IBM Data Science in Practice

NOVEMBER 11, 2022

Using the topic modeling approach, a machine can sift through unlimited lists of unstructured content into similar documents. So everyone wants the best Topic Modeling tool which they can use directly with their unstructured data & got the best results. These pre-defined topics are fixed.

Clustering 130

Clustering Algorithm AI AI 130

Data Science Dojo

AUGUST 18, 2023

They are trained on massive amounts of text data, and they can learn to understand the nuances of human language. They are able to learn long-range dependencies between words, which is essential for understanding the nuances of human language. They are typically trained on clusters of computers or even on cloud computing platforms.

Natural Language Processing 195

Natural Language Processing Database AI AI 195

Dataconomy

APRIL 12, 2023

Artificial intelligence vs cognitive science – two fields of study that are often seen as distinct, yet they share a common goal: to understand human intelligence and behavior. Some of the most common techniques used in AI include machine learning, deep learning, natural language processing, and computer vision.

Artificial Intelligence 91

Artificial Intelligence Artificial Intelligence AI AI 91

Data Science Dojo

MARCH 20, 2024

This efficiency makes RAG a scalable solution for applications requiring access to the latest information or coverage across diverse topics. Fine-tuning demands a significant investment in time and resources for the initial training phase, especially in preparing the domain-specific dataset and computational costs.

AI 195

AI AI Database Artificial Intelligence 195

Data Science Dojo

JANUARY 5, 2024

Learn about t the 20 key terms of large language models Generative AI coding tools and Their Features ChatGPT : Features: Text-based AI capable of generating human-like responses, creating content, and even programming assistance. AlphaCode : Features: Developed by DeepMind, it specializes in writing computer programs at a competitive level.

Machine Learning 150

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 150

Data Science Dojo

FEBRUARY 3, 2023

In this blog post, we’ll explore five project ideas that can help you build expertise in computer vision, natural language processing (NLP), sales forecasting, cancer detection, and predictive maintenance using Python. One project idea in this area could be to build a facial recognition system using Python and OpenCV.

Data Science 195

Data Science Python Machine Learning Machine Learning 195

Google Research AI blog

FEBRUARY 21, 2023

Posted by John Platt, Distinguished Scientist, Google Research (This is Part 7 in our series of posts covering different topical areas of research at Google. Our teams are exploring topics across the physical and natural sciences. You can find other posts in the series here.) It's an incredibly exciting time to be a scientist.

ML 105

ML ML Database Machine Learning 105

Data Science Dojo

JUNE 26, 2023

A large language model is a computer program that is trained and learns from a large amount of data. The machine is capable of understanding and generating human-like text based on the patterns and knowledge accumulated during the training process. Reading and comprehending all that information requires a great deal of time.

Deep Learning 195

Deep Learning Deep Learning Algorithm Artificial Intelligence 195

ODSC - Open Data Science

MARCH 19, 2024

Traditionally, this meant human interaction, pooling collective wisdom, experience, and skills to achieve shared goals. Humans need to be able to interpret AI’s analytics and apply them judiciously to strategic decision-making. In this scenario, humans and AI work together to innovate and solve problems.

AI 52

AI AI Data Science Artificial Intelligence 52

Data Science Dojo

SEPTEMBER 11, 2023

Language Models and their role in NLP Natural language processing (NLP) is a field of artificial intelligence which is solely dedicated to enabling machines and computers to understand, interpret, generate, and mimic human language.

Natural Language Processing 195

Natural Language Processing Supervised Learning Algorithm Deep Learning 195

Dataconomy

JANUARY 23, 2024

While some companies are already implementing AI into their everyday tasks, others are sticking with humans for now. Artificial intelligence is where a machine or software simulates human intelligence. The field of artificial intelligence grew popular with the dawn of computers and sci-fi media.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 113

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.

AI 95

AI AI Computer Science Computer Science 95

Data Science Dojo

APRIL 22, 2024

It plays a crucial role in the development and evolution of LLM technology to enhance the way users interact with information. However, before we dig deeper into the topic, it’s essential to understand what LLM context windows are and their importance in the world of language models.

