Wed.Jun 21, 2023

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Time-Series Forecasting Using Attention Mechanism

Analytics Vidhya

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. Accurate predictions can help businesses make informed decisions, optimize processes, and gain a competitive edge. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

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AI is Disrupting SEO in Huge Ways in 2023

Smart Data Collective

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.

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Machine Learning Unlocks Insights For Stress Detection

Analytics Vidhya

Introduction Stress is a natural response of the body and mind to a demanding or challenging situation. It is the body’s way of reacting to external pressures or internal thoughts and feelings. Stress can be triggered by a variety of factors, such as work-related pressure, financial difficulties, relationship problems, health issues, or major life events. […] The post Machine Learning Unlocks Insights For Stress Detection appeared first on Analytics Vidhya.

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Closing the Gap Between Human Understanding and Machine Learning: Explainable AI as a Solution

KDnuggets

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.

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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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DeepMind’s AI Master Gamer: Learns 26 Games in 2 Hours

Analytics Vidhya

Reinforcement learning, a core research area of Google DeepMind, holds immense potential for solving real-world problems using AI. However, its training data and computing power inefficiency has posed significant challenges. DeepMind, in collaboration with researchers from Mila and Université de Montréal, has introduced an AI agent that defies these limitations.

Analytics 319
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Generative AI won’t automate your way to business model innovation

CIO Business Intelligence

Generative AI is changing the world of work, with AI-powered workflows now slated to streamline customer service, employee experience, IT, and other fields. If we just slap the letters “GPT” to our efforts, everything will be right on track, right? Nope. Integrating artificial intelligence into business has spawned enterprise-wide automation. One report estimates that 4,000 positions were eliminated by AI in May alone.

Modeling 105

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Making Predictions: A Beginner’s Guide to Linear Regression in Python

KDnuggets

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

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Transforming PDFs: Summarizing Information with Transformers in Python

Analytics Vidhya

Introduction Transformers are revolutionizing natural language processing, providing accurate text representations by capturing word relationships. Extracting critical information from PDFs is vital today, and transformers offer an efficient solution for automating PDF summarization. The adaptability of transformers makes these models invaluable for handling various document formats.

Finance 286
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Sysco’s recipe for growth centers on IT

CIO Business Intelligence

When Tom Peck joined Sysco during the peak of the COVID-19 pandemic, his major goal was ensuring the survival of the world’s largest food service delivery company and helping its thousands of customers stay afloat. The Houston-based multinational was still delivering food supplies to sparsely populated buildings, cafeterias, airports, and nursing homes across the US—and helping its customers “reinvent” their businesses with curbside check-in, touchless menus, and QR codes for menus.

IT 94
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No More Cheating! Sapia.ai Catches AI-Generated Answers in Real-Time!

Analytics Vidhya

In an exciting breakthrough, Sapia.ai, has unveiled a new feature that can identify and flag responses created by generative AI models, such as ChatGPT, in real time. Sapia.ai is the world’s leading smart chat platform driven by deep-learning AI. This pioneering capability sets Sapia.ai apart from its competitors, providing a significant advantage in the realm […] The post No More Cheating!

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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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Data-Driven Organizations Must Use Talent Analytics Wisely

Smart Data Collective

Analytics is undoubtedly changing the future of the business world. We have talked about a number of the ways that business leaders are investing in big data technology and analytics. The market for talent analytics is projected to be worth $1.8 billion by the end of this year. There are many reasons that the demand for big data in the human resources sector is growing so quickly HR professionals are using big data to make strategic decisions.

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Using Event Notifications in your deployed solutions

IBM Big Data Hub

IBM Cloud Event Notifications is a service that can filter and route events received from other IBM Cloud services or custom applications to communication channels like email, SMS, push notifications, webhook, Slack, Microsoft® Teams, ServiceNow, IBM Cloud Code Engine and IBM Cloud Object Storage. This post explores how you can create and configure the Event Notifications service using an Infrastructure as Code (IaC) template (in this case, Terraform) and configure an example application to

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AI Technology Leads to Innovative Photo Editing Software

Smart Data Collective

The market for AI software is booming. Precedence Research States that the market was worth $138 billion last year and it is growing exponentially. Last summer, we wrote an article about the ways that artificial intelligence is changing video editing software. We also talked about some of the best AI-driven video editing applications. However, AI technology is arguably even more important for photo editing software.

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Attend ADIPEC 23 to collaborate on partnerships and initiatives to decarbonize together, faster

Jen Stirrup

Global companies within the energy ecosystem will come together at the ADIPEC from 2-5 October in Abu Dhabi. It is a nexus of energy professionals, ideas, technology, and capital to showcase the latest techniques and creations representing tomorrow’s energy. Organizations seek to collaborate in decarbonization efforts, together, to meet the world’s current and future energy needs.

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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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Finance Teams Are Alarmingly Less Efficient Than a Year Ago, According to New Research from insightsoftware

Jet Global

While trying to do more with less, accounting and finance pros are taking longer to get work done, overlooking automation and technology as a potential solution RALEIGH, N.C. – June 21, 2023 – In an economy that challenges them to do more with less, finance teams believe they are actually taking longer to get things done, according to new research from insightsoftware , a global provider of reporting, analytics, and performance management solutions.

