Thu.Aug 17, 2023

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Enhancing NLP Pipelines with spaCy

Analytics Vidhya

Introduction spaCy is a Python library for Natural Language Processing (NLP). NLP pipelines with spaCy are free and open source. Developers use it to create information extraction and natural language comprehension systems, as in Cython. Use the tool for production, boasting a concise and user-friendly API. If you work with a lot of text, you’ll […] The post Enhancing NLP Pipelines with spaCy appeared first on Analytics Vidhya.

Analytics 271
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Tech leaders weigh in on the upside and flipside of generative AI

CIO Business Intelligence

Generative AI is widely regarded as one of the great technology breakthroughs of our time. On the back of thousands of headlines provoked by OpenAI’s ChatGPT, it’s provoked urgent responses from many tech giants and is the theme of, and main topic of discussion at, tech conferences worldwide. But, as with any big new wave, there is a risk of once-promising projects being washed up and there are clear and obvious concerns over governance, quality and security.

Risk 98
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Microsoft Azure Launches ChatGPT for Enterprise AI

Analytics Vidhya

Microsoft Azure is taking a giant leap forward in enterprise AI by introducing ChatGPT, now available for preview in Azure OpenAI Service. This groundbreaking advancement allows businesses to run ChatGPT within their network, enhancing work experiences, boosting productivity, and providing a range of powerful capabilities. Here’s a closer look at how Microsoft Azure ChatGPT transforms […] The post Microsoft Azure Launches ChatGPT for Enterprise AI appeared first on Analytics Vidhya.

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The CIO’s call to action on gen AI

CIO Business Intelligence

Generative AI has taken the world by storm and is being discussed in C-suites and boardrooms daily. Its power and potential are so significant that governments across the globe are trying to figure out how to regulate it. While this “overnight success” has been decades in the making, we’re just now getting a glimpse of the impact and implications of generative AI and the massive disruption that comes along with it.

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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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Snapchat Glitch Sparks Panic: My AI Posts Mysterious Stories and Images

Analytics Vidhya

Snapchat, the popular social media platform known for its dynamic features, recently faced a technical glitch involving its AI-powered chatbot, My AI. This glitch led to unexpected Stories being posted to users’ feeds and uncharacteristic behavior in chats. As users questioned the source of the unusual content, speculation and confusion spread across social media platforms. […] The post Snapchat Glitch Sparks Panic: My AI Posts Mysterious Stories and Images appeared first on Analytic

Analytics 271
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Money Matters: CMS CIO Pushkal Tenjerla on digital revolution in cash management systems

CIO Business Intelligence

With a deeply penetrated network of ATMs and cash distribution services across India at over 150,000 business commerce points, CMS Info Systems runs India’s omnipresent ATMs across nearly 97% districts. Committed to increasing the velocity of cash in the economy, they also offer other cash management services such as banking automation, card personalization, IoT monitoring solutions, as well as security and analytics to their clients, making them the number one cash management company in the cou

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What The Clover Group does to address legacy-related challenges

CIO Business Intelligence

CIOs have a lot on their plates right now with expanding roles, but in recent years, they’ve also been asked to move beyond managing IT and become a strategic business leader to leverage technology in order to create real value for the business. For Tsholofelo Moeca, CIO at The Clover Group, South Africa’s largest dairy company, this puts additional pressure on CIOs to ensure the technologies brought into the business deliver results the business really needs.

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UK’s First AI Camera Nets 300 Offenders in Just Three Days

Analytics Vidhya

The UK’s road safety landscape is undergoing a revolutionary transformation as the country witnesses the debut of free-standing artificial intelligence (AI) road safety cameras. These specialized cameras are aimed at curbing illegal mobile phone usage while driving and have already proven their effectiveness by catching nearly 300 lawbreakers within just three days of deployment.

Analytics 270
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Three technology pain points to address for your employees

CIO Business Intelligence

Technology leaders and CIOs have a lot on their shoulders. The still-evolving world of hybrid work has technology at its core to help cope with fast-changing business demands. As a result, all business leaders are finding that their roles are expanding with opportunities to drive progressive digital-first programs. For some companies, the transformation was so rapid that they didn’t have the time to fully vet solutions and changes to processes.

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11 AI Video Generators to Use in 2023: Transforming Text to Video 

Analytics Vidhya

One of the most remarkable manifestations of AI is the emergence of AI video generators, which have seamlessly bridged the gap between text and visuals, revolutionizing content creation. In an era where communication is increasingly visual-centric, AI video generators offer an innovative solution that transcends traditional content creation methods.

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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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Central Bank Digital Currency (CBDC) and blockchain enable the future of payments

IBM Big Data Hub

The financial world has been revolutionized by blockchain technology, which has enabled peer-to-peer transactions without the need for intermediaries. The introduction of Central Bank Digital Currency (CBDC) has added a new dimension to blockchain technology that transforms the future of payments for businesses and individuals. Some time ago, banks and governments started shifting their attention towards using digital assets in their operations and economies.

Finance 81
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Navigating Data Formats with Pandas for Beginners

Analytics Vidhya

Introduction Pandas is more than just a name – it’s short for “panel data.” Now, what exactly does that mean? Use the Data formats with pandas in economics and statistics. It refers to structured data sets that hold observations across multiple periods for different entities or subjects. Nowadays, people often store data in diverse file […] The post Navigating Data Formats with Pandas for Beginners appeared first on Analytics Vidhya.

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Future Proofing Employee Satisfaction Trends With Data Analytics

Smart Data Collective

Big data can be used in various industries, including HR. One of the biggest benefits of big data in HR is that it can help bolster employee engagement. As 2023 approaches the final third of its year, the paradigm of workplace happiness is experiencing a deep shift, owing to tremendous changes in work dynamics, employee expectations, and technology breakthroughs.