195

195

Data Science 101

SEPTEMBER 6, 2023

“I think this kind of technology will be essential for expanding how we interact with the world around us…” — @mad.marchy Let’s get this week off to a good start. But I’d say in the near future I’m most excited about large language models, after that would be spatial computing.

Python 111

Python AI AI 111

Dataconomy

NOVEMBER 21, 2023

Artificial intelligence has become perhaps one of the most discussed topics these days. Artificial Intelligence can be categorized as a field of computer science, the model seeks to create intelligent machines capable of performing tasks that normally require human intelligence. Cybersecurity and privacy is always a hot topic.

Artificial Intelligence 168

Artificial Intelligence Artificial Intelligence Algorithm Internet of Things 168

Google Research AI blog

APRIL 23, 2023

Posted by Malaya Jules, Program Manager, Google This week, the Conference on Human Factors in Computing Systems (CHI 2023) is being held in Hamburg, Germany. We are proud to be a Hero Sponsor of CHI 2023, a premier conference on human-computer interaction, where Google researchers contribute at all levels.

Artificial Intelligence 85

Artificial Intelligence Artificial Intelligence ML ML 85

O'Reilly Media

JANUARY 16, 2024

And by “chat” I mean the original sense of the word—to hold a back-and-forth verbal conversation with it just like how you would chat with a fellow human being. These long solo drives were the perfect opportunity to test out ChatGPT’s voice feature because I couldn’t interact with the app using my hands for safety reasons.

AI 73

AI AI ML ML 73

Dataconomy

JUNE 15, 2023

It all began in the mid-20th century, when visionary pioneers delved into the concept of creating machines that could simulate human intelligence. It now possesses the ability to understand human language, recognize objects, and make predictions. Their groundbreaking work set the stage for the birth of artificial intelligence.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 103

DrivenData Labs

MARCH 26, 2024

Dr. Steve Crawford, Senior Program Executive for Scientific Data and Computing at NASA Background ¶ Our world is facing many urgent challenges, such as climate change, water insecurity, and food insecurity. These data sources spanned an impressive range of topics and formats. What motivated you to choose this topic?

Power BI 264

Power BI Data Scientist Python Machine Learning 264

Towards AI

OCTOBER 24, 2023

This agent, powered by GPT-4, can independently generate reward functions that surpass the performance of human experts in 83% of tasks, achieving an average enhancement of 52%. The fascinating demo shared by the company illustrates the agent’s ability to train a robotic hand to perform the rapid pen-spinning trick and a human.

AI 111

AI AI Deep Learning Deep Learning 111

Google Research AI blog

FEBRUARY 14, 2023

Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. This behavior is especially useful to let people interactively control and customize robot tasks when robots are working near people.

Algorithm 139

Algorithm System Architecture Deep Learning Deep Learning 139

Data Science Dojo

FEBRUARY 2, 2023

It is a widely used programming language in computer science. Weather App Creating a weather app is a great project idea for those interested in building applications that interact with external APIs. Matplotlib is a plotting library for creating static, animated, and interactive visualizations in Python.

Python 195

Python Data Analysis Data Analysis Data Science 195

NYU Center for Data Science

JULY 21, 2023

By facilitating interdisciplinary interactions, MBM seeks to foster breakthroughs that could revolutionize our understanding of the mind, the brain, and AI. Lake and Gureckis emphasized the need to align AI technologies with human intelligence, thus ensuring that these systems can more “fruitfully interact with us as people.”

Data Science 86

Data Science Artificial Intelligence Artificial Intelligence Deep Learning 86

Towards AI

DECEMBER 28, 2023

The advent of more powerful personal computers paved the way for the gradual acceptance of deep learning-based methods. The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP).

