Analytics Vidhya

JULY 6, 2023

Introduction In this era of Generative Al, data generation is at its peak. Building an accurate machine learning and AI model requires a high-quality dataset. The quality assurance of the dataset is the most critical task, as poor data causes inaccurate analytics and unidentified predictions that can affect the entire repo of any business and […] The post Getting Started with Amazon SageMaker Ground Truth appeared first on Analytics Vidhya.

Machine Learning 296

Machine Learning Modeling Analytics IT 296

Rocket-Powered Data Science

JULY 6, 2023

Artificial intelligence (AI) is top of mind for executives, business leaders, investors, and most workplace employees everywhere. The impacts are expected to be large, deep, and wide across the enterprise, to have both short-term and long-term effects, to have significant potential to be a force both for good and for bad, and to be a continuing concern for all conscientious workers.

Enterprise 183

Enterprise Technology IT Deep Learning 183

Analytics Vidhya

JULY 6, 2023

The global waste crisis is reaching alarming proportions. The World Bank estimates solid waste production will increase by 73% to 3.88 billion tonnes by 2050. Plastic waste, in particular, poses a significant challenge, with over 8.3 billion tonnes produced from the 1950s to 2015. However, a UK start-up called Greyparrot is harnessing the power of […] The post How is AI Technology Transforming Recycling?

Technology 296

Technology Analytics Management 296

Rocket-Powered Data Science

JULY 6, 2023

This year, artificial intelligence (AI) has become a major conversation centerpiece at home, in the park, at the gym, at work, everywhere. This is not entirely due to or related to ChatGPT and LLMs (large language models), though those have been the main drivers. The AI conversations, especially in technical circles, have focused intensively on generative AI, the creation of written content, images, videos, marketing copy, software code, speeches, and countless other things.

Strategy 152

Strategy Enterprise Software Marketing 152

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

Analytics Vidhya

JULY 6, 2023

In recent events, the popular gaming platform, Steam, has taken a firm stance against AI-generated content that may infringe on copyright laws. Several developers have faced rejection and frustration as they attempted to publish games featuring AI-generated assets on the platform. This has sparked a debate in the gaming community about using AI technology and […] The post AI-Generated Content Can Put Developers at Risk appeared first on Analytics Vidhya.

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Risk Publishing Technology Analytics 295

Rocket-Powered Data Science

JULY 6, 2023

Anyone who has been watching the AI space this year, even peripherally, will have noticed the flaming hot story of the year—ChatGPT and related chatbot applications. These AI applications are essentially deep machine learning models that are trained on hundreds of gigabytes of text and that can provide detailed, grammatically correct, and “mostly accurate” text responses to user inputs (questions, requests, or queries, which are called prompts).

Statistics 151

Statistics Deep Learning Machine Learning Modeling 151

CIO Business Intelligence

JULY 6, 2023

Virtually every organization worth its salt is involved in digital transformation, and those efforts are starting to pay dividends, according to F5’s 2023 State of Application Strategy Report. When respondents to F5’s survey of more than 1,000 IT leaders were asked to list the benefits of digital transformation, IT operational efficiency topped the list (cited by 66% of respondents), followed by business operational efficiency (49%), better alignment of IT with business outcomes (47%), employee

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Digital Transformation Reporting Machine Learning Strategy 136

Analytics Vidhya

JULY 6, 2023

The advent of self-driving cars has long been hailed as the future of transportation, promising safer and more efficient journeys. However, as driverless technology becomes a reality in cities like San Francisco, the truth behind this utopian vision appears quite different. Reports suggest that the always-on surveillance cameras embedded in these vehicles may pose a […] The post The Dark Side of Driverless Cars: Invasion of Privacy appeared first on Analytics Vidhya.

Reporting 289

Reporting Technology Analytics 289

CIO Business Intelligence

JULY 6, 2023

While Microsoft, AWS, Google Cloud, and IBM have already released their generative AI offerings, rival Oracle has so far been largely quiet about its own strategy. Instead of launching a competing offering in a rush, the company is quietly preparing a three-tier approach. “Our tier strategy resembles a three-layer cake and each of these layers targets different enterprise customers depending on their needs,” said Karan Batta, vice president of Oracle Cloud Infrastructure (OCI).

Strategy 113

Strategy Metadata Enterprise Modeling 113

KDnuggets

JULY 6, 2023

This article delves into the concept of Chain-of-Thought (CoT) prompting, a technique that enhances the reasoning capabilities of large language models (LLMs). It discusses the principles behind CoT prompting, its application, and its impact on the performance of LLMs.

Modeling 95

Modeling IT 95

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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

CIO Business Intelligence

JULY 6, 2023

Organizations face new challenges associated with protecting distributed assets against cyberattack in the hybrid IT model that most companies will deploy for the foreseeable future. Threats are emerging at a speed that makes it difficult for internal security practitioners to keep pace. There are zero-day attacks that exploit vulnerabilities before security teams are even aware of them.

Software 98

Software Strategy Reporting Modeling 98

KDnuggets

JULY 6, 2023

Project management can be one of the biggest challenges in data science projects. Learn how you can ensure your project management methods are down-packed and effective.

Data Science 86

Data Science Management 86

CIO Business Intelligence

JULY 6, 2023

Achieving environmental, social, and governance (ESG) targets can increase a company’s worth beyond the feel-good. When it’s done right, it can increase company valuation with investors, open windows to subsidies, gain favorable supplier ratings with customers, and make companies attract and retain talent. There is always a complex balance when implementing ESG goals between incentives and penalties to bring about change.

