DataKitchen

JUNE 19, 2023

The need to balance data safety with new data initiatives, deliver business value, and change company culture around data tops this year's list of data and analytics management challenges. To help bring new resources and innovation to light, each year, Database Trends and Applications magazine presents the DBTA 100, a list of forward-thinking companies seeking to expand what's possible with data for their customers.

Data-driven 246

Data-driven Software Technology Management 246

CIO Business Intelligence

JUNE 22, 2023

AI is quickly becoming an essential part of daily work. It’s already being used to help improve operational processes, strengthen customer service, measure employee experience, and bolster cybersecurity efforts, among other applications. And with AI deepening its presence in daily life, as more people turn to AI bot services, such as ChatGPT, to answer questions and get help with tasks, its presence in the workplace will only accelerate.

IT 105

IT Machine Learning Deep Learning Technology 105

DataKitchen

JUNE 19, 2023

Introducing The Five Pillars Of Data Journeys “There are those who discover they can leave behind destructive reactions and become patient as the earth, unmoved by fires of anger or fear, unshaken as a pillar, unperturbed as a clear and quiet pool.” – Gautama Buddha When your data team is in crisis from errors in production, complaining customers, and uncaring data providers, we all wish we could be unshaken as the Buddha.

Testing 130

Testing Cost-Benefit Metrics Data Quality 130

O'Reilly on Data

JUNE 20, 2023

Understanding AI’s mysterious “opaque box” is paramount to creating explainable AI. This can be simplified by considering that AI, like all other technology, has a supply chain. Knowing what makes up the supply chain is critical to enforcing the security of the AI system, establishing trust with the consumer of the AI’s output, and protecting your organization from undue risk.

Modeling 198

Modeling Machine Learning Enterprise Technology 198

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.

Management

IBM Big Data Hub

JUNE 20, 2023

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.

Forecasting 106

Forecasting Technology Modeling Software 106

Analytics Vidhya

JUNE 17, 2023

Introduction Crop yield prediction is an essential predictive analytics technique in the agriculture industry. It is an agricultural practice that can help farmers and farming businesses predict crop yield in a particular season when to plant a crop, and when to harvest for better crop yield. Predictive analytics is a powerful tool that can help […] The post Crop Yield Prediction Using Machine Learning And Flask Deployment appeared first on Analytics Vidhya.

Machine Learning 391

Machine Learning Predictive Analytics Analytics IT 391

BA Learnings

JUNE 17, 2023

Going freelance is exciting. You don’t have the restrictions of a regular 9 to 5 office job. You can choose your own hours. You can choose your own clients, and you can choose your own office space. There is a lot more freedom that comes with this type of work, but that freedom comes at a price. You won’t have the same safety nets as someone working at a regular office job.

Insurance 130

Insurance Manufacturing Reporting IT 130

CIO Business Intelligence

JUNE 22, 2023

Technology has quickly become a top priority for businesses across every industry. So much so that IT roles are no longer just the purview of the IT department. Every business unit has a stake in the IT services, apps, networks, hardware, and software needed to meet business goals and objectives, and many of them are hiring their own technologists. While Silicon Valley still pays top dollar for IT pros, the war for talent has moved beyond the technology industry, with other verticals vying for t

IT 122

IT Insurance Recreation/Entertainment Consulting 122

Analytics Vidhya

JUNE 19, 2023

Introduction OpenAI’s API, developed by OpenAI, provides access to some of the most advanced language models available today. By leveraging this API and using LangChain & LlamaIndex, developers can integrate the power of these models into their own applications, products, or services. With just a few lines of code, you can tap into the vast knowledge […] The post Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction appeared first on Analytics Vidhya.

Modeling 389

Modeling Analytics 389

Smart Data Collective

JUNE 21, 2023

Artificial intelligence has changed marketing in extraordinary ways, which is why the market for AI in the marketing profession is booming. Marketing companies spent over $35 billion on AI in marketing research alone last year, but they are likely to spend as much on AI-driven SEO. Search engine optimization (or SEO) is a broad and highly complicated area and if you are a new business owner discovering it for the first time, it can feel terribly overwhelming.

Optimization 121

Optimization Marketing Strategy ROI 121

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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?

Analytics

BA Learnings

JUNE 17, 2023

Accurate underground utility detection in construction and infrastructure projects is paramount to ensure efficient operations and mitigate potential risks. Magnetic locators have emerged as indispensable tools in these industries, offering a reliable and efficient solution for locating buried utilities and structures. Now, we will explore the importance of magnetic locators and their applications, highlighting the benefits they bring to construction and infrastructure projects.

Cost-Benefit 130

Cost-Benefit Risk Optimization IT 130

CIO Business Intelligence

JUNE 20, 2023

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

IT Software Reporting Marketing 120

Analytics Vidhya

JUNE 22, 2023

Macquarie’s Banking and Financial Services Group has joined forces with Google Cloud to harness the power of artificial intelligence (AI) and machine learning (ML) in an exciting collaboration to revolutionize the banking industry. This partnership aims to enhance customer banking experiences by developing predictive analysis models and streamlining banking processes through automation.

Machine Learning 379

Machine Learning Modeling Analytics 379

KDnuggets

JUNE 20, 2023

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

Modeling IT Machine Learning 112

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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.

