Fri.Dec 15, 2023

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Building an LLM Model using Google Gemini API

Analytics Vidhya

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space. More than a year after the GPT models were released, there were no big moves from Google, apart from the PaLM API, which […] The post Building an LLM Model using Google Gemini API appeared first on Analytics Vidhya.

Modeling 374
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Enhancing LLM Reasoning: Unveiling Chain of Code Prompting

KDnuggets

Chain of Code is an approach to interacting with language models, enhancing reasoning abilities through a blend of writing, executing, and simulating code execution, extending the capabilities of language models in logic, arithmetic, and linguistic tasks, especially those requiring a combination of these.

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OpenAI’s Mini AI Command for Titans: Decoding Superalignment!

Analytics Vidhya

In a groundbreaking move towards addressing the imminent challenges of superhuman artificial intelligence (AI), OpenAI has unveiled a novel research direction – weak-to-strong generalization. This pioneering approach aims to explore whether smaller AI models can effectively supervise and control larger, more sophisticated models, as outlined in their recent research paper on “Weak-to-Strong Generalization.” The Superalignment […] The post OpenAI’s Mini AI Command fo

Modeling 333
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3 Ways to Generate Hyper-Realistic Faces Using Stable Diffusion

KDnuggets

You learned how to generate images using the base model, how to upgrade to the Stable Diffusion XL model to improve image quality, and how to use a custom model to generate high quality portraits.

Modeling 145
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Spotify’s Secret Weapon: AI-Generated Playlists

Analytics Vidhya

Unveiling the AI Playlists Feature This fall, eagle-eyed users discovered a new feature on Spotify’s streaming app, allowing the creation of AI-driven playlists through prompts. Although Spotify confirmed the test to TechCrunch, details about the technology and its workings remain undisclosed, leaving users intrigued. The feature was brought to public attention through a TikTok video […] The post Spotify’s Secret Weapon: AI-Generated Playlists appeared first on Analytics Vidhya

Testing 319
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Automatically detect Personally Identifiable Information in Amazon Redshift using AWS Glue

AWS Big Data

With the exponential growth of data, companies are handling huge volumes and a wide variety of data including personally identifiable information (PII). PII is a legal term pertaining to information that can identify, contact, or locate a single person. Identifying and protecting sensitive data at scale has become increasingly complex, expensive, and time-consuming.

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Cushman & Wakefield builds a foundation for enterprise-wide AI

CIO Business Intelligence

Cushman & Wakefield has cashed in on several key IT trends over the past few years, positioning the Chicago-based firm well to weather ongoing headwinds in the commercial real estate market stirred by the COVID-19 pandemic. First there was the company’s full embrace of cloud computing, and then a pivot from project management to a product operating model.

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How to Clone Voice and Lip-Sync a Video Like a Pro Using Open-source Tools

Analytics Vidhya

Introduction AI voice-cloning has taken social media by storm. It has opened a world of creative possibilities. You must have seen memes or AI voice-overs of famous personalities on social media. Have you wondered how it is done? Sure, many platforms provide APIs like Eleven Labs, but can we do it for free, using open-source […] The post How to Clone Voice and Lip-Sync a Video Like a Pro Using Open-source Tools appeared first on Analytics Vidhya.

Analytics 318
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Powering digital cities

CIO Business Intelligence

Cities of all sizes are looking for ways to deliver next-generation services that improve quality of life, increase efficiency, support sustainability, and prepare for the future — all while making the most of limited resources. That’s why municipal governments all around the world are making strategic investments in technology toward becoming a digital city.

Testing 96
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Top 12 Generative AI Models to Explore in 2024

Analytics Vidhya

Introduction In recent years, Artificial Intelligence (AI) has undergone extraordinary transformations, with generative models at the forefront of this technological revolution. As we step into 2024, these advanced models have not only reshaped the landscape of creativity but also set new standards in automation across diverse industries. This article delves into the leading generative AI […] The post Top 12 Generative AI Models to Explore in 2024 appeared first on Analytics Vidhya.

Modeling 312
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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The InnoGraph Artificial Intelligence Taxonomy

Ontotext

Introduction InnoGraph will build a holistic knowledge graph of innovation based on Artificial Intelligence (AI), and more generally of the global “hitech” ecosystem. It is a key use case of the Horizon Europe research project enrichMyData. InnoGraph originated from a partnership between OECD and the Jožef Stefan Institute (JSI) on the OECD.AI Policy Observatory , and prior Ontotext experience with Science KGs, e.g., the Tracking of Research Results project.

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GPT-Engineer: Your New AI Coding Assistant

Analytics Vidhya

Introduction In the ever-evolving world of technology, artificial intelligence (AI) continues to make significant strides. One area where AI has made a profound impact is in coding. With the introduction of GPT-Engineer, an AI-powered coding assistant, developers now have a powerful tool at their disposal to enhance their coding experience. This article explores the capabilities […] The post GPT-Engineer: Your New AI Coding Assistant appeared first on Analytics Vidhya.

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Customer service trends winning organizations need to follow

IBM Big Data Hub

Paying attention to the latest customer service trends ensures that an organization is prepared to meet changing customer expectations. Customer loyalty is waning, spurred on by the COVID-19 pandemic, social influences and the ease of switching brands. More than ever, organizations must stay on top of changes in the customer service experience to improve customer satisfaction and meet increased customer needs.

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Top 10 Real-Time Databases to Use in 2024

Analytics Vidhya

Introduction In the dynamic realm of contemporary applications, real-time databases are pivotal for maintaining smooth data management and immediate updates. Engineered to handle substantial data volumes, these databases offer instantaneous access to information. This article delves into the top 10 real-time databases set to make an impact in 2024. Understanding Real-Time Databases Real-time databases are […] The post Top 10 Real-Time Databases to Use in 2024 appeared first on Analytics Vi

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Examples of sustainability in business

IBM Big Data Hub

Some of the first teachings about improving the planet seem simple: reduce, reuse, recycle. People have since made lifestyle choices and adjustments, such as biking to work and segregating garbage, to bring this rule to life and help save the environment. Now, climate change is affecting businesses as much as individuals. According to the United Nations Environment Programme (UNEP), both consumers and investors are being turned-off by companies that ignore their environmental impact.

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The Economics of AI Use Cases

Dataiku

AI is often called the fourth industrial revolution. The first one was driven by the steam engine, the second by electricity, and the third by semiconductor. We can learn a lot from the first three industrial revolutions about how to create value with AI.

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Five open-source AI tools to know

IBM Big Data Hub

Open-source artificial intelligence (AI) refers to AI technologies where the source code is freely available for anyone to use, modify and distribute. When AI algorithms, pre-trained models, and data sets are available for public use and experimentation, creative AI applications emerge as a community of volunteer enthusiasts builds upon existing work and accelerates the development of practical AI solutions.

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White Paper: Generative AI (GenAI): The Benefits and Application of AI in Analytics

Smarten

If your enterprise wishes to consider AI in analytics, and plan for its future potential and growth, it is wise to first understand the state of the technology today, the various ways in which AI can inform and improve analytics for your business, the factors you will need to consider to choose the right analytics solution and the things your business should include in its vendor and solution review.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Microsoft’s role to help sow AI success in Africa

CIO Business Intelligence

Global spend on AI, including software, hardware, and services for AI-centric systems, is predicted to more than double between 2023 and 2026, according to the latest forecasts from IDC. This increase will see AI spend reach $154 billion in 2023 and increase to well over $300 billion by 2026. So with this monumental trend in mind, Lillian Barnard, president for Microsoft Africa, is excited to see how AI can help the continent fast track its journey toward adopting more advanced and sophisticated