AWS Machine Learning Blog

MAY 8, 2023

With Amazon SageMaker , you can manage the whole end-to-end machine learning (ML) lifecycle. By doing so, we can achieve robust and secure access to the MLflow server from both SageMaker managed infrastructure and Amazon SageMaker Studio , without having to worry about credentials and all the complexity behind credential management.

Data Science 68

Data Science Machine Learning Python Data Scientist 68

ODSC - Open Data Science

JUNE 9, 2023

Event Overview The Generative AI Summit will feature a variety of sessions that will cover the technical aspects of generative AI as well as address some of the implications of its applications in society. He writes regularly for Towards Data Science. Discover what you can expect from this event below. Elizabeth M.

Generative AI 52

Generative AI Data Science Machine Learning Data Scientist 52

Dlabs.ai

JULY 7, 2022

Sources: The Guardian & The Science Times Microsoft Stops Recognizing Emotions Emotions aren’t always obvious, and they’re often tricky to pinpoint. Source: Engadget Alexa Can Now Speak Like The Deceased Losing a loved one is heartbreaking. Do you believe it’s real? Or is it just a well-trained AI model?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics Machine Learning 52

ODSC - Open Data Science

AUGUST 9, 2023

In the unceasingly dynamic arena of data science, discerning and applying the right instruments can significantly shape the outcomes of your machine learning initiatives. A cordial greeting to all data science enthusiasts! We fill missing values in these new features with 0.0 and add them to our continuous columns.

Machine Learning 52

Machine Learning Big Data Data Science Algorithm 52

Mlearning.ai

JULY 7, 2023

Let us look into some of the examples from platforms like “Amazon, Netflix & Youtube” to get motivated about this concept. Now, let’s see how the Tech Giant Amazon works in recommending : Amazon: Let’s see a book to buy; “The Alchemist”. This feature representation is not explicitly given to work on.

Algorithm 52

Algorithm ML AI Tools Deep Learning 52

Unite.AI

JUNE 15, 2023

But what's changed, I think, is that used to be a feature that gave you some advantages when you use sparingly. But then that automation only handles 50% of issues, so to speak. The whole world blows up, so to speak, right? Buyers are tightening up their purse string, so to speak. I think it's on Amazon Prime.

Large Language Models 246

Large Language Models Generative AI Chatbots Auto-complete 246

O'Reilly Media

JANUARY 16, 2024

I’m personally interested in this topic since I am a professor who researches human-computer interaction, user experience design, and cognitive science , so AI voice interfaces are fascinating to me. Must speak entire request all at once : Most notably, it felt unnatural to have to speak my entire request all at once without pausing.

ChatGPT 72

ChatGPT LLM AI AI 72

NVIDIA

MARCH 18, 2024

Named for David Harold Blackwell — a University of California, Berkeley mathematician specializing in game theory and statistics, and the first Black scholar inducted into the National Academy of Sciences — the new architecture succeeds the NVIDIA Hopper architecture, launched two years ago. Blackwell delivers 2.5x

Generative AI 145

Generative AI Robotics AI AI 145

AWS Machine Learning Blog

MAY 7, 2024

Rather than requiring extensive feature engineering and dataset labeling, LLMs can be fine-tuned on small amounts of domain-specific data to quickly adapt to new use cases. By handling most of the heavy lifting, services like Amazon SageMaker JumpStart remove the complexity of fine-tuning and deploying these models.

Prompt Engineer 89

Prompt Engineer Prompt Engineering Large Language Models LLM 89

ODSC - Open Data Science

MAY 22, 2023

Easy to use, automated features, and allows for everyday people to accomplish many of these tasks without the need for an account or bookkeeper. No matter what some might claim, the desire to speak with a real person is very important for most. This same idea can be seen with accountants and bookkeepers. Well, look at Turbo Tax.

Automation 98

Automation Robotics AI AI 98

Snorkel AI

JANUARY 12, 2023

In this article, we discuss key Snorkel Flow features and capabilities that help data science and machine learning teams to adapt NLP models to non-English languages. Machine learning models trained on labeled datasets generally learn from features in the available data to predict specific classes. There are exceptions to this!

BERT 52

BERT Natural Language Processing NLP Auto-classification 52

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Today, we are excited to announce the capability to fine-tune Llama 2 models by Meta using Amazon SageMaker JumpStart. Now you can also fine-tune 7 billion, 13 billion, and 70 billion parameters Llama 2 text generation models on SageMaker JumpStart using the Amazon SageMaker Studio UI with a few clicks or using the SageMaker Python SDK.

Auto-complete 91

Auto-complete Machine Learning ML Python 91

Mlearning.ai

JANUARY 26, 2023

What are the main bottlenecks of using EO data for data science projects in your organisation? (1/2) 1/2) What are the main bottlenecks of using EO data for data science projects in your organisation? (2/2) The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 597–602. Marujo, R.

Metadata 98

Metadata Data Science Big Data Linked Data 98

Dlabs.ai

JUNE 18, 2021

Querium offers this, delivering personalized tutoring lessons across science, technology, engineering, and mathematics (STEM). The techniques rely on extracting features from various traits captured by imagery, physiological, or neurological sensors — or by tracing activities in the learner’s environment.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Computer Vision Chatbots 52

Google Research AI blog

JANUARY 24, 2023

Further, this scale is being incorporated into features on our products, continuing a long line of our work to improve diversity and skin tone representation on Image Search and filters in Google Photos. The 10 shades of the Monk Skin Tone Scale.

Responsible AI 99

Responsible AI AI AI ML 99

The MLOps Blog

JULY 18, 2023

You have a bit of education in music composition, math, and science before you get more into the software engineering side of things. The funny thing about speech recognition is it’s really a two-stage pipeline: The first component of most speech recognition systems, at least historically, is extracting features.

Conversational AI 52

Conversational AI Natural Language Processing AI AI 52

Hal Daumé III

NOVEMBER 8, 2016

One in particular is her 2013 paper in Theoretical Computer Science (with Mohri) which provides an amazingly in depth overview and new algorithms. Because I wanted to run some experiments for this talk, here are some simple adaptation numbers for predicting sentiment on Amazon reviews (data due to Mark Dredze and colleagues ).

ML 52

ML Robotics Machine Learning AI 52