Analytics Vidhya

SEPTEMBER 29, 2023

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5 and […] The post Fundamental Principles of Langchain in LLM Based Application Development appeared first on Analytics Vidhya.

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LLM Large Language Models ChatGPT OpenAI 353

IBM Journey to AI blog

SEPTEMBER 29, 2023

As the pace and volume of digital business continue to increase, organizations are facing mounting pressure to accelerate the speed at which they do business. The ability to quickly respond to shifting customer and market dynamics has become key for contending with today’s growing digital economy. In a survey run by IDC, a leading provider of global IT research and advice, 43% of technology leaders indicated that they were “planning to deliver innovative digital products and services

Data Analysis 300

Data Analysis Automation 300

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Picture this: You’re searching for products that look like something you’ve seen and loved before. Finding visually similar items can be a game-changer, whether fashion, home decor, or gadgets. But how do you navigate through a vast sea of images to pinpoint those perfect matches? Enter the world of robust image retrieval systems.

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AssemblyAI

SEPTEMBER 29, 2023

DALL-E 3 OpenAI has recently announced DALL-E 3, the successor to DALL-E 2. For information on what DALL-E 3 is, how it works, and the differences between DALL-E 3 and DALL-E 2, jump down to this section. OpenAI's groundbreaking model DALL-E 2 hit the scene at the beginning of the month, setting a new bar for image generation and manipulation. With only a short text prompt, DALL-E 2 can generate completely new images that combine distinct and unrelated objects in semantically plausible ways

Deep Learning 290

Deep Learning ChatGPT OpenAI Large Language Models 290

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

AI

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures. These models have opened doors to various applications, from chatbots to content generation, that enable more interactive and versatile interactions between humans and machines. But how do we evaluate the effectiveness of these generative AI models […] The post Evaluation of GenAI Models and Search Use Case appeared first on

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Analytics Vidhya

SEPTEMBER 29, 2023

In today’s data-driven world, skilled data scientists are in high demand. According to the US Bureau of Labor Statistics, data science is projected to grow 35% between 2021 and 2032. This surge translates to an estimated 11.5 million new job openings by 2026, making data science an exceptionally promising career choice. Analytics Vidhya is excited […] The post Elevate Your Skills with Fractal Data Science Professional Certificate appeared first on Analytics Vidhya.

Data Science 343

Data Science Data Scientist 343

Unite.AI

SEPTEMBER 29, 2023

Vitalii Romanchenko, is the CEO & Co-founder of Elai , an ai video generator platform that empowers individuals to produce top-notch videos without the need for microphones, cameras, actors, or studios. You are a serial entrepreneur having founded several start-ups, what were some of these earlier companies? I have spent 15 years in the tech industry, working for some big companies as well as starting a couple of my own startups.

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Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In today’s data-driven world, whether you’re a student looking to extract insights from research papers or a data analyst seeking answers from datasets, we are inundated with information stored in various file formats. From research papers in PDF to reports in DOCX and plain text documents (TXT), to structured data in CSV files, there’s […] The post How to Develop A Multi-File Chatbot?

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Chatbots NLP Generative AI Python 343

Unite.AI

SEPTEMBER 29, 2023

In today’s competitive digital marketplace, a robust content strategy is pivotal for businesses seeking to carve out a niche and establish a formidable online presence. This involves not just the meticulous creation of content but also the thoughtful crafting of the underlying strategies that guide the creation process. ChatGPT has emerged as a valuable tool in this aspect, helping businesses to generate innovative ideas, draft content, and formulate strategies that align with their overarching

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ChatGPT Prompt Engineer Prompt Engineering AI 267

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Image matting technology is a computer vision and image processing technique that separates the foreground objects from the background in an image. The goal of image matting is to accurately compute the transparency or alpha values for each pixel in the image, indicating how much of the pixel belongs to the foreground and how […] The post What Does ViTMatte Reveal About the Cutting-Edge in Image Matting Technology?

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Computer Vision 337

Cassie Kozyrkov

SEPTEMBER 29, 2023

How to build machines with good manners Continue reading on The Startup »

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Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Diffusion models, rooted in probabilistic generative modeling, are powerful tools for data generation. Initially in machine learning research, their history dates back to the mid-2010s when Denoising Autoencoders were developed. Today, they have gained prominence for their ability to generate high-quality images from text by modeling the denoising process.

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Machine Learning Generative AI Python AI 336

AssemblyAI

SEPTEMBER 29, 2023

Most businesses have no shortage of audio and video content. Consider the recorded calls from a call center, the videos of the sales team with potential clients, or the weekly podcast your marketing team produces. While this content offers a gold mine of data, this information often goes to the wayside. It would take weeks to filter and categorize all of the information to identify common issues or patterns.

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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.

