Mon.Mar 13, 2023

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An Introduction to Large Language Models (LLMs)

Analytics Vidhya

Introduction Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. These models are trained on massive amounts of text data to learn patterns and entity relationships in the language. LLMs can perform many types of language tasks, such as translating languages, analyzing sentiments, chatbot […] The post An Introduction to Large Language Models (LLMs) appeared first on Analytics Vidhya.

Modeling 338
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Women in tech statistics: The hard truths of an uphill battle

CIO Business Intelligence

Diversity is critical to IT performance. Diverse teams perform better, hire better talent, have more engaged members, and retain workers better than those that do not focus on diversity and inclusion, according to a 2020 report from McKinsey. Despite this, women remain widely underrepresented in IT roles. And the numbers back up this assertion, often in stark ways.

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Detect Cyberbullying Using Topic Modeling and Sentiment Analysis

Analytics Vidhya

Introduction With the rise in internet penetration across the world, followed by the rapid growth of social media companies, users are increasingly using various social media platforms to interact and engage with other like-minded individuals and also follow their favourite celebrities and influencers. With the increased use of social media, there has been a significant […] The post Detect Cyberbullying Using Topic Modeling and Sentiment Analysis appeared first on Analytics Vidhya.

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AI and automation will play an increasing role in technology

CIO Business Intelligence

By Ram Velaga, Senior Vice President and General Manager, Core Switching Group This article is a continuation of Broadcom’s blog series: 2023 Tech Trends That Transform IT. Stay tuned for future blogs that dive into the technology behind these trends from more of Broadcom’s industry-leading experts. It is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use—across almost everything from smart consumer devices to robotics to cybersecurity to

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Mediapipe Tasks API and its Implementation in Projects

Analytics Vidhya

Introduction Deep Learning has revolutionized the field of AI by enabling machines to learn and improve from large amounts of data. Mediapipe, a cross-platform and open-source framework for building multimodal ML pipelines, has introduced a new Tasks API that makes it easier than ever to incorporate Deep Learning models into your projects. This article will […] The post Mediapipe Tasks API and its Implementation in Projects appeared first on Analytics Vidhya.

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5 More Command Line Tools for Data Science

KDnuggets

Use these tools to Access API, Manipulate CSV files, download datasets, and more from your terminal.

More Trending

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Healthcare providers focus on quality for the next phase of digital transformation

CIO Business Intelligence

As healthcare providers emerge from the operational disruptions caused by the global pandemic, IT and business leaders are renewing their focus on “quality”– specifically, have digital investments provided quality and value for IT systems; is technology improving quality for caregivers inside facilities; and have digital transformation efforts enhanced the patient experience and the quality of care they’re receiving?

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How to Find Set Difference in Python

KDnuggets

Learn how to find the set difference between two Python sets using the difference() method and the difference (-) operator.

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CIOs take aim at Silicon Valley talent

CIO Business Intelligence

Signs of a tech talent shift are under way, with IT pros increasingly turning away from Silicon Valley and tech stalwarts in favor of new roles outside the technology industry. For Andreea Bodnari and Chris Jones, both of whom left Silicon Valley tech companies to work at healthcare organization Optum, the lure was not concern over mass layoffs in big tech, but the prospect of solving real-world problems and the opportunity to work on technologies that make a difference in people’s lives.

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Back To Basics, Part Dos: Gradient Descent

KDnuggets

Explore the inner workings of the powerful optimization algorithm.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Delta takes off with modernized blend of mainframes and cloud

CIO Business Intelligence

When it comes to IT, Delta Airlines is climbing higher into the clouds even as it keeps its footing on solid ground. The Atlanta-based airlines, which is partnering with Amazon Web Services on the cloud front and Kyndryl for its mainframe systems, is very content with its choice for a hybrid infrastructure, says Matt Cincera, senior vice president of software engineering at Delta.

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From Why to How: Scaling Analytics & AI Governance

Dataiku

In the previous post, we started to address how to close one of the biggest organizational chasms in implementing an analytics and AI Governance solution — the why. Through our experience supporting dozens of clients across industries, geographies, and governance maturities with Dataiku Govern , we see organizations fall within five major reasons for needing governance: scaling strategy, risk/compliance, ethics, value growth, and operational efficiency.

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How the cloud helps banking and finance companies tackle core modernization challenges

CIO Business Intelligence

Two decades of technology-driven transformation has left many financial services firms with significant complexity and technical debt. While banking and finance organizations have aggressively moved workloads and apps to the cloud to meet changing customer needs, some remain hesitant to tackle modernization of core infrastructure and systems, fearing a disruption to the business.

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New ChatGPT and Whisper APIs from OpenAI

KDnuggets

A quick overview of ChatGPT and Whisper models API.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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A feat of skill: Moving SAP workloads to the cloud

CIO Business Intelligence

Moving SAP workloads to the cloud promises to be transformational, but it’s not for the faint of heart. Goals for an ERP modernization initiative often range from lowering costs through infrastructure savings to adding cloud-based capabilities to ERP tasks with minimal disruption to day-to-day business. Achieving these objectives takes perceptive analysis, meticulous planning, and skillful execution.

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How to choose the right Amazon MSK cluster type for you

AWS Big Data

Amazon Managed Streaming for Apache Kafka (Amazon MSK) is an AWS streaming data service that manages Apache Kafka infrastructure and operations, making it easy for developers and DevOps managers to run Apache Kafka applications and Kafka Connect connectors on AWS, without the need to become experts in operating Apache Kafka. Amazon MSK operates, maintains, and scales Apache Kafka clusters, provides enterprise-grade security features out of the box, and has built-in AWS integrations that accelera

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SAP-owned Qualtrics to be sold to Silver Lake, CPP Investments for $12.5 billion

CIO Business Intelligence

Customer Experience management company Qualtrics on Monday said private equity firm Silver Lake and Canada Pension Plan Investment Board (CPP Investments) have agreed to buy the entire company for $12.5 billion in an all-cash transaction. CPP Investments, according to a joint statement, will pay $1.75 billion in equity and another $1 billion in debt for the deal.

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How to overcome the data silo challenge

CIO Business Intelligence

Organizations that are investing in analytics, artificial intelligence (AI), and other data-driven initiatives have exposed a growing challenge: a lack of integration across data sources that is limiting their ability to extract true value from these investments. It’s imperative for IT and business leaders to eliminate these data silos – some of which are operational, and some of which are cultural – to enable better insights for the business.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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A critical next phase of cloud transformation: Reducing WAN complexity

CIO Business Intelligence

Over the past two decades, cloud computing has evolved from a method that utilized extra data center capacity to the mission-critical infrastructure across enterprises that we see today. But along the way, the transformation and dramatic growth of the cloud have created increasingly complex, multi-account, and multi-region environments that can hinder, rather than accelerate, a company’s ability to deploy and manage globally connected networks.

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