O'Reilly Media

APRIL 30, 2024

By Rufus Rock , UCL ; Tim O’Reilly , UCL ; Ilan Strauss , UCL ; and Mariana Mazzucato , UCL This article is republished from The Conversation under a Creative Commons license. Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation.

Algorithm 88

Algorithm AI AI AI Modeling 88

Flipboard

MARCH 2, 2023

When Facebook opened its API to third-party developers back in 2007, it was seen as a way to outmaneuver Myspace, which at the time was still the dominant social network at the dawn of a new era. Now, 15 years later, could OpenAI use the same playbook to compete with giants like Google? It saves you the time,” Curial said of APIs.

OpenAI 111

OpenAI ChatGPT Large Language Models AI Tools 111

Towards AI

FEBRUARY 20, 2024

So, if the price for v1.5 does not increase significantly, the combination of price and capability could enable many more use cases. So, if the price for v1.5 does not increase significantly, the combination of price and capability could enable many more use cases. and just one week after the release of Gemino Ultra 1.0.

Neural Network 73

Neural Network OpenAI LLM Machine Learning 73

Viso.ai

NOVEMBER 19, 2023

This includes various products related to different aspects of AI, including but not limited to tools and platforms for deep learning, computer vision, natural language processing, machine learning, cloud computing, and edge AI. Such tasks include image recognition , video analytics , generative AI, voice recognition, text recognition, and NLP.

Computer Vision 97

Computer Vision Natural Language Processing Machine Learning Deep Learning 97

Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. These models are trained on vast datasets encompassing a broad spectrum of internet text.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

IBM Journey to AI blog

MAY 23, 2023

Every day, people encounter multiple obstacles while traveling to their intended destinations. Sitting in traffic, waiting for the bus to arrive 15 minutes later than scheduled, driving around for 30 minutes to find a parking spot—the modern world is full of inconveniences due to underlying inefficiencies in our transportation systems.

Automation 192

Automation Artificial Intelligence Artificial Intelligence Machine Learning 192

O'Reilly Media

APRIL 23, 2024

Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements, placing them ahead of the customer-centric results chosen by the company’s organic search algorithms, which prioritize a combination of low price, high customer ratings, and other similar factors?

BERT 108

BERT Algorithm AI AI 108

Towards AI

JANUARY 30, 2024

Training a large language model (LLM) from scratch, rather than building upon an existing leading LLM (open or closed source), is only going to make sense in the largest AI labs. The company also introduced new versions of its GPT-4 Turbo and moderation models, new API usage management tools, and lower pricing on its GPT-3.5

OpenAI 85

OpenAI AI AI Neural Network 85

Towards AI

MAY 7, 2024

A collaboration between Nvidia and UPenn released DrEureka, a new open-source model that uses an LLM agent to write code for training robots in simulation and then write further code to transfer to real-world deployment. The model was trained on 8.1 trillion tokens and has 21bn activated parameters. The model scores 77.8 on HumanEval.

Robotics 79

Robotics Chatbots OpenAI AI 79

ODSC - Open Data Science

OCTOBER 14, 2023

In the spirit of open data and growing the data science and AI community, we are thrilled to announce that we are now offering a free ODSC Open Pass, both for in-person and virtual during ODSC West this October 30th to November 2nd. Included in your open pass, you’ll get access to. with Comparative AI/DataGPT Ask the Experts!

Data Science 52

Data Science Machine Learning NLP Responsible AI 52

IBM Journey to AI blog

APRIL 18, 2024

Imagine a world where machines aren’t confined to pre-programmed tasks but operate with human-like autonomy and competence. A world where computer minds pilot self-driving cars, delve into complex scientific research, provide personalized customer service and even explore the unknown. Imagine a self-driving car piloted by an AGI.

Neural Network 239

Neural Network LLM AI AI 239

ODSC - Open Data Science

OCTOBER 19, 2023

Introducing the free ODSC West Open Pass Introducing ODSC West’s Open Pass! These scary good prices won’t last long! This tutorial walks you through adapting a pre-trained model to generate text that emulates chat conversations from a Slack channel. Attend in-person or virtually! Register now for 30% off.

Large Language Models 97

Large Language Models Data Science Data Scientist Artificial Intelligence 97

Robot Writers AI

APRIL 28, 2024

That pricing — at $6.66/month Microsoft has decided to offer AI-on-the-cheap for businesses willing to settle for a little less than cutting-edge. Specifically, the tech titan is peddling three new AI engines — from a new family of AI offerings dubbed Phi-3 — that are significantly less powerful than say ChatGPT-4 Turbo.