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In deep learning, optimization algorithms are crucial components that help neural networks learn efficiently and converge to optimal solutions. One of the most popular optimization algorithms used in training deep neural networks is the Adam optimizer, and achieving optimal performance and training efficiency is a quest that continues to captivate researchers and practitioners alike. […] The post What is Adam Optimizer?

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Neural Network Deep Learning Algorithm Machine Learning 336

Unite.AI

SEPTEMBER 29, 2023

Have you ever wanted to create high-quality voiceovers for your content but didn't have the voice actors or equipment to do so? Lucky for you, this comprehensive Murf AI review will explain how you can use AI voice generation to elevate your content creation to a whole new level! Murf AI provides an easy and efficient solution to generating high-quality audio content using over 120 AI voice actors in 20 languages and accents.

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IBM Journey to AI blog

SEPTEMBER 29, 2023

Regular cleanup is part of all account administration and security best practices, not just for cloud environments. In our blog post on identifying inactive identities , we looked at the APIs offered by IBM Cloud Identity and Access Management (IAM) and how to utilize them to obtain details on IAM identities and API keys. Some readers provided feedback and asked on how to proceed and act on identified inactive identities.

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Automation 231

Flipboard

SEPTEMBER 29, 2023

It's a highly ambitious plan.

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Large Language Models AI AI Artificial Intelligence 181

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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?

Business Intelligence

Marktechpost

SEPTEMBER 29, 2023

Was this response better or worse?BetterWorseSame It has been said that information theory and machine learning are “two sides of the same coin” because of their close relationship. One exquisite relationship is the fundamental similarity between probabilistic data models and lossless compression. The essential theory defining this concept is the source coding theorem, which states that the predicted message length in bits of an ideal entropy encoder equals the negative log2 probabil

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Large Language Models Machine Learning Algorithm AI Research 135

Flipboard

SEPTEMBER 29, 2023

Meta Platforms showed off a bevy of new AI features for its consumer-facing services Facebook, Instagram and WhatsApp at its annual Meta Connect conference in Menlo Park, California, this week.

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Marktechpost

SEPTEMBER 29, 2023

Researchers have introduced a cutting-edge framework called MUTEX, short for “MUltimodal Task specification for robot EXecution,” aimed at significantly advancing the capabilities of robots in assisting humans. The primary problem they tackle is the limitation of existing robotic policy learning methods, which typically focus on a single modality for task specification, resulting in robots that are proficient in one area but need help to handle diverse communication methods.

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Robotics AI Research AI Researcher ML 126

Flipboard

SEPTEMBER 29, 2023

Ta-Da will soon offer a native token for data contributions, introducing a new model for training artificial intelligence.

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Artificial Intelligence Artificial Intelligence AI AI 181

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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.

NVIDIA

SEPTEMBER 29, 2023

In a talk, now available online , NVIDIA Chief Scientist Bill Dally describes a tectonic shift in how computer performance gets delivered in a post-Moore’s law era. Each new processor requires ingenuity and effort inventing and validating fresh ingredients, he said in a recent keynote address at Hot Chips, an annual gathering of chip and systems engineers.

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Large Language Models Generative AI AI Modeling AI 125

Flipboard

SEPTEMBER 29, 2023

Europe’s startup contribution to the generative AI bonanza, Mistral, has released its first model. Mistral 7B is free to download and be used anywhere — including locally.

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Generative AI Large Language Models AI Modeling AI Developer 178

Extreme Tech

SEPTEMBER 29, 2023

CUDA core counts might also be going up a sizable 33% as well.

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Flipboard

SEPTEMBER 29, 2023

ChatGPT might be the best-known AI, but it's not the only one out there Ever since artificial intelligence became available to the public, ChatGPT has …

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Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

AWS Machine Learning Blog

SEPTEMBER 29, 2023

This guest post is co-written by Lydia Lihui Zhang, Business Development Specialist, and Mansi Shah, Software Engineer/Data Scientist, at Planet Labs. The analysis that inspired this post was originally written by Jennifer Reiber Kyle. Amazon SageMaker geospatial capabilities combined with Planet ’s satellite data can be used for crop segmentation, and there are numerous applications and potential benefits of this analysis to the fields of agriculture and sustainability.

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Machine Learning Data Scientist ML Python 122

Flipboard

SEPTEMBER 29, 2023

Amazon Bedrock just reached general availability, and we explore what that means for businesses of all sizes.

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AI Tools Generative AI AI AI 172

Marktechpost

SEPTEMBER 29, 2023

In recent years, large language models (LLMs) have revolutionized the field of natural language processing, enabling unprecedented zero-shot and few-shot learning capabilities. However, their deployment in real-world applications has been hindered by their immense computational demands. A single 175 billion parameter LLM necessitates a staggering 350GB of GPU memory and specialized infrastructure.

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