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10 Best AI Image Generator Tools to Use in 2023

Analytics Vidhya

In 2023, the best AI image generators are far more intricate and advanced, fostering unique designs. Designers get access to seamless solutions that help wrestle with time constraints and creative roadblocks, thus unlocking a kingdom of infinite creative possibilities. The top 10 AI picture generator tools of 2023 will be examined in this post, giving […] The post 10 Best AI Image Generator Tools to Use in 2023 appeared first on Analytics Vidhya.

Analytics 268
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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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Amazon OpenSearch Serverless expands support for larger workloads and collections

AWS Big Data

We recently announced new enhancements to Amazon OpenSearch Serverless that can scan and search source data sizes of up to 6 TB. At launch, OpenSearch Serverless supported searching one or more indexes within a collection, with the total combined size of up to 1 TB. With the support for 6 TB source data, you can now scale up your log analytics, machine learning applications, and ecommerce data more effectively.

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How OpenAI Uses GPT-4 for Smarter Content Moderation

Analytics Vidhya

OpenAI, a pioneer in artificial intelligence, has unveiled an innovative method to harness the power of its GPT-4 model for content moderation. The innovative technique aims to reduce the workload on human moderation teams by utilizing GPT-4’s capabilities to make informed moderation judgments. This promising development has the potential to reshape content moderation processes across […] The post How OpenAI Uses GPT-4 for Smarter Content Moderation appeared first on Analytics Vidhya

Modeling 267
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LangChain + Streamlit + Llama: Bringing Conversational AI to Your Local Machine

KDnuggets

Integrating Open Source LLMs and LangChain for Free Generative Question Answering (No API Key required).

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How to Ensure Supply Chain Security for AI Applications

Cloudera

Machine Learning (ML) is at the heart of the boom in AI Applications, revolutionizing various domains. From powering intelligent Large Language Model (LLM) based chatbots like ChatGPT and Bard , to enabling text-to-AI image generators like Stable Diffusion , ML continues to drive innovation. Its transformative impact advances multiple fields from genetics to medicine to finance.

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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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An Excellent Resource To Learn The Foundations Of Everything Underneath ChatGPT

KDnuggets

In this article, you will learn the fundamentals of what constitutes the core of ChatGPT (and the Large Language Models).

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Unlock true Kubernetes cost savings without losing precious sleep over performance risks

IBM Big Data Hub

The race to innovate has likely left you (and many, many others) with unexpectedly high cloud bills and/or underutilized resources. In fact, according to Flexera’s 2023 State of the Cloud report , for the first time in a decade, “managing cloud spend” (82%) surpassed “security” (79%) to become the number one challenge facing organizations across the board.

Risk 66
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The Failed Promises of Digital Transformation and What to Do About It

Ontotext

Let’s be frank. Digital Transformation, which has been a top priority for CEOs and boards of directors for many years, has had mixed results. While they have generally succeeded in achieving certain key objectives, many other outcomes have fallen far short of expectations. Management consultants regularly point to many of the root causes, but they often overlook a glaring common thread.

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Enhancing Regulatory Compliance through Logical Data Management

Data Virtualization

Reading Time: 2 minutes Regulatory compliance is a critical consideration for businesses, especially in heavily regulated sectors such as financial services and pharmaceuticals, which require companies to frequently submit detailed reports about their operations to government agencies. Compliance often requires a significant investment of. The post Enhancing Regulatory Compliance through Logical Data Management appeared first on Data Management Blog - Data Integration and Modern Data Management

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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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Text-2-Video Generation: Step-by-Step Guide

KDnuggets

Bringing Words to Life: Easy Techniques to Generate Stunning Videos from Text Using Python.

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Revisiting Start Small, Stay Small in 2023 (Chapter 2)

Data Science and Beyond

A summary of the second chapter of Rob Walling’s Start Small, Stay Small, along with my thoughts & reflections.

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US Open heralds new era of fan engagement with watsonx and generative AI

IBM Big Data Hub

As the tournament’s official digital innovation partner, IBM has helped the US Open attract and engage viewers for more than three decades. Year after year, IBM Consulting works with the United States Tennis Association (USTA) to transform massive amounts of data into meaningful insight for tennis fans. This year, the USTA is using watsonx , IBM’s new AI and data platform for business.

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Industrial modernization: Becoming future-ready in uncertain times

CIO Business Intelligence

The industrial sector has shown incredible resiliency and has been building back fast despite significant headwinds. The COVID-19 global pandemic exposed the fragility of manufacturing supply chains, causing substantial shortages of essential products such as medical supplies, critical minerals, and semiconductors. Dynamics of current geopolitical forces are keeping supply chain risks in focus, resulting in increased public awareness, government interventions, and actions by individual companies

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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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How IBM Consulting ushered the US Open into a new era of AI innovation with watsonx

IBM Big Data Hub

IBM is the official digital innovation partner of the US Open Tennis Championships. It’s a relationship that goes much deeper than courtside logo placement. IBM iX , the experience design arm of IBM Consulting, and IBM’s AI consultants work with the United States Tennis Association (USTA) to integrate technology from dozens of partners, automate key business processes and develop new features.

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GoodData’s Embedded Analytics Democratizes Data-Driven Decisions

David Menninger's Analyst Perspectives

The current market landscape of data and analytics is undergoing rapid evolution, presenting organizations with a wide array of challenges and opportunities. As data sources and warehouses steadily migrate to the cloud, a significant number of organizations still depend on conventional tools. This reliance on legacy systems hinders the seamless accessibility and adoption of analytics and business intelligence within business processes.