Natural Language Processing 109

Natural Language Processing Deep Learning Deep Learning Python 109

Data Science Dojo

MARCH 18, 2024

To truly understand their significance, it’s essential to recognize the practical challenges faced by current language models, such as ChatGPT, renowned for their ability to mimic human-like text across essays, dialogues, and even poetry. ” This is when the RAG system springs into action. Why a vector, you might ask? Why vectors?:

Database 369

Database AI AI Natural Language Processing 369

NYU Center for Data Science

SEPTEMBER 28, 2023

It’s a pivotal time in Natural Language Processing (NLP) research, marked by the emergence of large language models (LLMs) that are reshaping what it means to work with human language technologies. Linzen, for example, is interested in how human language works, which will never be solved simply by developing ever-more-sophisticated AI models.

Machine Learning 84

Machine Learning Machine Learning ML ML 84

Dataconomy

MARCH 27, 2023

However, while RPA and ML share some similarities, they differ in functionality, purpose, and the level of human intervention required. RPA tools can be programmed to interact with various systems, such as web applications, databases, and desktop applications.

ML 133

ML ML Machine Learning Machine Learning 133

Dataconomy

JULY 4, 2023

are a terrific way to have more customized and interesting interactions with imaginary characters. Character AI Rooms: Join engaging interactions and creative adventures SM64 Mario The highly developed artificial intelligence seems like a purpose-built creature committed to providing its users with engrossing dialogues and assistance.

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. Human moderators assess the result and deactivate the live stream.

AWS 88

AWS ML ML Natural Language Processing 88

Flipboard

JULY 31, 2023

Underneath AI, we have Machine Learning (ML) , which is a type of AI that enables computers to learn without being explicitly programmed. Similarly, Machine Learning algorithms, with enough data, can make complex decisions, predict outcomes, and even create human-like text. It’s here to aid, not replace, human creativity.

AI 92

AI AI Machine Learning Machine Learning 92

Data Science Dojo

JULY 27, 2023

Automatic driver: The Automatic Driver project teaches users how to create a program that automates certain tasks on their computer. Playing with Cards: Playing with Cards is a Python project that aims to teach users how to interact with and manipulate playing cards programmatically. Python projects 10.

Python 195

Python Data Visualization Artificial Intelligence Artificial Intelligence 195

Heartbeat

FEBRUARY 2, 2024

Visual Question Answering (VQA) stands at the intersection of computer vision and natural language processing, posing a unique and complex challenge for artificial intelligence. This opens up new possibilities for sophisticated interactions between machines and humans, heralding a transformative era in the field of artificial intelligence.

Natural Language Processing 52

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 52

Dataconomy

MARCH 15, 2023

Let’s shed some light on this topic by going back to 6 months earlier first. OpenAI’s interactions with humans were restricted to text inputs, be it through Dall-E or ChatGPT. You can iterate and refine it, and the computer just does it for you. With the release of GPT-4, this might change for good.

AI 70

AI AI Natural Language Processing Artificial Intelligence 70

Pickl AI

APRIL 19, 2024

Understanding Artificial Intelligence Definition of Artificial Intelligence (AI) Artificial Intelligence , often called AI, refers to developing computer systems capable of performing tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, and language understanding.

Natural Language Processing 52

Natural Language Processing AI AI Machine Learning 52

Hacker News

JUNE 7, 2023

And much as functions are the building blocks for computational programming—say in the Wolfram Language —so prompts are the building blocks for “LLM programming”. But often they contain parameters, or have additional computational or other content. But there are different ways to use prompts in different categories.

Artificial Intelligence 133

Artificial Intelligence Artificial Intelligence AI AI 133

Heartbeat

JULY 11, 2023

Artificial intelligence (AI) has a subject called natural language processing (NLP) that focuses on how computers and human language interact. The study of artificial intelligence (AI)’s Natural Language Processing (NLP) subfield is concerned with how computers and human language interact. articles, videos).

Natural Language Processing 40

Natural Language Processing Algorithm Artificial Intelligence Artificial Intelligence 40

ODSC - Open Data Science

APRIL 21, 2023

That’s why at ODSC East, generative AI will be one of the hot topics to be discussed in our talks, workshops, tutorials, and more. These challenges include handling massive amounts of data, large-scale computation and memory, complex pipelines, transfer learning, extensive testing, and monitoring, among others.

AI 52

AI AI Azure Algorithm 52