Mon.Apr 01, 2024

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any() and all() in Python with Examples

Analytics Vidhya

Introduction Mastering any() and all() functions in Python is essential for efficiently handling collections such as lists and tuples. These functions provide a swift means to assess whether elements within a collection satisfy specific conditions, leading to neater and more streamlined code. Leveraging these tools can greatly ease the decision-making process within your code by […] The post any() and all() in Python with Examples appeared first on Analytics Vidhya.

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MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Unite.AI

Recent advancements in Large Vision Language Models (LVLMs) have shown that scaling these frameworks significantly boosts performance across a variety of downstream tasks. LVLMs, including MiniGPT, LLaMA, and others, have achieved remarkable capabilities by incorporating visual projection layers and an image encoder into their architecture. By implementing these components, LVLMs enhance the visual perception capabilities of Large Language Models (LLMs).

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Difference Between == and is Operator in Python

Analytics Vidhya

Introduction In Python, the == and is operators are often used for comparison by programmers. Although they might seem similar at first glance, they are understood to operate differently, and their differences are considered important for anyone coding in Python to grasp. We will discuss in this article how each of these operators function and […] The post Difference Between == and is Operator in Python appeared first on Analytics Vidhya.

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How Backstage streamlines software development and increases efficiency

IBM Journey to AI blog

Even the best organizations face challenges about the scale and scope of governance and efficient streamlining of their resources across the enterprise. These challenges can lead to a frustrating, fragmented and disjointed developer experience. Meanwhile, different groups of developers within the organization inevitably bring different views about what one centralized code-base and tooling set should look like.

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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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Meet EVI: The World’s First Emotionally Intelligent AI Chatbot

Analytics Vidhya

Hume AI, a New York-based startup, has made waves with the introduction of its advanced voice AI equipped with emotional intelligence. Founded by Alan Cowen, a former Google DeepMind researcher, the company has secured significant funding for the project. Hume AI plans to revolutionize human-computer interaction with the launch of the Empathic Voice Interface (EVI) […] The post Meet EVI: The World’s First Emotionally Intelligent AI Chatbot appeared first on Analytics Vidhya.

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Anomaly Detection Using PCA: Unveiling Insights in Data Anomalies

Analytics Vidhya

Introduction Since anomaly detection can spot trends or departures from expected behavior in data, it is an essential tool in many industries, such as banking, cybersecurity, and healthcare. Principal Component Analysis (PCA) is an effective technique for detecting anomalies concealed in datasets, among the many other anomaly detection techniques available.

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Beyond Generative AI: Building a Comprehensive and Scalable Digital Infrastructure

Unite.AI

Hardly a day goes by when Generative AI (GenAI) doesn’t dominate the business media headlines. In the last 12 months, it has become ubiquitous in business strategy and organizations across industries are increasingly investing in GenAI solutions. Google Trends data visualizes GenAI’s rise to the center of business relevance since 2022, peaking in June 2023.

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A Hands-On Guide to Creating a PDF-based Q&A Assistant with Llama2 and LlamaIndex

Analytics Vidhya

Introduction The advent of AI and machine learning has revolutionized how we interact with information, making it easier to retrieve, understand, and utilize. In this hands-on guide, we explore creating a sophisticated Q&A assistant powered by LLamA2 and LLamAIndex, leveraging state-of-the-art language models and indexing frameworks to navigate a sea of PDF documents effortlessly.

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Brian Tolkin, Head of Product, at Opendoor – Interview Series

Unite.AI

Brian Tolkin is the Head of Product at Opendoor , an online company that buys and sells residential real estate. Headquartered in San Francisco, it makes instant cash offers on homes through an online process, makes repairs on the properties it purchases and relists them for sale. Brian has been an industry leader for over 10 years, previously working as a Group Product Manager at Uber where he led the Shared Rides product group, managing and shipping new products like uberPOOL, uberHOP, and ub

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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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US Govt Office Bans Use Of Microsoft AI Copilot: Here’s Why

Analytics Vidhya

The US government has imposed a ban on the use of Microsoft’s Copilot AI on all government-issued PCs, citing alarming security apprehensions raised by the Office of Cybersecurity. This is a significant step in safeguarding the government’s data integrity. It adds to a series of restrictions on the use of AI tools by US government […] The post US Govt Office Bans Use Of Microsoft AI Copilot: Here’s Why appeared first on Analytics Vidhya.

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How AI Is Driving Data Center Design

Aiiot Talk

Today’s data centers are highly complex systems that serve as the backbone of the internet, cloud computing and enterprise services. However, designing one with artificial intelligence (AI) in mind brings formidable challenges. This software has the power to upgrade how facilities operate significantly, but integrating it is forcing data center owners to consider a few new factors in their builds.

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Here’s All About Microsoft and OpenAI’s Ambitious $100 Billion AI Supercomputer Project

Analytics Vidhya

In a monumental collaboration, tech giants Microsoft and OpenAI have announced plans to construct an unprecedented AI supercomputer named Stargate. This ambitious project marked to be a significant leap in AI infrastructure and capabilities, is estimated to cost $100 billion. Let’s delve into the details of this upcoming development. Also Read: World’s Most Powerful Supercomputer […] The post Here’s All About Microsoft and OpenAI’s Ambitious $100 Billion AI Supercomputer Projec

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NAVER AI Lab Introduces Model Stock: A Groundbreaking Fine-Tuning Method for Machine Learning Model Efficiency

Marktechpost

Fine-tuning pre-trained models has become the basis for achieving state-of-the-art results across various tasks in machine learning. This practice involves adjusting a model, initially trained on a large dataset, to perform well on a more specific task. One of the challenges in this field is the inefficiency associated with the need for numerous fine-tuned models to achieve optimal performance.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Navigating The Transformative of AI and Chatbots: Insights for Business Leaders

Chatbots Life

Photo by Emiliano Vittoriosi on Unsplash As the world embraces rapid technological advancements, Artificial Intelligence (AI) emerges as a forefront investment opportunity, alongside innovations like the Internet of Things (IoT), Cloud Computing, Security, and Blockchain. Defined as the simulation of human intelligence by machines, AI has garnered significant attention since its inception in the 1950s.

