Sat.Jan 06, 2024 - Fri.Jan 12, 2024

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Top 6 predictions for AI advancements and trends in 2024

IBM Big Data Hub

In 2024, the initial cultural fascination with early generative AI yields tangible business results. This technology, which includes the ability to process and generate text, voice and video content, is revolutionizing how companies enhance productivity, foster innovation and stimulate creativity. According to McKinsey & Company , these AI applications have the potential to contribute between USD 2.6 trillion and 4.4 trillion annually to the global economy through various business scenarios.

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Can Data Governance Address AI Fatigue?

KDnuggets

This post explains how data governance can help data scientists handle AI fatigue and build robust models.

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Read This Before You Take Any Free Data Science Course

KDnuggets

Free courses are a great way to explore data science. But you do pay for free courses with your time, energy, and motivation. Consider these 7 things before starting a free Data Science course.

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Survey: Machine Learning Projects Still Routinely Fail to Deploy

KDnuggets

The author highlights the chronic under-deployment of ML projects, with only 22% of revolutionary initiatives deploying and a lack of stakeholder visibility and detailed planning as key issues, in his industry survey and book "The AI Playbook.

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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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5 ways to maximize your cloud investment

CIO Business Intelligence

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. “Overspending is easy to do,” says Chris McMasters, CIO at the City of Corona, California. No IT organization wants to get caught short on processing or storage resources that could negatively affect operations, or have to suddenly add resources that exceed the budget.

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CES 2024: A Review of the Top 10 Innovations of Day 2

Analytics Vidhya

CES 2024 Day 2 brought forth an array of astounding AI innovations, redefining human-AI interaction and technological capabilities. From revolutionary AI assistants to immersive VR experiences, here are the top 10 breakthroughs that stole the spotlight. 1. Rabbit R1 which can Replace Smartphones The Rabbit R1, priced at $199, is not just a device; it’s […] The post CES 2024: A Review of the Top 10 Innovations of Day 2 appeared first on Analytics Vidhya.

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5 Coding Tasks ChatGPT Can’t Do

KDnuggets

This is a pretty good list of what ChatGPT can't do. But it's not exhaustive. ChatGPT can generate pretty good code from scratch, but it can't do anything that would take your job.

IT 114
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6 tough AI discussions every IT leader must have

CIO Business Intelligence

Few technologies have provoked the same amount of discussion and debate as artificial intelligence, with workers, high-profile executives, and world leaders waffling between praise and fears over AI. Granted, CIOs have not been called before Congress to testify. But they are being grilled in executive suites and boardrooms, as enterprise leaders turn to their technology chiefs with all sorts of challenging questions that CIOs are expected to answer.

IT 132
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How to Add a New Column to an Existing DataFrame in Pandas?

Analytics Vidhya

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities to work with structured data. One common task in data analysis is to add a new column to an existing DataFrame in Pandas. This article will explore different methods to accomplish this task and provide examples to illustrate their usage. Why […] The post How to Add a New Column to an Existing DataFrame in Pandas?

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Architectural patterns for real-time analytics using Amazon Kinesis Data Streams, part 1

AWS Big Data

We’re living in the age of real-time data and insights, driven by low-latency data streaming applications. Today, everyone expects a personalized experience in any application, and organizations are constantly innovating to increase their speed of business operation and decision making. The volume of time-sensitive data produced is increasing rapidly, with different formats of data being introduced across new businesses and customer use cases.

Analytics 114
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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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Modernizing mainframe applications with a boost from generative AI

IBM Big Data Hub

Look behind the scenes of any slick mobile application or commercial interface, and deep beneath the integration and service layers of any major enterprise’s application architecture, you will likely find mainframes running the show. Critical applications and systems of record are using these core systems as part of a hybrid infrastructure. Any interruption in their ongoing operation could be disastrous to the continued operational integrity of the business.

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Top 8 challenges IT leaders will face in 2024

CIO Business Intelligence

2023 was a year made notable by a range of unexpected, unpredictable, and fast-moving challenges that, despite seemingly having little to do with technology, had profound impacts on IT strategies. Add the rapid rise of generative AI, and the past year was one in which CIOs often found themselves on the back foot, reacting to disruptions and shifting strategies in real-time.

