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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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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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 Unveils Tech Marvels: A Review of the Top 10 Innovations of Day 1

Analytics Vidhya

Introduction The Consumer Electronics Show (CES) 2024 kicked off with a bang, showcasing groundbreaking technologies that promise to redefine our future. From invisible micro LED screens to emotionally intelligent AI companions, the event has left tech enthusiasts eagerly anticipating the future. Let’s delve into the most impressive reveals of CES 2024. 1.

More Trending

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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.

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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.

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Unified-IO 2: A Giant Leap in Multimodal AI Evolution

Analytics Vidhya

Introduction In a significant stride towards the future of artificial intelligence, researchers have unveiled Unified-IO 2, a groundbreaking autoregressive multimodal model. This revolutionary iteration redefines the boundaries of AI by comprehending and generating diverse data modalities, including image, text, audio, and action. The shared semantic space and a singular encoder-decoder transformer model drive its unparalleled […] The post Unified-IO 2: A Giant Leap in Multimodal AI Evolut

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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 115
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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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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 123
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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 132
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AI Robots Introduced for Repairing Potholes

Analytics Vidhya

Hertfordshire is on the brink of a huge development in road maintenance. An autonomous robot, named ARRES (Autonomous Road Repair System) PREVENT, is set to undergo real-world tests on the county’s roads. Developed by tech company Robotiz3d in collaboration with the University of Liverpool and Hertfordshire County Council Highways Engineers, this innovative robot utilizes artificial […] The post AI Robots Introduced for Repairing Potholes appeared first on Analytics Vidhya.

Testing 299
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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 101
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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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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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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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Get a Free 3 Month Trial of Google Bard Advanced; Experience the Future of AI Chatbots

Analytics Vidhya

Google is making waves in the world of artificial intelligence with its upcoming release, Bard Advanced. This enhanced version of the AI chatbot is poised to revolutionize user experiences, offering advanced features through a paid subscription via Google One. In this article, we delve into the exciting developments surrounding Bard Advanced. We will explore its […] The post Get a Free 3 Month Trial of Google Bard Advanced; Experience the Future of AI Chatbots appeared first on Analytics V

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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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The Role of Data Products in Maximizing ROI from AI Initiatives

Stuck with stalled AI projects? Data silos and fragmented processes are likely culprits. This IDC report unveils Data Products as the secret weapon. By treating data as a product, organizations can overcome these challenges and unlock the true potential of AI. Learn how a unified data control plane empowers Data Products to deliver trusted, high-quality data for faster insights and improved decision-making.

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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 126
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5 Reasons To Opt INDEX MATCH Over VLOOKUP in Excel

Analytics Vidhya

Introduction In Microsoft Excel, where efficiency and accuracy are paramount, choosing the right function can make all the difference. It ensures seamless data management and precise calculations for optimal spreadsheet performance. Functions like VLOOKUP and INDEX MATCH are pivotal in enhancing data retrieval and matching capabilities, empowering users to streamline their workflows easily.

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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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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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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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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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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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A/B Testing: A Comprehensive Guide

KDnuggets

A/B testing is a method of comparing two versions of a web page, app, or other product to see which one performs better. This article covers the basics of A/B testing, how to design and run an effective experiment, and how to analyze and interpret the results.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Amazon OpenSearch Service search enhancements: 2023 roundup

AWS Big Data

What users expect from search engines has evolved over the years. Just returning lexically relevant results quickly is no longer enough for most users. Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. Amazon OpenSearch Service includes many features that allow you to enhance your search experience.

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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.

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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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Pandas vs. Polars: A Comparative Analysis of Python’s Dataframe Libraries

KDnuggets

An in-depth analysis of their syntax, speed, and usability. Which one is the best to use when working with data?

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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.