Tue.Jun 20, 2023

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SARIMA Model for Forecasting Currency Exchange Rates

Analytics Vidhya

Introduction Forecasting currency exchange rates is the practice of anticipating future changes in the value of one currency about another. Currency forecasting may assist people, corporations, and financial organizations make educated financial decisions. One of the forecasting techniques that can be used is SARIMA. SARIMA is an excellent time series forecasting technique for estimating time series […] The post SARIMA Model for Forecasting Currency Exchange Rates appeared first on Analyti

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Minimizing the negative impact of IT through design and circularity

CIO Business Intelligence

In a previous blog , I described the three areas of product development and operation that HPE Aruba Networking focuses on when designing our products for IT efficiency and sustainable operations—like how products are made, how they work, and how they are being used. But what about the product lifecycle itself? With sustainability now a growing business imperative, product lifecycle has become a hot topic.

IT 120
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How to Use AI in Real Estate?

Analytics Vidhya

AI is making waves across various industries, and the real estate sector is no exception. With its potential to revolutionize how we buy, sell, and invest in properties, AI is reshaping the landscape of real estate. From automating processes and providing valuable insights into property pricing to streamlining commercial and multi-family real estate operations, AI […] The post How to Use AI in Real Estate?

Analytics 331
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Orca LLM: Simulating the Reasoning Processes of ChatGPT

KDnuggets

Orca is a 13B parameter model that learns to imitate the reasoning processes of LFMs. It uses progressive learning and teacher assistance from ChatGPT to overcome capacity gaps. By leveraging rich signals from GPT-4, Orca enhances its capabilities and improves imitation learning performance.

Modeling 112
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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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China’s Hidden Market for Powerful Nvidia AI Chips

Analytics Vidhya

Deep within the bustling streets of Shenzhen’s Huaqiangbei electronics area, an underground market for high-end Nvidia AI chips has emerged. This hidden world operates discreetly as vendors navigate export restrictions and intense demand for these cutting-edge processors. In this article, we delve into the intriguing details of China’s clandestine trade in Nvidia chips, revealing the […] The post China’s Hidden Market for Powerful Nvidia AI Chips appeared first on Analyti

Marketing 331
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A Practical Guide to Transfer Learning using PyTorch

KDnuggets

In this article, we’ll learn to adapt pre-trained models to custom classification tasks using a technique called transfer learning. We will demonstrate it for an image classification task using PyTorch, and compare transfer learning on 3 pre-trained models, Vgg16, ResNet50, and ResNet152.

Modeling 112

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8 ways to detect (and reject) terrible IT consulting advice

CIO Business Intelligence

Welcome to the golden age of experts. It’s hard to go anywhere in IT these days, physically or virtually, without bumping into someone offering IT advice. The problem, of course, is that many experts — even those affiliated with major organizations — are sometimes wrong. Or, more commonly, they might be right about some things and wrong about others.

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Find How ChatGPT Gives Away Free Windows 11!

Analytics Vidhya

In a stunning turn of events, ChatGPT users have discovered a remarkable workaround that grants them access to free license keys for popular software, including Microsoft Windows 11 Pro. By leveraging the notorious ‘grandma exploit’, these savvy users have managed to bypass the restrictions set by ChatGPT’s creator OpenAI. The implications of this discovery have […] The post Find How ChatGPT Gives Away Free Windows 11!

Software 330
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The Hybrid Cloud Forecast: A podcast with IBM Fellows

IBM Big Data Hub

In the Spring of 2021, my manager at the time, Jerry Cuomo, suggested that I start my own podcast. He had—and still has—a podcast called “ The Art of Automation ,” and he suggested that it was a great experience I should have, too. The topic? “How about hybrid cloud?” he suggested. And that is how the idea and the name were born.

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AI Software in Call Centers Revolutionizes Customer Service

Analytics Vidhya

The rapid advancement of artificial intelligence (AI) technology has brought about a transformative shift in customer service and support, especially with the introduction of chatbots. Industries spanning telecommunications, insurance, banking, utilities, and government agencies are poised to embrace AI-powered solutions in the coming years. While proponents of this next-generation automated support system envision unparalleled benefits, […] The post AI Software in Call Centers Revolutioni

Software 329
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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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3 ways to advance sustainability in high performance computing

CIO Business Intelligence

Finding the answer to the world’s most pressing issues rests on one crucial capability: high performance computing (HPC). With HPC, complex questions that have puzzled humankind for centuries are being unraveled at record speeds–such as unlocking mysteries of the universe, finding cures for diseases, sequencing DNA, and mitigating the impacts of climate change.

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SRGANs: Bridging the Gap Between Low-res and High-res Images 

Analytics Vidhya

Introduction Imagine a scenario where you find an old family photo album hidden in a dusty attic. You will immediately clean the dust and with the most excitement, you will flip through the pages. And you found a picture from many years ago. But still, you look aren’t happy because the picture is faded and […] The post SRGANs: Bridging the Gap Between Low-res and High-res Images appeared first on Analytics Vidhya.

Analytics 322
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Re-invent your warranty process with a digital twin

IBM Big Data Hub

According to Warranty Week , claims totaling 46 billion USD were paid by the global automotive Original Equipment Manufacturers in 2021. 54 billion USD in accruals have been made. This means that based on experience, roughly $630 per vehicle sold is held back for upcoming warranty issues. The challenge to avoid or reduce warranty claims and their costs is enormous, as flaws can happen along the complete value chain.

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What is the Difference Between Likelihood and Probability?

Analytics Vidhya

Likelihood and probability are interrelated and often confused terms finding common usage in data science and business. Both probabilities are associated with probabilities but differ in definition and usage. The article aims to clarify likelihood vs probability definitions, usage, and misconceptions for better understanding and application in the respective field.