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Tencent Propose AniPortrait: An Audio-Driven Synthesis of Photorealistic Portrait Animation

Marktechpost

The emergence of diffusion models has recently facilitated the generation of high-quality images. Diffusion models are refined with temporal modules, enabling these models to excel in creating compelling videos. Additionally, the capability to generate realistic and dynamic portrait animations from both audio inputs and static images holds immense potential across various domains.

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Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2

AWS Machine Learning Blog

This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the performance and ease of running PyTorch 2.0 on AWS. Machine learning (ML) research has proven that large language models (LLMs) trained with significantly large datasets result in better model quality. In the last few years, the size of current generation models has increased significantly, and they require modern tools and infrastructure to be trained efficiently and

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Evolution of RAGs: Naive RAG, Advanced RAG, and Modular RAG Architectures

Marktechpost

Large language models (LLMs) have revolutionized AI by proving their success in natural language tasks and beyond, as exemplified by ChatGPT, Bard, Claude, etc. These LLMs can generate text ranging from creative writing to complex codes. However, LLMs encounter challenges like hallucination, outdated knowledge, and non-transparent, untraceable reasoning processes.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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From Data Science to Production: Streamlining Model Deployment in Cloud Environment

Towards AI

Last Updated on April 2, 2024 by Editorial Team Author(s): Wencong Yang Originally published on Towards AI. Image by author (Ideogram) In the realm of data science projects, the excitement lies in the “Intelligent” aspect, where deep learning models successfully make remarkably accurate predictions. However, the transition to the “Engineering” phase, involving the deployment of these models into production environments, can be a tedious task for data scientists.

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Top Artificial Intelligence (AI) Tools for Image Creation

Marktechpost

In digital creativity, AI has ushered in an era where generating intricate and visually stunning images from simple text prompts is possible and incredibly accessible. The fusion of AI and art has given rise to various tools, each with unique strengths, catering to multiple needs, from professional design work to casual experimentation. Let’s explore some of the leading AI tools for image creation, highlighting their key features and how they stack up against each other.

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7 sessions you don’t want to miss at SAS Innovate

SAS Software

Do you get excited about the newest innovations and technologies on the market, the world of data and the future of AI? Then mark your calendars because SAS Innovate in Las Vegas is just around the corner. SAS Innovate, our annual event for business leaders, technical users and SAS partners, [.

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10 Artificial Intelligence (AI) Applications/Platforms In Healthcare

Marktechpost

AI’s integration into healthcare is reshaping the landscape through various critical roles. It aids in disease diagnosis and detection by analyzing medical images like X-rays and MRIs, increasing accuracy and supporting healthcare professionals in making informed decisions. In precision medicine, AI’s analysis of patient data enables personalized treatment plans, improving outcomes.

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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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What Is Dark Matter?

Extreme Tech

Dark matter is more than five times as abundant as all the visible matter in the universe. So why can't we see any of it?

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Top ChatGPT Books to Read in 2024

Marktechpost

Ever since its inception, ChatGPT has taken the world by storm, marking the beginning of the era of generative AI. Although large language models (LLMs) had been developed prior to the launch of ChatGPT, the latter’s ease of accessibility and user-friendly interface took the adoption of LLM to a new level. In 2024, ChatGPT is still one of the most trending topics, and this article lists the top ChatGPT books one should read to augment their understanding of the topic.

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Artificial Lawyer is Back – From April 10

Artificial Lawyer

Hi everyone, I have an announcement to make. As promised, I am returning from my sabbatical and Artificial Lawyer will be back to regular publishing from Wednesday, April 10.

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Google AI Introduces SEEDS: A Generative AI Model that Advances Medium-Range Weather Forecasting

Marktechpost

Google AI introduced SEEDS to address the challenge of generating accurate and computationally efficient ensemble weather forecasts. Current methods rely on physics-based simulation, which is computationally intensive and limits the size of forecast ensembles, particularly for rare and extreme weather events. The unpredictable nature of weather makes it crucial to quantify uncertainty in forecasts, especially as climate change increases the demand for reliable weather information.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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US House of Representatives Bans Employees From Using Microsoft Copilot

Extreme Tech

House employees using Windows devices can no longer run its AI assistant over security concerns.

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Meet OpenDevin: An Open-Source Alternative to Devin (an Autonomous AI Software Engineer)

Marktechpost

The complexity of projects in software engineering makes the development process increasingly challenging. Engineers often find themselves tangled in a web of intricate coding tasks, bug fixing, and the continuous need to update their skills to keep pace with new technologies. This scenario calls for a solution that can ease the burden on developers and streamline the development process.

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AMD RDNA 4 GPUs Once Again Rumored to Be Midrange Only

Extreme Tech

AMD reportedly wants to capitalize on the AI boom by saving its big Navi dies for AI cards.

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