Visualization

BA Learnings

JUNE 17, 2023

Canada, renowned for its friendly people, high quality of life, and diverse landscape, is a haven for entrepreneurs seeking to establish successful businesses. The country offers a plethora of opportunities across various industries, such as technology, eco-friendly solutions, healthcare, and wellness. In this article, we explore the thriving business landscape in Canada and discuss critical factors to consider when launching a venture in this dynamic environment.

Recreation/Entertainment 130

Recreation/Entertainment Manufacturing Marketing Technology 130

CIO Business Intelligence

JUNE 23, 2023

According to the MIT Technology Review Insights Survey, an enterprise data strategy supports vital business objectives including expanding sales, improving operational efficiency, and reducing time to market. It can also help organizations enter new product or service markets, as well as improve innovation, maintenance of physical assets, and ESG. The problem is today, just 13% of organizations excel at delivering on their data strategy.

Data Strategy 116

Data Strategy Strategy Visualization Consulting 116

Analytics Vidhya

JUNE 19, 2023

Google, the world’s leading search engine, has made significant strides in understanding and adapting to artificial intelligence (AI) technology. At the recent Google Search Central Live Tokyo 2023 event, Gary Illyes and other experts shared valuable insights into Google’s approach to AI-generated content. In this article, we will delve into Google’s policy on AI content […] The post How Google Rates Content: Latest Updates appeared first on Analytics Vidhya.

Technology 361

Technology Analytics Optimization 361

KDnuggets

JUNE 20, 2023

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

Modeling IT 112

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.

Experimentation

Jet Global

JUNE 22, 2023

As a Chief Financial Officer (CFO), you are the pinnacle of the corporate financial food chain. The lion of the jungle. But does this mean your journey ends there? Definitely not. There are always new things to be learning and experiences to help you guide your company through the waves of the business cycle. We have compiled a list of resources to help you on your journey as a CFO.

KPI 105

KPI Finance Dashboards Digital Transformation 105

CIO Business Intelligence

JUNE 20, 2023

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.

Consulting 111

Consulting IT Cost-Benefit ROI 111

Analytics Vidhya

JUNE 20, 2023

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

Forecasting 361

Forecasting Modeling Analytics Statistics 361

KDnuggets

JUNE 21, 2023

This article elaborates on the importance of Explainable AI (XAI), what the challenges in building interpretable AI models are, and some practical guidelines for companies to build XAI models.

Machine Learning 111

Machine Learning Modeling 111

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.

Management

Timo Elliott

JUNE 19, 2023

I recently recorded a stream-of-consciousness video interview on the top topics that SAP Partners (and customers!) should be taking account of in the coming months and years. Here’s the recording and a transcript below: SAP Innovation Evangelist SAP on the top topics SAP Partners should be thinking about. Hello everyone, my name is Timo Elliott and I’m an Innovation Evangelist for SAP and there are four topics that I think should be top of mind for partners around the world.

Data Lake 105

Data Lake Digital Transformation Recreation/Entertainment Technology 105

CIO Business Intelligence

JUNE 23, 2023

Businesses that adopt a low-code/no-code-enabled platform find they’re freed from heavily depending on dedicated IT when non-technical users can more easily pursue application development. But low-code/no-code’s value far exceeds this key benefit. In today’s world, as technology changes at lightning speed, a low-code/no-code platform provides the critical foundation enterprises need to quickly adapt to modern technology, paving the way for future growth.

Digital Transformation 105

Digital Transformation Metrics Technology Enterprise 105

Analytics Vidhya

JUNE 19, 2023

Efficient decision-making is the result of combining information, analysis, and effectiveness. That’s why businesses of all types and sizes are embracing data visualization, albeit often with a simplified approach. Power BI and Tableau, popular and user-friendly data visualization tools, help businesses organize large datasets. While both software are crucial for efficient data organization, comparing Power […] The post Power BI vs Tableau: Similarities and Differences appeared first

Visualization 357

Visualization Software Analytics 357

KDnuggets

JUNE 21, 2023

Learn everything about the most popular Machine Learning algorithm, Linear Regression, with its Mathematical Intuition and Python implementation.

Machine Learning 113

Machine Learning IT 113

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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.

Analytics

IBM Big Data Hub

JUNE 20, 2023

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.

Manufacturing 96

Manufacturing Data-driven Internet of Things Sales 96

CIO Business Intelligence

JUNE 23, 2023

Industry clouds are increasingly becoming go-to solutions for IT leaders seeking services tailored to their verticals. For most enterprises, this involves deploying existing industry-specific offerings from SaaS providers or hypervisors. For the innovative few, co-creating custom industry solutions in conjunction with cloud providers can not only fulfill an internal need but also provide the opportunity to develop a new source of revenue from their IT IP.

Manufacturing 105

Manufacturing Digital Transformation Cost-Benefit Enterprise 105

Analytics Vidhya

JUNE 22, 2023

Introduction A good way to get in-depth knowledge about Transformer models is to learn about attention mechanisms. In this light, learning about multi-head attention in particular before learning other types of attention mechanisms is also a great choice. This is because the concept tends to be a bit easier to grasp. Attention mechanisms can be […] The post Understanding Attention Mechanisms Using Multi-Head Attention appeared first on Analytics Vidhya.

Modeling 344

Modeling Analytics Deep Learning 344

DataKitchen

JUNE 19, 2023

DataOps TestGen Technical Product Overview

130

130

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing