March, 2024

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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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ChatGPT, Author of The Quixote

O'Reilly on Data

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. We have many current and future copyright challenges: training may not infringe copyright, but legal doesn’t mean legitimate—we consider the analogy of MegaFace where surveillance models have been trained on photos of minors, for example, without informed consent.

Modeling 211
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A Collection Of Free Data Science Courses From Harvard, Stanford, MIT, Cornell, and Berkeley

KDnuggets

Learn everything about data science by exploring our curated collection of free courses from top universities, covering essential topics from math and programming to machine learning, and mastering the nine steps to become a job-ready data scientist.

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Think you can ignore quantum computing? Think again.

CIO Business Intelligence

“It’s been known since the 1990s that a large-scale quantum computer will be able to break many of the crypto systems we rely on for security,” says Dustin Moody, leader of Post Quantum Cryptography (PQC) at the National Institute for Standards and Technology (NIST) in Maryland. In 1994, American mathematician Peter Shor developed quantum algorithms to factor integers and solve the discrete logarithm problem.

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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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Moving from Power BI to Microsoft Fabric

Paul Turley

Fabric is here but what does that mean if you are using Power BI? What do you need to know and what, if anything will you need to change if you are a Power BI report designer, developer or BI solution architect? What parts of Fabric should you use now and how do you plan for the near-term future? As I write this in March of 2024, I'm at the Microsoft MVP Summit at the Microsoft campus in Redmond, Washington this week learning about what the product teams will be working on over the next year or

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Creative Ways to Surf Your Data Using Virtual and Augmented Reality

TDAN

Organizations often struggle with finding nuggets of information buried within their data to achieve their business goals. Technology sometimes comes along to offer some interesting solutions that can bridge that gap for teams that practice good data management hygiene.

More Trending

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Ahead of the curve: How generative AI is revolutionizing the content supply chain

IBM Big Data Hub

The global adoption of generative AI is upon us, and it’s essential for marketing organizations to understand and play in this space to stay competitive. With content demands expected to grow in the next few years, organizations need to create more content at a faster pace to meet customer expectations and business needs. Knowing how to manifest these improvements is not always clear: Enter generative AI and the content supply chain.

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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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French regulator fines Google $271M over generative AI copyright issue

CIO Business Intelligence

France’s competition authority fined Google, its parent company Alphabet, and two subsidiaries a total of €250 million ($271 million) for breaching a previous agreement on using copyrighted content for training its Bard AI service, now known as Gemini. The Autorité de la concurrence said Wednesday that the search giant failed to comply with a June 2022 settlement over the use of news stories in its search results, News and Discover pages.

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A Look Ahead at the Gartner Data & Analytics Summit

Cloudera

As we enter into a new month, the Cloudera team is getting ready to head off to the Gartner Data & Analytics Summit in Orlando, Florida for one of the most important events of the year for Chief Data Analytics Officers (CDAOs) and the field of data and analytics. We’re at a crucial point in time where the excitement and potential surrounding AI has elevated the importance of improving access to the mission-critical data that helps organizations implement it at scale.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Petabyte-scale log analytics with Amazon S3, Amazon OpenSearch Service, and Amazon OpenSearch Ingestion

AWS Big Data

Organizations often need to manage a high volume of data that is growing at an extraordinary rate. At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. With this massive data growth, data proliferation across your data stores, data warehouse, and data lakes can become equally challenging.

Data Lake 118
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9 Best Large Language Model (LLM) Books of All Time

Analytics Vidhya

Introduction Welcome, fellow learners and language enthusiasts! Today, we’re diving into the captivating world of Large Language Models (LLMs) through the lens of literature. Whether you’re an avid reader, a language aficionado, or simply curious about the power of words, join us as we unveil the top 9 LLM books of all time. From intriguing […] The post 9 Best Large Language Model (LLM) Books of All Time appeared first on Analytics Vidhya.

Modeling 318
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Chart Snapshot: Triangle Bar Charts

The Data Visualisation Catalogue

A Triangle Bar Chart is a variation of the traditional Bar Chart or Column Chart. Instead of using bars to represent discreet data, triangles are used as a more novel aesthetic. In this chart, the height or volume of each triangle corresponds to the values it represents. These triangles can be plotted either vertically or horizontally. While the Triangle Bar Chart offers a visually distinct way to represent categorical data, there are some considerations to keep in mind.

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Top 6 YouTube Series for Data Science Beginners

KDnuggets

Want to start your data science journey from home, for free, and work at your own pace? Have a dive into this data science roadmap using the YouTube series.

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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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Women in tech increasingly dissatisfied, job search rates surge

CIO Business Intelligence

A troubling trend within the tech industry is coming into sharp focus: women are significantly more likely to be actively seeking new employment than their male counterparts. A new study from the tech job search platform Dice reveals that 38% of women in tech are currently engaged in a job search, compared to 30% of men. The primary drivers of this dissatisfaction are a persistent pay gap and workplace culture issues that often leave women feeling marginalized.

Reporting 122
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Data-Centric: How Big Things Get Done (in IT)

TDAN

I read “How Big Things Get Done” when it first came out about six months ago.[1] I liked it then. But recently, I read another review of it, and another coin dropped.

IT 106
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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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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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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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5G use cases that are transforming the world

IBM Big Data Hub

In the tech world and beyond, new 5G applications are being discovered every day. From driverless cars to smarter cities, farms, and even shopping experiences, the latest standard in wireless networks is poised to transform the way we interact with information, devices and each other. What better time to take a closer look at how humans are putting 5G to use to transform their world.

IoT 117
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5 Free University Courses to Learn Databases and SQL

KDnuggets

Looking to learn SQL and databases to level up your data science skills? Learn SQL, database internals, and much more with these free university courses.

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Re-imagining Business Workflows with AI-Powered Automation

CIO Business Intelligence

Artificial intelligence (AI) is delivering rapid change for Australian business by raising customers’ expectations, generating new competitive challenges, and creating opportunities for new products and services. This rapid change demands a rapid response, but the strength of that response depends greatly on two factors – the agility of systems and processes and the availability of skilled workers to run them.

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The Importance of Analytics and Reporting in Healthcare

Smart Data Collective

Analytics and reporting have become indispensable in the rapidly evolving healthcare landscape, driving transformation across patient care, operational efficiency, and strategic decision-making. These valuable tools enable providers to delve into vast amounts of health data for insights that enhance outcomes, personalize treatments plans, and deepen understanding of health trends.

Reporting 102
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Your Expert Guide to CX Orchestration & Enhancing Customer Journeys

Speaker: Keith Kmett, Principal CX Advisor at Medallia

Join Keith Kmett, Principal CX Advisor, in this new webinar that will focus on: Understanding CX Orchestration Fundamentals: Gain a solid understanding of what CX orchestration is, its significance in the customer experience landscape, and how it plays a crucial role in shaping customer journeys. This includes the key concepts, strategies, and best practices involved in CX orchestration. 🔑 Connection to Customer Journey Maps: How to effectively integrate customer journey mapping into the

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Use AWS Glue ETL to perform merge, partition evolution, and schema evolution on Apache Iceberg

AWS Big Data

As enterprises collect increasing amounts of data from various sources, the structure and organization of that data often need to change over time to meet evolving analytical needs. However, altering schema and table partitions in traditional data lakes can be a disruptive and time-consuming task, requiring renaming or recreating entire tables and reprocessing large datasets.

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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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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 Promise of Edge AI and Approaches for Effective Adoption

KDnuggets

Organizations are adopting edge AI for real-time decision-making using efficient and cost-effective methods such as model quantization, multimodal databases, and distributed inferencing.

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Addressing Top Enterprise Challenges in Generative AI with DataRobot

The buzz around generative AI shows no sign of abating in the foreseeable future. Enterprise interest in the technology is high, and the market is expected to gain momentum as organizations move from prototypes to actual project deployments. Ultimately, the market will demand an extensive ecosystem, and tools will need to streamline data and model utilization and management across multiple environments.

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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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How to become an AI+ enterprise

IBM Big Data Hub

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness.

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Multicloud data lake analytics with Amazon Athena

AWS Big Data

Many organizations operate data lakes spanning multiple cloud data stores. This could be for various reasons, such as business expansions, mergers, or specific cloud provider preferences for different business units. In these cases, you may want an integrated query layer to seamlessly run analytical queries across these diverse cloud stores and streamline your data analytics processes.

Data Lake 105
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Zoom Introduces Zoom Workplace, an AI-Powered Collaboration Hub 

Analytics Vidhya

Zoom introduces Zoom Workplace, a new platform designed to be the central hub for all your work communication and collaboration needs. This platform leverages AI, specifically Zoom AI Companion, to improve employee skills and make teamwork more efficient. This is going to be an open platform, allowing for easy integration with existing tools and apps, […] The post Zoom Introduces Zoom Workplace, an AI-Powered Collaboration Hub appeared first on Analytics Vidhya.

Analytics 312
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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.