IT 130
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A Comprehensive Guide to Common Git Commands in Data Science

Analytics Vidhya

Introduction Git is a powerful version control system that plays a crucial role in managing and tracking changes in code for data science projects. Whether you’re working on machine learning models, data analysis scripts, or collaborative projects, understanding and utilizing Git commands is essential. As data professionals collaborate and manage their codebase, understanding and mastering […] The post A Comprehensive Guide to Common Git Commands in Data Science appeared first on Ana

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Running Mixtral 8x7b On Google Colab For Free

KDnuggets

Learn how to run the advanced Mixtral 8x7b model on Google Colab using LLaMA C++ library, maximizing quality output with limited compute requirements.

Modeling 111
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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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How Jamworks protects confidentiality while integrating AI advantages

IBM Big Data Hub

The integration of artificial intelligence (AI) has ushered in a new era of technological progress, offering a spectrum of benefits across industries. AI’s potential to revolutionize operations, enhance decision-making and drive innovation is undeniable. The advantages of AI are numerous and impactful, from predictive analytics that refine strategies, to natural language processing that fuels customer interactions and assists users in their daily tasks, to assistive tools that enhance acce

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Survey: Execs eager to implement generative AI, but few know how

CIO Business Intelligence

Overwhelming majorities of executives around the world are planning to spend money on generative AI this year, but very few are truly ready for the technology, according to a survey released today by the Boston Consulting Group. Fully 85% of the more than 1,400 executives surveyed for BCG’s AI Radar report said that they were planning to invest in generative AI, but the report found that the technology faces a wide array of stumbling blocks at most organizations.

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AI Take Over Human Jobs at Duolingo

Analytics Vidhya

Duolingo, the widely-used language-learning app, has undergone a significant transformation, leading to the layoff of 10% of its contractor workforce. This strategic shift aligns with the company’s commitment to harness generative artificial intelligence (GenAI) for content creation. While Duolingo adopts the AI-first approach, concerns about job displacement and the quality of language lessons have surfaced. […] The post AI Take Over Human Jobs at Duolingo appeared first on Analytic

Analytics 313
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4 Steps to Become a Generative AI Developer

KDnuggets

In this post, we will cover what a generative AI developer does, what tools you need to master, and how to get started.

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

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.

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AI Drives the Intersection of Industrial Hygiene and Cybersecurity

Smart Data Collective

AI technology has played a crucial role in the future of cybersecurity. According to Grand View Research, cybersecurity providers spent over $16.4 billion on AI in 2022. This figure is projected to grow over 24.3% a year through 2030.

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Top IT exec recuiters weigh in on talent trends today

CIO Business Intelligence

When I last dedicated an episode of the Tech Whisperers podcast to the state of tech talent, we were just coming out of a multi-year “sellers” market, and we could sense that we were hitting an inflection point. Fast-forward a year and things have changed significantly. Two of the top executive recruiters in the CIO retained search space, Shawn Banerji and Martha Heller, joined me for the first episode of 2024 to share their insights on a range of talent-related issues, including hiring trends,

IT 127
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No More Copyright Infringement Issues for Images Created Using Generative AI

Analytics Vidhya

In an innovative leap for visual content creation, Getty Images and Nvidia have joined forces to introduce Generative AI by iStock, an innovative text-to-image platform. This collaborative effort seeks to empower both individuals and businesses with an affordable and commercially safe solution for generating unique stock photos. Moreover, it aims to eliminate the barriers associated […] The post No More Copyright Infringement Issues for Images Created Using Generative AI appeared first on

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Business disaster recovery use cases: How to prepare your business to face real-world threats

IBM Big Data Hub

Successful business owners know how important it is to have a plan in place for when unexpected events shut down normal operations. Modern enterprises face many types of disasters, including pandemics, cyberattacks , large-scale power outages and natural disasters. Last year, companies around the world spent close to USD 219 billion on cybersecurity and security solutions, a 12% increase from the previous year according to the International Data Corporation (IDC) (link resides outside ibm.com.