AI Engineer 52

AI Engineer Auto-complete AI AI 52

AWS Machine Learning Blog

APRIL 22, 2024

To configure LDAPS in HyperPod cluster instances, the lifecycle script installs and configures System Security Services Daemon (SSSD) —an open source client software for LDAP/LDAPS. With SageMaker HyperPod, you can train FMs for weeks and months without disruption. The following diagram illustrates the high-level solution architecture.

Software Engineer 86

Software Engineer Software Development Machine Learning ML 86

IBM Journey to AI blog

NOVEMBER 8, 2023

We are expanding IBM Db2 Warehouse on Power with a new Base Rack Express at a 30% lower entry list price, adding to today’s S, M and L configurations, while still providing the same total-solution experience, including Db2 Data Warehouse’s connectivity with watsonx.data to unlock the potential of data for analytics and AI.

Automation 246

Automation AI AI Large Language Models 246

ODSC - Open Data Science

JUNE 1, 2023

Gartner defines Real-Time Analytics as follows: Real-time analytics is the discipline that applies logic and mathematics to data to provide insights for making better decisions quickly. The bit that I’ve highlighted in bold is the most important part of the definition in my opinion. Front end — The thing that end users interact with.

Data Science 98

Data Science Data Platform Machine Learning Python 98

AI Impacts

MARCH 29, 2024

Introduction The first serious attempt at building a subway in New York City occurred in 1866, following the end of the Civil War (1865) and the opening of the first subway in London (1863). When we consider how popular the subway was, even when it first opened, these failures are remarkable. Why Did New York City Need A Subway?

AI 147

AI AI 147

Marktechpost

JULY 21, 2023

By inheriting most of the network weights from publicly available, pre-trained domain experts and freezing them during training, Prismer only requires training a few components. However, these features come at a high price, necessitating a lot of training data and computational resources for training and inference.

Deep Learning 91

Deep Learning Explainability AI Researcher AI Research 91

Towards AI

JANUARY 10, 2024

This is good; in fact, it has opened the world’s eyes to so many different use cases that can be achieved in less effort than it would have been earlier. Last Updated on January 10, 2024 by Editorial Team Author(s): manish kumar Originally published on Towards AI. Generative AI is taking the world by storm. In fact, even today.

Neural Network 102

Neural Network Machine Learning Large Language Models Generative AI 102

AWS Machine Learning Blog

NOVEMBER 22, 2023

Each DL2q instance has 96 vCPUs, a system memory capacity of 768 GB and supports a networking bandwidth of 100 Gbps as well as Amazon Elastic Block Store (Amazon EBS) storage of 19 Gbps. The cores are interconnected with a high-bandwidth low-latency network-on-chip (NoC) mesh. PetaOps of Int8 inference performance and 1.4

BERT 102

BERT Deep Learning Python Auto-classification 102

Viso.ai

DECEMBER 20, 2023

CVAT is an open-source software tool for teams to create image and video annotations. CVAT stands for Computer Vision Annotation Tool ; it is a free, open-source digital image animation tool written in Python and JavaScript. The computer vision annotation tool CVAT provides a powerful solution for image annotation in computer vision.

Computer Vision 98

Computer Vision Deep Learning Neural Network Automation 98

AWS Machine Learning Blog

MARCH 1, 2024

However, the term “cost” might have synonyms such as “price,” so it will be better to use semantic search, which understands the meaning of the text. At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. Context is retrieved from the vector database based on the user query.

Machine Learning 108

Machine Learning Generative AI Chatbots Natural Language Processing 108

Aiiot Talk

DECEMBER 27, 2023

In retail, AI is used to forecast trends, manage inventory, and even set prices dynamically. Below, we delve into six compelling ways in which AI can boost business performance, transforming challenges into opportunities and setting new benchmarks in efficiency and effectiveness.

Automation 130

Automation AI AI Robotics 130

IBM Journey to AI blog

AUGUST 2, 2023

In our first blog post in this series on debunking observability myths, we focused on the myth that “ You can skip monitoring and rely solely on logs.” ” In this post, we’ll tackle another fallacy that limits the potential of observability—that it’s exclusively built for site reliability engineers (SREs).

