Wed.May 31, 2023

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Introduction to Vision Transformers (ViT)

Analytics Vidhya

Introduction Over the years, we have been using Computer vision (CV) and image processing techniques from artificial intelligence (AI) and pattern recognition to derive information from images, videos, and other visual inputs. Underlying methods successfully achieve this by manipulating digital images through computer algorithms. Researchers found that regular models had limitations in some applications, which […] The post Introduction to Vision Transformers (ViT) appeared first on Analyti

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UPCOMING WEBINAR: Automated Test Generation – Why Data Teams Need It

DataKitchen

This webinar discusses how to make embarrassing data errors a thing of the past. We will start with how data engineers do not understand their data and have difficulty identifying problematic data records. We will also discuss how the vast majority of data engineers are so busy that they don’t know, or have time to write, tests to write to find data errors.

Testing 130
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Revolutionizing Holography with AI: The Mona Lisa’s New Lease of Life

Analytics Vidhya

Leonardo da Vinci’s masterpiece, the Mona Lisa, has been given a new lease of life thanks to artificial intelligence (AI). International researchers have used state-of-the-art neural networks and machine learning to create a holographic projection of the iconic painting. They hope their breakthrough will revolutionize the field of holography by making it more efficient and […] The post Revolutionizing Holography with AI: The Mona Lisa’s New Lease of Life appeared first on Analy

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ON-DEMAND WEBINAR: Data Journey – The Missing Piece

DataKitchen

Something is missing from our data systems. We cannot judge the expectations vs. reality in our production data systems. What is the variance between what is happening now and what should be happening? Is it on time? Late? Is it trustworthy? What is happening now? Will my customers find a problem? That missing piece that connects data system expectations and reality is a ‘Data Journey.

IT 130
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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, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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The Art of Crafting Powerful Prompts: A Guide to Prompt Engineering

Analytics Vidhya

Introduction Prompt engineering is a relatively new field focusing on creating and improving prompts for using language models (LLMs) effectively across various applications and research areas. We can easily understand the capabilities and restrictions of large language models( LLMs) with the aid of quick engineering skills. Researchers intensively use prompt engineering to increase LLMs’ capacity for […] The post The Art of Crafting Powerful Prompts: A Guide to Prompt Engineering ap

Modeling 271
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The Top AutoML Frameworks You Should Consider in 2023

KDnuggets

AutoML frameworks are powerful tool for data analysts and machine learning specialists that can automate data preprocessing, model selection, hyperparameter tuning, and even perform complex tasks like feature engineering.

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KDnuggets Top Posts for March 2023: AutoGPT: Everything You Need To Know

KDnuggets

AutoGPT: Everything You Need To Know • Top 19 Skills You Need to Know in 2023 to Be a Data Scientist • 8 Open-Source Alternative to ChatGPT and Bard • LangChain 101: Build Your Own GPT-Powered Applications • 10 Websites to Get Amazing Data for Data Science Projects • Baby AGI: The Birth of a Fully Autonomous AI • Mastering Generative AI and Prompt Engineering: A Free eBook • Data Analytics: The Four Approaches to Analyzing Data and How To Use Them Effectively

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Renowned AI Pioneer Thinks Humanity is at Risk Because of AI

Analytics Vidhya

Yoshua Bengio is a prominent figure in artificial intelligence (AI). He is the founder and scientific director of the Montreal Institute for Learning Algorithms. He has expressed his concerns about AI’s potential risks. In an interview with CTV’s Question Period host Vassy Kapelos, Bengio stated that some AI technologies are rapidly approaching human intelligence levels, […] The post Renowned AI Pioneer Thinks Humanity is at Risk Because of AI appeared first on Analytics Vidhya

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Connected products at the edge

IBM Big Data Hub

There are many overlapping business usage scenarios involving both the disciplines of the Internet of Things (IoT) and edge computing. But there is one very practical and promising use case that has been commonly deployed without many people thinking about it: connected products. This use case involves devices and equipment embedded with sensors, software and connectivity that exchange data with other products, operators or environments in real-time.

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Guardians of the Internet: Power of Data Science in Bot Detection

Analytics Vidhya

Introduction This article presents an overview of the problem of bot detection, emphasizing the key challenges related to detecting bots. It explores various techniques and methods widely employed to identify and block bot activity. The article will also discuss the implications of bot detection for online privacy, security. It also examines the role of machine […] The post Guardians of the Internet: Power of Data Science in Bot Detection appeared first on Analytics Vidhya.