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Cost-Benefit Risk Digital Transformation Risk Management 96

KDnuggets

JULY 6, 2023

Introducing a new tool that offers speed, efficiency, cross-platform compatibility, user-friendliness, and security for deep learning applications.

Deep Learning 86

Deep Learning Machine Learning 86

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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

Dataiku

JULY 6, 2023

Like many organizations, multinational insurance company Aviva has a lot of IT assets, processes, and support teams to manage, and they are always looking for ways to streamline their operations and improve efficiency — and do so at a rapid pace. To address these challenges, Aviva (in conjunction with Wipro) created the Digital Operations Management engine, which uses various tools and techniques to analyze and optimize its IT operations at speed.

Insurance 59

Insurance IT Analytics Optimization 59

KDnuggets

JULY 6, 2023

Techniques to address imbalanced data in the context of classification, while keeping the data distribution in mind.

Machine Learning 88

Machine Learning 88

IBM Big Data Hub

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. This post will dive deeper into the nuances of each field. What is data science? Data science is a broad, multidisciplinary field that extracts value from today’s massive data sets.

Machine Learning 61

Machine Learning Data Science Statistics Deep Learning 61

Ontotext

JULY 6, 2023

In today’s fast changing environment, enterprises that have transitioned from being focused on applications to becoming data-driven gain a significant competitive edge. This shift of both a technical and an outcome mindset allows them to establish a centralized metadata hub for their data assets and effortlessly access information from diverse systems that previously had limited interaction.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

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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

CIO Business Intelligence

JULY 6, 2023

The hybrid IT architecture is here to stay, according to F5’s 2023 State of Application Strategy Report , and that has profound implications for how enterprises should be thinking about modernizing, deploying, and securing applications. Data collected from more than 1,000 survey respondents indicates that IT leaders have come to realize there is simply no one environment that works best for all applications.

IT 52

IT Data Processing Strategy Data Collection 52

MLWhiz

JULY 6, 2023

ChatGPT is what everyone is talking about nowadays. Would it take all the jobs?

IT 52

IT 52

CIO Business Intelligence

JULY 6, 2023

Traditional networking is boring. But multicloud networking is hot, according to the more than 1,000 global IT leaders surveyed for F5’s 2023 State of Application Strategy report. When asked to identify the most exciting technologies of 2023, multicloud networking was cited by 42% of survey respondents. That’s higher than trendy topics like AIOps and edge computing, and a close third to Zero Trust and IT/OT convergence, which each came in at 44%.

Strategy 52

Strategy Reporting Optimization Technology 52

AWS Big Data

JULY 6, 2023

Extracting time series on given geographical coordinates from satellite or Numerical Weather Prediction data can be challenging because of the volume of data and of its multidimensional nature (time, latitude, longitude, height, multiple parameters). This type of processing can be found in weather and climate research, but also in applications like photovoltaic and wind power.

Machine Learning 125

Machine Learning Visualization IoT Digital Transformation 125

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

IBM Big Data Hub

JULY 6, 2023

These computer science terms are often used interchangeably, but what differences make each a unique technology? Technology is becoming more embedded in our daily lives by the minute. To keep up with the pace of consumer expectations, companies are relying more heavily on machine learning algorithms to make things easier. You can see its application in social media (through object recognition in photos) or in talking directly to devices (like Alexa or Siri).

Deep Learning 64

Deep Learning Machine Learning Unstructured Data Modeling 64

CIO Business Intelligence

JULY 6, 2023

Scarcely is an institution as important to a nation as a competent and impartial media house. ABP Private Limited, headquartered out of Kolkata, India, stands out as an organization that delivers news to millions of Indian citizens through its various platforms. The media conglomerate completed a hundred years in 2022. Subhamoy Chakraborti, Chief Technology Officer of ABP Private Limited, spearheads the technological advancements under his ambit in the media house, which publishes two daily news

Digital Transformation 98

Digital Transformation Experimentation Recreation/Entertainment Technology 98

IBM Big Data Hub

JULY 6, 2023

As modern IT environments have grown in complexity, the number of tools used to manage them has also proliferated. It is more challenging than ever for IT operations (ITOps) teams to maintain a complete view of their end-to-end IT environment and effectively manage events and incidents. That’s why IBM is thrilled to announce the General Availability (GA) of IBM AIOps Insights , an AI-powered solution designed to address these challenges head-on and help transform the way central ITOps team

Management 59

Management IT Metrics Data-driven 59

CIO Business Intelligence

JULY 6, 2023

Organizations can reap a range of benefits from deploying automation tools such as robotic process automation (RPA). But adding artificial intelligence (AI) to the mix is where an even bigger payoff can come. “Organizations have been combining automation and AI technologies for a few years now to improve their business processes,” says Maureen Fleming, program vice president at research firm IDC.

Cost-Benefit 119

Cost-Benefit Technology Unstructured Data Testing 119

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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.

Big Data

IBM Big Data Hub

JULY 6, 2023

To achieve a step-change in business performance, organizations are combining technology modernization and sustainability into their core business processes. To do this requires improving user support tools that can help business leaders with the increasingly complex decisions needed to optimize across cost, service level, working capital and sustainability.

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Cost-Benefit Business Driver Consulting ROI 58

IBM Big Data Hub

JULY 6, 2023

India’s Business Responsibility and Sustainability Report (BRSR)—a framework for environmental, social and governance (ESG) reporting—comes into effect in 2023. These new reporting standards represent an evolution from the voluntary guidelines first issued in 2009 by India’s Ministry of Corporate Affairs, which were further refined in the Business Responsibility Report (BRR) of 2012.

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Reporting Slice and Dice Insurance Metrics 56