO Business Intelligence

Salesforce’s negotiations to acquire enterprise data management software provider Informatica have fallen through as both couldn’t agree on the terms of the deal. That the talks about the deal had come to a close was reported by The Wall Street Journal (WSJ) and Reuters , citing an anonymous source. The disagreement about the terms of the deal is more likely to be around the price of each share of Informatica, WSJ reported, adding that Salesforce was negotiating a mid-30s price per share with th

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5 Free Stanford University Courses to Learn Data Science

KDnuggets

Are you an aspiring data scientist? If so, these free data science courses from Stanford will help you move forward in your data science journey!

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Climate and Sustainability Hackathon—Meet the Judges!

Cloudera

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.

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Code Like a Pro and Write SQL in Seconds with Snowflake Arctic

Analytics Vidhya

Introduction Snowflake Arctic represents a solution for enterprise AI, offering efficiency, openness, and a strong focus on enterprise intelligence. This new model is designed to push the boundaries of cost-effective training and transparency, making it a significant advancement in large language models. Let’s explore all about coding with Snowflake Arctic with this post.

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Understanding User Needs and Satisfying Them

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.

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AI this Earth Day: Top opportunities to advance sustainability initiatives

IBM Big Data Hub

This Earth Day, we are calling for action to conserve our scarcest resource: the planet. To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe. The world is behind on addressing climate change.

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IBM doubles down on hybrid cloud with $6.4B HashiCorp acquisition

CIO Business Intelligence

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.

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7 Python Libraries Every Data Engineer Should Know

KDnuggets

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

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#ClouderaLife Allyship April Q&A with Antoine Burrell

Cloudera

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.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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Cohere Launches Toolkit to Expedite Generative AI Application Development

Analytics Vidhya

Cohere, a leading figure in AI innovation, has unveiled a new toolkit for enterprise AI. This new toolkit is aimed at speeding up the pace of generative AI application development within the enterprise sphere. It offers developers a comprehensive set of tools and resources to expedite their projects. It further promises to streamline the intricate […] The post Cohere Launches Toolkit to Expedite Generative AI Application Development appeared first on Analytics Vidhya.

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Chart Snapshot: Beeswarm Plot

The Data Visualisation Catalogue

Also known as a Bee Swarm Box Plot, Swarm Plot. Not to be confused with a Jitter Plot. A Beeswarm Plot is a type of visualisation that displays individual data points in a way that they don’t overlap, resulting in a plot that resembles a swarm of bees. The main aim of a Beeswarm Plot is to display the distribution and density of data along a numerical axis more clearly.

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CIO risk-taking 101: Playing it safe isn’t safe

CIO Business Intelligence

As CIO, you’re in the risk business. Or rather, every part of your responsibilities entails risk, whether you’re paying attention to it or not. And in spite of the spate of books that extol risk-taking as the only smart path, it’s worth remembering that their authors don’t face what might be the biggest risk CIOs have to deal with every day: executive teams adept at preaching risk-taking without actually supporting it.

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5 Free Advanced Python Programming Courses

KDnuggets

Looking to level up your Python skills without spending a dime? Check out this article featuring 5 advanced Python courses that you can take for free!

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

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.

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Run interactive workloads on Amazon EMR Serverless from Amazon EMR Studio

AWS Big Data

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

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Introduction to Natural Language Processing [Free NLP Course]

Analytics Vidhya

Introduction Natural Language Processing (NLP) has recently received much attention in computationally representing and analyzing human speech. Machine translation is widely used in many fields such as spam detection, data extraction, typing, medicine, question answering, and more. But what if you want to learn NLP without spending money? In this article, let’s explore a free […] The post Introduction to Natural Language Processing [Free NLP Course] appeared first on Analytics Vidhya

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Operationalizing Data Quality: The Key to Successful Modern Analytics

Dataiku

Trash in: Trash out. The old mantra for data quality holds as true today as it did years ago. With the rise of Generative AI and the push for self-service analytics, good data is in more demand than ever before. However, with this increase in demand and democratization, ensuring good data quality has become increasingly challenging. More and more of the governance framework is increasingly automated, and ensuring data quality across all data sources and data products becomes more difficult to ha

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A comparative assessment of digital transformation in Italy

CIO Business Intelligence

It’s universally accepted that to thrive, enterprises must embrace transformation through technology. CIOs are at the forefront of this as they help shepherd their organizations through digitalization. “Digital is a powerful business lever,” says Alessandra Luksch, director of the Digital Transformation Academy Observatory at Politecnico di Milano, which has been mapping trends in ICT spending by Italian organizations since 2016.

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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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7 End-to-End MLOps Platforms You Must Try in 2024

KDnuggets

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

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Data privacy examples

IBM Big Data Hub

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.

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How to Use Adobe Firefly Image 3?

Analytics Vidhya

Introduction The world of AI-powered image generation is growing quickly, and Adobe Firefly Image 3 is at the forefront. Adobe Firefly Image 3 enables you to generate high-resolution, actual images or visual diagrams by giving its explanation in a text message. This software works well for you whether you are a developer, artist, or marketer, […] The post How to Use Adobe Firefly Image 3?

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Smart Factories Use AI to Create OT and IT Security Protection

Smart Data Collective

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

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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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TransUnion transforms its business model with IT

CIO Business Intelligence

Count TransUnion among the rising tide of enterprises evolving their identities thanks to IT. “We are thinking like a software company and transforming ourselves like a software company,” says Venkat Achanta, chief technology, data, and analytics officer of the $4 billion credit bureau, which is recasting itself into a customer data services provider intent on parlaying its reputation for trust and ample data assets to drive analytics, machine learning (ML), and AI development on the cloud.

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Is Data Science a Bubble Waiting to Burst?

KDnuggets

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.

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Use your corporate identities for analytics with Amazon EMR and AWS IAM Identity Center

AWS Big Data

To enable your workforce users for analytics with fine-grained data access controls and audit data access, you might have to create multiple AWS Identity and Access Management (IAM) roles with different data permissions and map the workforce users to one of those roles. Multiple users are often mapped to the same role where they need similar privileges to enable data access controls at the corporate user or group level and audit data access.

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KissanAI Unveils Dhenu Llama 3: A Revolutionary Agricultural AI Model

Analytics Vidhya

KissanAI has made waves in the agricultural sector with the introduction of Dhenu Llama 3, a cutting-edge AI model tailored specifically for farmers. This innovative creation, fine-tuned on Meta’s Llama 3 8B architecture, promises enhanced capabilities and superior performance benchmarks. Let’s delve deeper into this innovative development.

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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.