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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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Hybrid working: the new workplace normal

CIO Business Intelligence

The new and still evolving world of hybrid work has created a fresh set of challenges for IT leaders who are tasked with ensuring that employees have the tools to get their work done productively and securely, regardless of their location. CIO recently gathered a group of IT executives from a broad range of enterprises for a discussion on hybrid work and how work models continue to change as the Covid pandemic winds down.

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India to Propose AI-based Portal for MSMEs at G20: A Game Changer for Small Businesses

Analytics Vidhya

India’s set to make a groundbreaking move at the G20 summit by proposing to create an Artificial Intelligence (AI)-based portal. This innovative platform aims to assist Micro, Small, and Medium Enterprises (MSMEs) in the developing world by providing comprehensive data on global supply chains. With the potential to revolutionize information access and boost business-to-business cooperation, […] The post India to Propose AI-based Portal for MSMEs at G20: A Game Changer for Small Busin

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Broadcom’s Andy Nallappan on what cloud success really looks like

CIO Business Intelligence

Companies moving to the cloud often find themselves at a crossroads near the midpoint of their migrations , spending more than they intended and getting out less than they hoped. Often that’s because their IT organization isn’t equipped with the culture, mindset, and skills necessary to capitalize on the cloud. Andy Nallappan has had a long career in IT, including CIO roles, but his current job at Broadcom is managing the company’s external cloud platform, DevOps, and SaaS operations across mult

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Breaking Barriers: ChatGPT’s Radiology Exam Triumph and Limitations Unveiled!

Analytics Vidhya

In a groundbreaking development, the latest version of ChatGPT has astounded the medical community by passing a rigorous radiology board-style exam. This achievement has shed light on large language models‘ immense potential while highlighting the limitations that impede their reliability. Recent research studies published in Radiology have unveiled both the triumphs and challenges of integrating […] The post Breaking Barriers: ChatGPT’s Radiology Exam Triumph and Limitations U

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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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How Hard is it to Get into FAANG Companies

KDnuggets

This article explores the history and current state of FAANG companies, and how low acceptance rates for these companies may be due to the rapid growth of the tech industry.

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Join us at PrestoCon Day, a free virtual community event

IBM Big Data Hub

The Presto Foundation is excited to share its upcoming virtual community conference PrestoCon Day , taking place on 7 June 2023. Register for the free, virtual event What is Presto? Presto is an open-source, fast and reliable SQL query engine that provides one simple ANSI SQL interface for all your data analytics and your open lakehouse. Some of the biggest companies in the world are contributing to the Presto open-source project, including Meta, Uber and Intel.

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Configure Amazon OpenSearch Service for high availability

AWS Big Data

Amazon OpenSearch Service is a fully open-source search and analytics engine that securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like recommendation engines, ecommerce sites, and catalog search. To be successful in your business, you need your systems to be highly available and performant, minimizing downtime and avoiding failure.

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Go from Engineer to ML Engineer with Declarative ML

KDnuggets

Learn how to easily build any AI model and customize your own LLM in just a few lines of code with a declarative approach to machine learning.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Trakstar unlocks new analytical opportunities for its HR customers with Amazon QuickSight

AWS Big Data

This is a guest post by Brian Kasen and Rebecca McAlpine from Trakstar, now a part of Mitratech. Trakstar , now a part of Mitratech , is a human resources (HR) software company that serves customers from small businesses and educational institutions to large enterprises, globally. Trakstar supercharges employee performance around pivotal moments in talent development.

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KDnuggets News, May 31: Bard for Data Science Cheat Sheet • Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and other LLMs

KDnuggets

Bard for Data Science Cheat Sheet • Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and other LLMs • Data Analytics Tools You Need To Know in 2023 • AI is Eating Data Science • A Deep Dive into GPT Models: Evolution & Performance Comparison

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Generative AI for the Enterprise

Cloudera

Riding the wave of the generative AI revolution, third party large language model (LLM) services like ChatGPT and Bard have swiftly emerged as the talk of the town, converting AI skeptics to evangelists and transforming the way we interact with technology. For proof of this megatrend look no further than the instant success of ChatGPT, where it set the record for the fastest-growing user base, reaching 100 million users in just 2 months after its launch.

