Sat.Aug 20, 2022 - Fri.Aug 26, 2022

article thumbnail

Geopolitical risks could present new opportunities for CIOs: Gartner

CIO Business Intelligence

Digital geopolitics, emanating from cross-country politics, is rapidly becoming an issue that multinational CIOs must step up to lead, according to Gartner. Gartner predicts that by 2026 about 70% of multinational enterprises will adjust the countries in which they operate by hedging to reduce their geopolitical exposure. The research firm defines geopolitics as the geographic influence on power relationships in international relations.

Risk 145
article thumbnail

7 Techniques to Handle Imbalanced Data

KDnuggets

This blog post introduces seven techniques that are commonly applied in domains like intrusion detection or real-time bidding, because the datasets are often extremely imbalanced.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

What is the IoT and How is it Changing the World?

Smart Data Collective

The Internet of Things (IoT) has been on the rise in recent years, and it’s becoming more and more common among consumers, businesses, and governments alike. IoT refers to any connected physical device that can send or receive data over the internet, including smartphones, computers, speakers, security cameras, thermostats, door locks, vehicles—the list goes on and on.

IoT 124
article thumbnail

Palantir Operationalizes Analytics and Data for Actions and Decisions

David Menninger's Analyst Perspectives

Organizations are managing and analyzing large datasets every day, identifying patterns and generating insights to inform decisions. This can provide numerous benefits for an organization, such as improved operational efficiency, cost optimization, fraud detection, competitive advantage and enhanced business processes. By bringing the right, actionable data to the right user, organizations can potentially speed up processes and make more effective operational decisions.

article thumbnail

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.

article thumbnail

A primer on AWS Lambda Function

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction While deploying an application, developers often face challenges concerning purchasing, provisioning, and managing backend servers. AWS Lambda is a service that allows developers to run code without having to set up and manage such servers and hence is often classified under the […].

article thumbnail

8 ways CIOs and CHROs can collaborate for business impact

CIO Business Intelligence

CIOs have a lot to gain by working with their C-suite colleagues, if for no other reason than to gain a better perspective on different areas of the business. One of the most important relationships a technology leader can forge is with the chief human resources officer (CHRO). From employee engagement to training, HR executives are involved in a lot of initiatives that have a direct impact on IT.

More Trending

article thumbnail

How to Package and Distribute Machine Learning Models with MLFlow

KDnuggets

MLFlow is a tool to manage the end-to-end lifecycle of a Machine Learning model. Likewise, the installation and configuration of an MLFlow service is addressed and examples are added on how to generate and share projects with MLFlow in Layer.

article thumbnail

Using AWS Athena and QuickSight for Data Analysis

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Ever wondered how to query and analyze raw data? Also, have you ever tried doing this with Athena and QuickSight? This blog post will walk you through the necessary steps to achieve this using Amazon services and tools. Amazon’s perfect combination of […]. The post Using AWS Athena and QuickSight for Data Analysis appeared first on Analytics Vidhya.

article thumbnail

8 traits of highly efficient CIOs

CIO Business Intelligence

With the range and volume of responsibilities they must shoulder, every CIO aims for maximum efficiency in their work. After all, efficient IT leaders are better positioned to avoid mistakes while achieving key goals rapidly and effectively. Efficient CIOs also work hard to generate maximum business value, an attribute that management colleagues are sure to notice and appreciate.

Software 122
article thumbnail

Albanian Bitcoin Investors Tap the Power of Predictive Analytics

Smart Data Collective

Business Partner Magazine recently published an article on the growing popularity of bitcoin trading in Albania. Many investors have started trading bitcoins and other cryptocurrencies in recent years. Although bitcoin trading is still fairly new to the South European country, these traders have to compete against more experienced investors abroad. Fortunately, there are a number of ways that they can do so.

article thumbnail

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.

article thumbnail

Tuning Random Forest Hyperparameters

KDnuggets

Hyperparameter tuning is important for algorithms. It improves their overall performance of a machine learning model and is set before the learning process and happens outside of the model.

article thumbnail

How is Web3.0 Related to the Metaverse?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Decentralized protocols, such as blockchain, the technology behind bitcoin transactions, will be employed in the web 3.0 revolution. It aims to overcome some of the primary drawbacks and flaws of the present internet era by tackling the crucial concerns of data ownership […].

article thumbnail

Making Banking a More Effortless Experience

CIO Business Intelligence

Along with nearly every other industry, banking is facing greater competitive pressure than ever. The need for innovation is growing, along with the ability to deliver more effortless experiences for customers and employees. As banks continue to face this reality, they’re also tasked with addressing a variety of rapidly changing issues, including those surrounding data protection, adoption of cryptocurrency, and anonymizing data (AI models). .

article thumbnail

AI Helps Automate Tax Compliance Procedures

Smart Data Collective

AI technology has helped companies boost profitability and increase efficiency in many ways. According to most surveys, 90% of the most successful companies use AI to some degree. One of the most beneficial applications of AI is in the realm of tax compliance. You can automate your tax compliance process by using sophisticated AI-driven software. AI is Becoming Essential for Promoting Tax Compliance.

article thumbnail

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.

article thumbnail

Top Posts August 15-21: How to Perform Motion Detection Using Python

KDnuggets

How to Perform Motion Detection Using Python • The Complete Collection of Data Science Projects – Part 2 • Free AI for Beginners Course • Decision Tree Algorithm, Explained • What Does ETL Have to Do with Machine Learning?

article thumbnail

Deep Learning Vision: Digitizing the World

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The body of knowledge and practice known as Deep Learning gives us a way to understand patterns, quantify relationships, and predict the future. Deep Learning helps us understand the world. The world is interconnected. Deep learning can show these connections and possibilities. […].