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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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Enable metric-based and scheduled scaling for Amazon Managed Service for Apache Flink

AWS Big Data

Thousands of developers use Apache Flink to build streaming applications to transform and analyze data in real time. Apache Flink is an open source framework and engine for processing data streams. It’s highly available and scalable, delivering high throughput and low latency for the most demanding stream-processing applications. Monitoring and scaling your applications is critical to keep your applications running successfully in a production environment.

Metrics 100
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CIO insights: What’s next for AI in the enterprise?

CIO Business Intelligence

CIOs are under increasing pressure to deliver AI across their enterprises – a new reality that, despite the hype, requires pragmatic approaches to testing, deploying, and managing the technologies responsibly to help their organizations work faster and smarter. The top brass is paying close attention. Seventy-one percent of business leaders expect AI and ML to have a worldwide impact, according to the Workday C-Suite Global AI Indicator Report.

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Make 3D Object from Single Image using VAST AI New Technology

Analytics Vidhya

3D reconstruction from single images takes a giant leap forward with the advent of a groundbreaking method – “Triplane Meets Gaussian Splatting.” In this paper, researchers introduce an innovative approach that revolutionizes the process, making 3D object reconstruction from a single image faster and more efficient. Click here to use this technology.

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KDnuggets News, January 10: CS Degree Program For Free • Prompt Engineering 101 • 2023: The Crazy AI Year

KDnuggets

This week on KDnuggets: Enroll in the free OSSU Computer Science degree program and launch your career in tech today • Understand what prompt engineering is, and to learn more about some of the most important techniques • The year of Generative AI in review • And much, much more!

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The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Embark on a transformation journey into the heart of the data ecosystem! This webinar is your gateway to a deeper comprehension of the foundations that drive the data industry and will equip you with the knowledge needed to navigate the evolving landscape. Delve into the diverse use cases where data analytics plays a pivotal role. We’ll explore how these applications are transforming with the introduction of Gen AI, and discuss the anticipated use cases for 2024 and beyond.

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Detect, mask, and redact PII data using AWS Glue before loading into Amazon OpenSearch Service

AWS Big Data

Many organizations, small and large, are working to migrate and modernize their analytics workloads on Amazon Web Services (AWS). There are many reasons for customers to migrate to AWS, but one of the main reasons is the ability to use fully managed services rather than spending time maintaining infrastructure, patching, monitoring, backups, and more.

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“If organisations are hacked, they should stay calm and act quickly by instantly activating their incident response plan”

CIO Business Intelligence

CIO Middle East discuss with Muath AlHomoud, Director of Cybersecurity about how organisations should learn from the hacking activities performed on them so they can implement more effective cyber defences and plan against similar or more sophisticated attacks. Q. From a cybersecurity perspective, how has 2023 been? A. The year has been marked by a general increase in state-sponsored attacks due to geopolitical conflicts.

IoT 119
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Make Money using Open AI’s GPT Store

Analytics Vidhya

Introduction Get ready to witness a milestone in artificial intelligence as OpenAI gears up to unveil its much-anticipated GPT Store in the second week of January 2024 (could be any minute now). This landmark event was initially slated for a late 2023 debut but thoughtfully postponed to achieve unparalleled excellence. It has been the buzz […] The post Make Money using Open AI’s GPT Store appeared first on Analytics Vidhya.

Analytics 315
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Judicial systems are turning to AI to help manage its vast quantities of data and expedite case resolution

IBM Big Data Hub

The judiciary, like the legal system in general, is considered one of the largest “text processing industries” Language, documents, and texts are the raw material of legal and judicial work. That data plays a crucial role in the judicial system, helping investigators, lawyers and judges fit together the circumstances surrounding a particular case in an effort to see that justice is served.

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A Tale of Two Case Studies: Using LLMs in Production

Speaker: Tony Karrer, Ryan Barker, Grant Wiles, Zach Asman, & Mark Pace

Join our exclusive webinar with top industry visionaries, where we'll explore the latest innovations in Artificial Intelligence and the incredible potential of LLMs. We'll walk through two compelling case studies that showcase how AI is reimagining industries and revolutionizing the way we interact with technology. Some takeaways include: How to test and evaluate results 📊 Why confidence scoring matters 🔐 How to assess cost and quality 🤖 Cross-platform cost vs. quality tr