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Can you spot the hidden theme of CSO’s Future of Cybersecurity summit?

CIO Business Intelligence

With the rise of generative AI, it was inevitable that it would become an unofficial subtheme of CSO’s Future of Cybersecurity Summit. And yet it still very much fits in with the event’s official theme: smart choices in a fast-changing world. Few things are changing as much as GenAI as a tool for creating content, automating customer service, serving as a virtual assistant, and providing workplace collaboration tools.

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Embedded Analytics Insights for 2024

Organizations look to embedded analytics to provide greater self-service for users, introduce AI capabilities, offer better insight into data, and provide customizable dashboards that present data in a visually pleasing, easy-to-access format. To better understand the factors behind the decision to build or buy analytics, insightsoftware partnered with Hanover Research to survey IT, software development, and analytics professionals on why they make the embedded analytics choices they do.

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Keep it simple: How to succeed at business transformation using behavioral economics

IBM Big Data Hub

Business leaders often think it’s impossible to predict the outcome of a transformation effort—whether employees will embrace a new process, for example, or how customers will react to a new service. They’re missing out on a secret of change management, says IBM Global Managing Partner Jesus Mantas: “You really can predict, for the most part, why people do what they do.” The answers, he says, come from ​​behavioral economics.

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insightsoftware Announces Evolution of Longview Tax for BEPS 2.0 Pillar Two Support

Jet Global

All-in-one tax solution now streamlines Pillar Two reporting and compliance to enhance overall financial planning Standalone option available for companies seeking Pillar Two support within their existing tax solution RALEIGH, N.C. – May 31, 2023 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced the evolution of Longview Tax with capabilities for BEPS 2.0 Pillar Two.

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Accelerating Drug Discovery with AI-based Gene-Disease Link Predictions

Ontotext

As much as we know about certain diseases, many remain a mystery and require a deeper dive into the complex biological world to understand the pathology and underlying mechanisms. While patients are still suffering, scientists are advancing slowly towards new drugs, which are both safe and efficient. To support drug discovery, Ontotext has recently developed a method for gene-disease link prediction, which can help focus research efforts where it would matter most and speed up the drug developme

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Financial Dashboard: Definition, Examples, and How-tos

FineReport

In today’s dynamic business environment, gaining comprehensive visibility into financial data is crucial for making informed decisions. This is where the significance of a financial dashboard shines through. In this article, we will explore the concept of a financial dashboard, highlight its numerous benefits, and provide various kinds of financial dashboard examples for you to employ and explore.

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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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Australia’s CIO50 Team of the Year Awards finalists revealed

CIO Business Intelligence

The finalists in Australia’s 2023 CIO50 Team of the Year Awards have been announced. The team awards are new categories in the prestigious CIO50 awards progam, which is now in its eight year. Along with the unveiling of the annual CIO50 List and the team category winners, the 2023 CIO50 Awards will also recognise the inaugural Next CIO winner and a new Hall of Fame recipient.

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Keep AI Under Control With Dataiku 12

Dataiku

The rise of generative AI, like ChatGPT , Bard, Dolly, DALL-E, and many others, has made AI the topic of conversation from classrooms to boardrooms. As with any innovation, everyone has struggled to understand the potential risks and the rewards, with some people falling flat and others standing on the sidelines — I wonder which is worse.

Risk 52
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I migliori 17 tool per gestire i costi del cloud

CIO Business Intelligence

Sembra ieri che i server cloud costavano pochi euro e che si poteva affittare un rack con una manciata di spiccioli. Quei giorni sono ormai lontani e, quando arriva il conto mensile dell’abbonamento ai relativi servizi, i direttori finanziari vanno su tutte le furie. Anche i team di sviluppatori stanno imparando che le cifre crescono, a volte anche più velocemente del previsto, ed è arrivato tempo di introdurre un po’ di disciplina per contenerle.

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Preventive maintenance vs. predictive maintenance

IBM Big Data Hub

Your maintenance strategy may not be the first thing that springs to mind when thinking about the bottom line. Yet, given that machinery, equipment and systems keep businesses running, maintenance strategies have a major role to play. Without due care and attention, things break—regardless of whether that’s a transformer in an electricity grid, an axle bearing on a train or a refrigerator in a restaurant.

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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.