Thu.Sep 28, 2023

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Unlocking Knowledge with Retrieval-Augmented Generation (RAG) in AI

Analytics Vidhya

Introduction The rapid advancements in Large Language Models (LLMs) have transformed the landscape of AI, offering unparalleled capabilities in natural language understanding and generation. LLMs have ushered in a new language understanding and generation era, with OpenAI’s GPT models at the forefront. These remarkable models honed on extensive online data, have broadened our horizons, enabling […] The post Unlocking Knowledge with Retrieval-Augmented Generation (RAG) in AI appeared

Modeling 348
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12 ‘best practices’ IT should avoid at all costs

CIO Business Intelligence

What makes IT organizations fail? Often, it’s the adoption of what’s described as “industry best practices” by people who ought to know better but don’t, probably because they’ve never had to do the job. From establishing internal customers to instituting charge-backs to insisting on ROI, a lot of this advice looks plausible when viewed from 50,000 feet or more.

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How does Generative AI in Recipe Generation and Culinary Arts Work?

Analytics Vidhya

Introduction The culinary world is a place of experimentation and creativity, where flavors and cultures combine to create delicious foods. AI has now begun to play a crucial role in the food industry by helping chefs and diners. This blog dives into how AI can be used in recipe generation and the broader context of […] The post How does Generative AI in Recipe Generation and Culinary Arts Work?

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Build event-driven architectures with Amazon MSK and Amazon EventBridge

AWS Big Data

Based on immutable facts (events), event-driven architectures (EDAs) allow businesses to gain deeper insights into their customers’ behavior, unlocking more accurate and faster decision-making processes that lead to better customer experiences. In EDAs, modern event brokers, such as Amazon EventBridge and Apache Kafka, play a key role to publish and subscribe to events.

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Signal-Based Selling: How to Leverage 4 Key Buying Signals

As prospects define their problem, search for solutions, and even change jobs, they are generating high-value signals that the best go-to-market teams can leverage to close more deals. This is where signal-based selling comes into play. ZoomInfo CEO Henry Schuck recently broke down specific ways to put four key buying signals into action with the experts from 30 Minutes to President’s Club.

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Exploring Text Generation with GPT-2

Analytics Vidhya

Introduction Text generation has witnessed significant advancements in recent years, thanks to state-of-the-art language models like GPT-2 (Generative Pre-trained Transformer 2). These models have demonstrated remarkable capabilities in generating human-like text based on given prompts. However, balancing creativity and coherence in the generated text remains challenging.

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Synapse CoR: ChatGPT with a Revolutionary Twist

KDnuggets

Learn about a new system prompt that you will use alongside custom instructions, turning ChatGPT into an AutoGPT.

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Diving into the Pool: Unraveling the Magic of CNN Pooling Layers

KDnuggets

A Beginner's Guide to Max, Average, and Global Pooling in Convolutional Neural Networks.

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Easy GenAI App Integration Using Segmind API and Postman

Analytics Vidhya

Introduction Integrating Artificial Intelligence (AI) into our applications is becoming increasingly necessary for staying competitive in business. Adding these AI features enhances user experiences, automates tasks, and provides valuable insights. There are possibilities since we have diverse GenAI models available. However, integrating AI into your app can be complex.

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Introduction to Cloud Computing for Data Science

KDnuggets

And the Power Duo of Modern Tech.

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Applications of GenAI App Integration Using Segmind API and Postman

Analytics Vidhya

Introduction Integrating Artificial Intelligence (AI) into our applications is becoming increasingly necessary for staying competitive in business. Adding these AI features enhances user experiences, automates tasks, and provides valuable insights. There are possibilities since we have diverse GenAI models available. However, integrating AI into your app can be complex.

Modeling 162
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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

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In observability, “automation” is spelled I-N-S-T-A-N-A

IBM Big Data Hub

Modern application environments need real-time automated observability to have visibility and insights into what is going on. Because of the highly dynamic nature of microservices and the numerous interdependencies among application components, having an automated approach to observability is essential. That’s why traditional solutions like New Relic struggle to keep up with monitoring in cloud-native environments.

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What is Retrieval-Augmented Generation (RAG) in AI?

Analytics Vidhya

Introduction The rapid advancements in Large Language Models (LLMs) have transformed the landscape of AI, offering unparalleled capabilities in natural language understanding and generation. LLMs have ushered in a new language understanding and generation era, with OpenAI’s GPT models at the forefront. These remarkable models honed on extensive online data, have broadened our horizons, enabling […] The post What is Retrieval-Augmented Generation (RAG) in AI?

Modeling 162
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Generative AI that’s tailored for your business needs with watsonx.ai

IBM Big Data Hub

According to a recent IBV study , 64% of surveyed CEOs face pressure to accelerate adoption of generative AI, and 60% lack a consistent, enterprise-wide method for implementing it. An AI and data platform, such as watsonx, can help empower businesses to leverage foundation models and accelerate the pace of generative AI adoption across their organization.

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The AI Platform of Choice for Financial Services

Dataiku

In the financial services industry, there is no shortage of complex problems whose solutions can be arrived at more quickly — and more effectively — with the help of advanced data analytics. From credit card fraud detection and anti-money laundering processes to next best offer models, banks of all stripes are increasingly turning to AI platforms to power their data projects.

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Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

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Smarten Support Portal Updates – September – 2023!

Smarten

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles Working with Delivery & Publishing Agent : Working with E-mail Delivery and Publishing Task SSDP : Server Shared Directory Configuratio n Predictive Use cases Customer Churn model using Smarten Assisted Predictive Modelling Medical Cost Prediction Using Smarten Assisted

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Performance in Logical Architectures and Data Virtualization with the Denodo Platform and Presto MPP

Data Virtualization

Reading Time: 2 minutes In the realm of logical architectures and data virtualization, one question consistently arises: Can these architectures deliver the performance required for complex analytics scenarios? Today, we’ll explore the answer to this pressing question and dive into the game-changing integration of. The post Performance in Logical Architectures and Data Virtualization with the Denodo Platform and Presto MPP appeared first on Data Management Blog - Data Integration and Modern Data

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Qualcomm’s Cisco Sanchez on structuring IT for business growth

CIO Business Intelligence

As senior vice president and CIO at Qualcomm, Cisco Sanchez leads a global IT organization laser focused on setting the company up to achieve scale and speed in a world of complexity. Sanchez’s organization was honored with a CIO 100 Award at this year’s CIO100 Symposium Awards and Event , recognizing the innovative work his team is doing to deliver business value.

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