article thumbnail

Sharing Responsibility for Data Security in the Cloud

CIO Business Intelligence

As organizations shape the contours of a secure edge-to-cloud strategy, it’s important to align with partners that prioritize both cybersecurity and risk management, with clear boundaries of shared responsibility. The security-shared-responsibility model is essential when choosing as-a-service offerings, which make a third-party partner responsible for some element of the enterprise operational model.

article thumbnail

Ray Co-creator Robert Nishihara: How Easy Distributed Computing Changes Everything in Data Science

Domino Data Lab

What if you wanted to do something really ambitious in data science–something like designing an innovative new search engine? Today, that would be a daunting task, and you’d probably need a big, highly qualified team of data scientists and programmers to bring your innovation to life. And you’d need months, if not years, to finish it.

article thumbnail

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.

article thumbnail

Machine Learning is Not Like Your Brain Part Seven: What Neurons are Good At

KDnuggets

Thus far, this series has focused on things that Machine Learning does or needs which biological neurons simply can’t do. This article turns the tables and discusses a few things that neurons are particularly good at.

article thumbnail

Working with Images and Videos using OpenCV

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction As we all know, Computer Vision has gained huge popularity in Machine Learning and Artificial Intelligence. The image recognition skill allows computers to process more information than the human eye, often faster and more accurately, or simply when people are not involved in […].

article thumbnail

NaaS and the “Experience Economy”

CIO Business Intelligence

By: Amrita Shergill, Account Manager, NaaS and Ecosystem Sales at Aruba, a Hewlett Packard Enterprise Company. Post pandemic trends have accelerated the need for agility in IT, network procurement, and management. IT procurement cycles have accelerated and investments have increased – much more than pre-COVID. According to a IDC 1 , 71 percent of organizations report their long-term planning cycles have shortened due to COVID-19, with 82 percent of the same participants stating that long-term pl

article thumbnail

The Cloud Creates Opportunities for Algerian Bitcoin Investors

Smart Data Collective

Cloud technology has touched countless industries. Since there are many benefits of leveraging the cloud, the market for cloud services is projected to be worth over $791 billion by 2028. Algeria has been impacted by cloud technology as much as any other country. Although almost every profession has been touched by cloud computing, bitcoin investors are among those most heavily affected.

article thumbnail

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.

article thumbnail

Support Vector Machines: An Intuitive Approach

KDnuggets

This post focuses on building an intuition of the Support Vector Machine algorithm in a classification context and an in-depth understanding of how that graphical intuition can be mathematically represented in the form of a loss function. We will also discuss kernel tricks and a more useful variant of SVM with a soft margin.

article thumbnail

ETL and Workflow Orchestration Tools

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we attempt to capture the complexity of ETL and workflow orchestration tools, which aid in better data management and control by providing multiple alternatives for performing various operations in discrete blocks while maintaining visibility and clear goals for each action.

article thumbnail

Guarantee that Your Enterprise Will Recover from a Ransomware or Malware Cyberattack

CIO Business Intelligence

A cyberattack hits an enterprise. The CEO wants answers; the CFO is worried about the economic impact; the COO fears a halt to operations, and the CMO prepares to handle the fallout and customer impact. An emergency meeting in the corporate boardroom is called. Calmly and confidently, the CIO walks into the room and informs the C-suite that the recovery of the enterprise’s data will start immediately – yes, in a minute or less – to nullify the effects of the ransomware attack, thanks to a cyber

article thumbnail

Data-Driven Marketing: 4 Key Advantages

Smart Data Collective

We have talked about the many different sectors that have been shaped by big data in recent years. One of the professions most affected has been marketing. The bedrock of today’s advertising methods and a requirement for delivering personalized experiences is data-driven marketing. As the name implies, it provides brands and companies with concrete insight into the techniques likely to draw consumers in and whether or not your campaign is producing the desired results.

article thumbnail

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.

article thumbnail

KDnuggets Top Posts for July 2022: Machine Learning Algorithms Explained in Less Than 1 Minute Each

KDnuggets

Machine Learning Algorithms Explained in Less Than 1 Minute Each • Free Python Automation Course • Free Python Crash Course • The 5 Hardest Things to Do in SQL • 16 Essential DVC Commands for Data Science • 12 Essential VSCode Extensions for Data Science • Parallel Processing Large • File in Python • Linear Algebra for Data Science.

article thumbnail

Simplifying AI Models with the PEAS Representation System

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The capability of an artificial machine to think and act rationally or like a human can be called Artificial Intelligence. Artificial intelligence is a subset of data science that gives life to a machine. Data scientists perform predictive data analysis based on […].

Modeling 271
article thumbnail

An Edge Vision for the Metaverse

CIO Business Intelligence

Having many hundreds of interconnected devices in what we now call edge environments is nothing new. In manufacturing and engineering facilities, PLCs (programmable logic controllers) have been attenuating and monitoring industrial devices since the invention of the microchip. What’s different now is that the concept of what will comprise a network node is changing rapidly, along with the number of interconnected devices.

article thumbnail

IBM named a leader in the 2022 Gartner® Magic Quadrant™ for Data Integration Tools

IBM Big Data Hub

Forward thinking businesses see the value and potential that multicloud adoption offers. The only question is, how do you ensure effective ways of breaking down data silos and bringing data together for self-service access? It starts by modernizing your data integration capabilities – ensuring disparate data sources and cloud environments can come together to deliver data in real time and fuel AI initiatives.

article thumbnail

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.