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.

LLM 343

LLM Large Language Models OpenAI ChatGPT 343

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

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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Unite.AI

SEPTEMBER 29, 2023

Let's take a moment to travel back in time and think of a classroom from a few decades ago: the unmistakable screech of chalk on the blackboard, students hastily scribbling notes from bulky textbooks, and teachers relying on the age-old method of “repeat after me.” The teacher was the sole source of information and teaching aids were limited to physical objects like maps, globes, and perhaps an overhead projector.

Automation 290

Automation AI AI AI Tools 290

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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

Natural Language Processing 330

Natural Language Processing NLP Artificial Intelligence Artificial Intelligence 330

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 330

Data Science Data Scientist 330

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.

Generative AI 269

Generative AI ML Explainability Machine Learning 269

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 Generative AI NLP Python 330

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

ChatGPT 267

ChatGPT Prompt Engineer Prompt Engineering AI 267

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Generative AI

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?

Computer Vision 323

Computer Vision 323

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.

Categorization 264

Categorization Auto-complete AI Modeling LLM 264

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.

Machine Learning 323

Machine Learning Generative AI Python AI 323

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.

Automation 222

Automation 222

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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?

Neural Network 323

Neural Network Deep Learning Algorithm Machine Learning 323

Cassie Kozyrkov

SEPTEMBER 29, 2023

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

AI 262

AI AI Data Science Artificial Intelligence 262

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.

AI 178

AI AI Artificial Intelligence Artificial Intelligence 178

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

Large Language Models 133

Large Language Models Machine Learning Algorithm AI Researcher 133

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Data Analysis

Flipboard

SEPTEMBER 29, 2023

This tutorial provides an in-depth introduction to machine learning using PyTorch and its high-level wrapper, PyTorch Lightning. The article covers essential steps from installation to advanced topics, offering a hands-on approach to building and training neural networks, and emphasizing the benefits of using Lightning.

Neural Network 152

Neural Network Machine Learning 152

Extreme Tech

SEPTEMBER 29, 2023

The autumn equinox brings a Harvest Moon that will be larger than normal in the sky—and a surprising increase in geomagnetic activity, which generates waves you may recognize from van Gogh's 'Starry Night.

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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 …

ChatGPT 161

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ODSC - Open Data Science

SEPTEMBER 29, 2023

Amazon has claimed a greater stake in the AI race with a new $4 billion investment into AI startup Anthropic. This is the latest high-level investment by a tech giant in recent months as more and more established companies look to AI to deliver new economic opportunities. According to a report on MSN.com , Amazon will be taking a minority stake in Anthropic, as described in a joint statement from the two companies.

Data Science 98

Data Science AI Chatbots Generative AI AI 98

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.

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.

Generative AI 142

Generative AI Large Language Models AI Modeling AI Developer 142

ODSC - Open Data Science

SEPTEMBER 29, 2023

After months of AI-generated content flooding Amazon’s self-publishing service, the tech giant looks to crack down on AI-generated content. In a report from Fox News , Amazon is now requiring disclosure of AI-generated content after waves of complaints. In the report, Amazon updated their guidelines with the following, “ We require you to inform us of AI-generated content (text, images or translations) when you publish a new book or make edits to and republish an existing book through KDP (Kindl

Data Science 98

Data Science AI AI ChatGPT 98

Flipboard

SEPTEMBER 29, 2023

The artificial intelligence toolbox can help biopharma companies move data-driven medicine forward. It’s hard to believe it was only last November when ChatGPT arrived, giving almost everyone everywhere instant access to artificial intelligence.

Artificial Intelligence 135

Artificial Intelligence Artificial Intelligence ChatGPT AI 135

ODSC - Open Data Science

SEPTEMBER 29, 2023

In a report from Bloomberg via MSN.com , Getty Images is set to debut its own AI image generator in an attempt to generate content free of copyright concerns. These concerns have grown rapidly since a federal court’s ruling found that AI-generated images could not be copyrighted. The company will use its content library to help generate new images, which likely has given it a great deal of data to train its model.

Data Science 98

Data Science AI AI OpenAI 98

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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Artificial Intelligence

Flipboard

SEPTEMBER 29, 2023

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

Artificial Intelligence 164

Artificial Intelligence Artificial Intelligence AI AI 164

ODSC - Open Data Science

SEPTEMBER 29, 2023

According to a report by Benzinga Research, the global AI market will see a massive 31% CAGR through 2030, with North America and China seeing the greatest gains. The global market for AI-related services sat at a valuation of around $29.9 billion in 2019 but is expected to jump to over $718 billion by 2030. So what exactly is driving this massive spike in growth?

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence Data Science OpenAI 97

Flipboard

SEPTEMBER 29, 2023

• Google is launching a standalone web crawler called "Google-Extended" that allows web publishers to opt out of Google Bard without affecting their …

Machine Learning 141

Machine Learning 141