Finance 52
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Using business technology to help Ukrainians in need

CIO Business Intelligence

War has come to your home. You’re forced to leave all you know and travel to a foreign land. You need food, water, clothing, and other life essentials right now. But you’re not sure where to turn in the new land. And even if you’ve heard about distribution centers, there could be challenges ahead, including the need to visit multiple centers and stand in long queues for those essentials—wasting time you don’t have.

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MLOps and AI Governance, A Difference of Perspective

Dataiku

Looking back to last year, the hottest topics for analytics leaders around AI and machine learning (ML) were MLOps and AI Governance. Of course, last November, ChatGPT changed everything. The emergence of Generative AI has energized the conversation around new AI use cases. However, once everyone wakes up from their Generative AI haze, the realization will hit that we still need to operationalize and govern AI projects , now more than ever.

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Amazon OpenSearch Service’s vector database capabilities explained

AWS Big Data

OpenSearch is a scalable, flexible, and extensible open-source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 license. It comprises a search engine, OpenSearch, which delivers low-latency search and aggregations, OpenSearch Dashboards, a visualization and dashboarding tool, and a suite of plugins that provide advanced capabilities like alerting, fine-grained access control, observability, security monitoring, and vector st

Metrics 75
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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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Unbiased third-party testing is critical for network security

CIO Business Intelligence

Today, CIO and CISO teams are tasked with multiple business-critical initiatives like securing and connecting work-from-anywhere employees, moving applications to the edge or the cloud, and securing operational technology (OT) and IT environments. At the same time, the threat landscape continues to evolve and cyber risk is escalating for all organizations.

Testing 98
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What is data center management?

IBM Big Data Hub

To provide stakeholders with vital IT services, organizations need to keep their private data centers operational, secure and compliant. Data center management encompasses the tasks and management tools necessary for doing so. A person responsible for carrying out these tasks is known as a data center manager. What is the role of a data center manager?

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GraphDB Users Ask: Where Can We Deploy GraphDB And What Are Some Best Practices?

Ontotext

ONTOTEXT ANSWER: Oracle famously claims that 3 billion devices run Java. This means that there are 3 billion devices that can run GraphDB. This even includes every single Blu-ray player. You probably wound’t want to deploy your database on Blu-ray, but you can. This great amount of flexibility means that you can deploy on any cloud or VM and any OS.

Testing 52
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Enhancing the Wimbledon fan experience with AI from watsonx

IBM Big Data Hub

IBM’s partnership with the All-England Lawn Tennis Club (AELTC) has driven digital transformation at Wimbledon for more than 30 years. And this year, Wimbledon is tapping into the power of generative AI, producing new digital experiences on the Wimbledon app and website using IBM’s new trusted AI and data platform, watsonx. Learn more about watsonx Automated AI commentary built from foundation models IBM first pioneered the use of AI to curate video highlight reels in 2017, work that

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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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7 key questions CIOs need to answer before committing to generative AI

CIO Business Intelligence

Some companies use generative AI to write code and some use it to create marketing text or fuel chatbots. And then there are others like SmileDirectClub, that create images in order to answer the question of how to better serve their customers. SmileDirectClub, the UK-based teledentistry company, uses generative AI to create teeth. Or, more specifically, to help people understand how their teeth can be corrected.

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G2 Summer Reports name IBM a Leader

IBM Big Data Hub

IBM offerings were featured in more than 1300 unique G2 reports, earning a top-three product placement in over 400 reports, across various categories. Reports showcase vendors that excel in three key areas: Ease of implementation Ease of use Relationship ratings Highlights of IBM’s leadership Ranked #1 in 135 unique reports: Instana, an IBM Company ranked #1 in the AIOps Platforms, Application Performance Monitoring (APM), Observability Solution Suites, Container Monitoring, Log Analysis,

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Build an Amazon Redshift data warehouse using an Amazon DynamoDB single-table design

AWS Big Data

Amazon DynamoDB is a fully managed NoSQL service that delivers single-digit millisecond performance at any scale. It’s used by thousands of customers for mission-critical workloads. Typical use cases for DynamoDB are an ecommerce application handling a high volume of transactions, or a gaming application that needs to maintain scorecards for players and games.

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Alation Now Available on Databricks Partner Connect

Alation

We’re thrilled to share that Alation is now available on Databricks Partner Connect. Now Databricks Premium or Enterprise customers can experience a 14-day trial of Alation, and connect their Databricks workspace. This is a fantastic way to explore Alation with self-guided tours. Data, analytics, and AI in the cloud represent tremendous market forces, which have propelled the growth of Databricks – along with customer demand for deeper integration between Alation and Databricks.

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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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Accelerate onboarding and seamless integration with ThoughtSpot using Amazon Redshift partner integration

AWS Big Data

Amazon Redshift is a fast, petabyte-scale cloud data warehouse that makes it simple and cost-effective to analyze all of your data using standard SQL. Tens of thousands of customers today rely on Amazon Redshift to analyze exabytes of data and run complex analytical queries, making it the most widely used cloud data warehouse. You can run and scale analytics in seconds on all your data without having to manage your data warehouse infrastructure.