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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.

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Enabling a sovereign cloud using a multicloud foundation: Technology executive considerations

CIO Business Intelligence

The adoption of multiple clouds by European business and public agencies continues to increase due to the need for competitive differentiation and growth through speed, quality, and the delivery of great customer experiences. To achieve these goals, IT and business executives must manage challenges across data governance, security, and compliance to protect sensitive customer, citizen, and country data using privacy, access, and security controls.

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Transform Your Images with Adobe Illustrator’s ‘Generative Recolor’ AI

Analytics Vidhya

Adobe, the renowned design software company, has made an announcement that will empower designers and marketers. They have introduced a cutting-edge AI feature called “Generative Recolor” for Adobe Illustrator, enabling users to transform the colors, themes, and fonts of graphics with the help of text prompts. This development represents Adobe’s commitment to integrating generative AI […] The post Transform Your Images with Adobe Illustrator’s ‘Generative Recolor

Software 320
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Building a unified developer experience for z/OS and cloud applications with the IBM Z and Cloud Modernization Stack

IBM Big Data Hub

Emerging cloud-based technology trends like artificial intelligence (AI) , the Metaverse, the Internet of Things (IoT) and edge computing are evolving at a rapid pace, seemingly adding new capabilities every few months to fundamentally transform how people and organizations interact with them. For enterprises to match scale and speed, it is critical to modernize their core business applications to accelerate innovation.

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ChatGPT Like ChatBot Zhinao Knows What & What Not to Say

Analytics Vidhya

Generative artificial intelligence (AI) has taken center stage in the tech world, but its operation in tightly controlled internet environments remains largely shrouded in secrecy. However, a Chinese tech firm, 360 Security Technology, has recently shed light on how its ChatGPT-like service, Zhinao, navigates China’s strict censorship regime. Let’s dive into this unveiling and explore […] The post ChatGPT Like ChatBot Zhinao Knows What & What Not to Say appeared first on A

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Asset lifecycle management strategy: What’s the best approach for your business?

IBM Big Data Hub

Assets are the lifeblood of any successful business—from software programs tailored to meet an enterprise’s unique needs to a pipeline that stretches across oceans. One of the most important strategic decisions a business leader can make is how these assets are cared for over the course of their lifespans. Whether you’re a small enterprise with only a few assets or a large-scale corporation with offices spanning the globe, asset lifecycle management, or ALM, is a fundamental pa

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AI Now On-Air: Meet World’s First RJ Bot Ashley

Analytics Vidhya

Live 95.5, a popular radio station based in Portland, Oregon, has taken a bold step into the future by introducing AI Ashley, the world’s first artificially intelligent RJ. Powered by Futuri Media’s RadioGPT technology, this AI host is revolutionizing the airwaves, captivating listeners with her charm & seamless delivery. Let’s explore the fascinating world of […] The post AI Now On-Air: Meet World’s First RJ Bot Ashley appeared first on Analytics Vidhya.

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From Safe Spaces to Innovative Solutions: How ERGs Can Drive Inclusion in Software Development

Dataiku

At Dataiku, we believe that diversity and inclusion in the workplace are essential for building AI systems that benefit everyone.

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Modern Data Engineering with MAGE: Empowering Efficient Data Processing

Analytics Vidhya

Introduction In today’s data-driven world, organizations across industries are dealing with massive volumes of data, complex pipelines, and the need for efficient data processing. Traditional data engineering solutions, such as Apache Airflow, have played an important role in orchestrating and controlling data operations in order to tackle these difficulties.

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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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A Data Scientist’s Essential Guide to Exploratory Data Analysis

KDnuggets

Best practices, techniques, and tools to fully understand your data.

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Auditing Database Access and Change

TDAN

The increasing burden of complying with government and industry regulations imposes significant, time-consuming requirements on IT projects and applications. And nowhere is the pressure to comply with regulations greater than on data stored in corporate databases. Organizations must be hyper-vigilant as they implement controls to protect and monitor their data.

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3 Ways to Access Claude AI for Free

KDnuggets

Experience one of the leading conversational AI models without subscription fees.

Modeling 108
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AI Creats Better Software Development Solutions to Google Sheets

Smart Data Collective

A couple of months ago, CNBC published an article citing the major changes that are coming from artificial intelligence. Google is among the many companies that are making it a priority. We have talked about some of the major changes that big data and artificial intelligence have brought to Google. For example, we mentioned that Google Analytics is evolving quickly and shared some tips on how to use it.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Through the Looking Glass: The Sounds of Data, Part 2

TDAN

In Part 1 of The Sounds of Data, I wrote about the power of sonification, which translates data into sounds and music. I finished the article with a cliffhanger.

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How Data is Changing the Media & Entertainment Industry

CIO Business Intelligence

In the media and entertainment business, success is engaging viewers and creating “stickiness.” That happens when you understand viewer preferences and understand how audiences interact or consume content. It’s key to make informed decisions from what can be massive amounts of data you manage effectively. Nearly every business in this industry collects massive amounts of digital information: gaming, cable, and streaming companies maintain detailed usage information on millions of su

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Get Rid of Data Silos

TDAN

All business is, to some extent, a data-driven endeavour. Whether it be marketing, planning, or customer service, knowledge is power. Your company needs a system for effectively managing data. One of the great enemies of a good system is data silos. What are Data Silos? As your business develops, it gathers more and more data.

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Start with digital documents to make your workplace more accessible

CIO Business Intelligence

In today’s rapidly evolving work and customer landscape, accessibility is a crucial consideration in ensuring employees and customers can fully participate in the experiences brands provide – and generally part of being a responsible corporate citizen. However, a recent Adobe survey found that only about half of brands are investing in making experiences more accessible for customers (51%) and employees (48%).

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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.