DevOps 151

DevOps Software Development Automation 151

Bugra Akyildiz

DECEMBER 18, 2022

If you have been spending a lot of time with ChatGPT, you my want to take a look at the awesome prompts: [link] You can open full-fledged terminal, write Python, JS in various terminals and then debug your code further. Dramatron uses hierarchical story generation for consistency across the generated text.

Neural Network 52

Neural Network ChatGPT Machine Learning Deep Learning 52

ODSC - Open Data Science

MARCH 27, 2023

You’ll hear how declarative machine learning has been essential to the speedy adoption at leading institutions such as Apple and Meta, as well as learn about Ludwig, the open-source declarative machine learning framework. Check a few of them out below.

Machine Learning 98

Machine Learning Data Ingestion Explainability ML 98

Pickl AI

APRIL 15, 2024

Retail: Companies like Amazon use Data Science to recommend products and optimise pricing strategies. With a focus on industry relevance and career support, participants gain confidence and readiness to excel in the competitive job market. Therefore, the significance of Data Science is undeniable.

Data Science 52

Data Science Data Mining Data Scientist Machine Learning 52

AWS Machine Learning Blog

MARCH 8, 2023

RL techniques have found widespread applications in numerous domains, including financial services, autonomous navigation, industrial control, and e-commerce. The objective of an RL problem is to train an agent that, given an observation from its environment, will choose the optimal action that maximizes cumulative reward.

Machine Learning 75

Machine Learning Algorithm Data Scientist ML 75

Towards AI

JULY 21, 2023

The Short Squeeze The plebeian beats the market… Wall Street — with its historical knack for favoring the frothingly rich, summer-home traveling bourgeoisie — was outsmarted by a network of Reddit day-trading Millennial computer nerds. The end result is a vicious melt up of stock price aka the short squeeze. So what happened?

NLP 52

NLP Natural Language Processing Python Data Scientist 52

ODSC - Open Data Science

JULY 26, 2023

predicting house prices). As a senior data scientist, I often encounter aspiring data scientists eager to learn about machine learning (ML). It’s a fascinating field that can seem daunting at first, but I assure you, with the right mindset and resources, anyone can master it. What is Machine Learning?

Machine Learning 52

Machine Learning ML Data Scientist Neural Network 52

IBM Journey to AI blog

JULY 6, 2023

In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. This post will dive deeper into the nuances of each field. What is data science? Data science is a broad, multidisciplinary field that extracts value from today’s massive data sets. What is machine learning?

Data Science 148

Data Science Machine Learning Big Data Data Mining 148

Unite.AI

JANUARY 23, 2024

Word2Vec pioneered the use of shallow neural networks to learn embeddings by predicting neighboring words. Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. However, building useful LLM-based products requires specialized skills and knowledge.

Large Language Models 130

Large Language Models Prompt Engineer Prompt Engineering LLM 130

Pickl AI

JUNE 7, 2023

How to create a Data Science Project on GitHub? Data Science being the most demanding career fields today with millions of job opportunities flooding in the market. in order to ensure that you have a great career in Data Science, one of the major requirements is to create and have a Github Data Science project.

Data Science 52

Data Science Deep Learning Machine Learning Software Development 52

AssemblyAI

DECEMBER 23, 2022

For example, a model designed to predict stock market prices might have an objective function that measures the accuracy of the model's predictions. If the model is able to accurately predict the movement of stock prices over time, it would be considered to have a high level of capability for this task.

ChatGPT 246

ChatGPT Large Language Models OpenAI Algorithm 246

Heartbeat

JUNE 23, 2023

However, with the advent of deep learning, researchers have explored various neural network architectures to model and forecast time series data. Recurrent neural networks (RNNs), are a significant deep learning approach used in time series analysis . Long short-term memory networks are yet another crucial method. Let’s dive in!

Deep Learning 52

Deep Learning Neural Network Convolutional Neural Networks Python 52

IBM Journey to AI blog

MARCH 27, 2024

Here’s the situation: You’re the CIO or similarly empowered representative of an organization. Different voices within your business are calling attention to the awesome scalability and power of hyperscale computing, which you’ve also noticed with increasing interest. However, that’s just one set of opinions.

Artificial Intelligence 271

Artificial Intelligence Artificial Intelligence Data Platform Automation 271

Pickl AI

JUNE 21, 2023

Holding certification can open up new job opportunities and lead to career advancement, such as higher-paying roles or promotions within your organization. Expanded Skill Set AWS certifications require you to learn and understand different aspects of cloud computing , including infrastructure management, security, networking, and more.

Continuous Learning 52

Continuous Learning Machine Learning AI AI 52