AWS Machine Learning Blog

APRIL 8, 2024

However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. For example, you can use legal documents with similar terms for different contexts, or movies that have a similar plot released in different years. Metadata can be string, number, or Boolean.

Metadata 104

Metadata Generative AI Software Development Data Scientist 104

Artificial Corner

JULY 9, 2023

Recommendation systems: Streaming platforms leverage unsupervised learning to analyze users’ past choices and recommend personalized content, such as movies or music, enhancing the overall user experience.

Algorithm 97

Algorithm Categorization Machine Learning Neural Network 97

Artificial Corner

FEBRUARY 9, 2024

A widescreen landscape style image with an action movie point of view featuring, in the center, a man with a bewildered expression, pushing a shopping cart. Now, if you’re an expert in creating detailed prompts for images, I think DALL-E 3 or Midjourney might be better than Gemini. Let’s test the prompt below with Gemini.

Explainability 98

Explainability ChatGPT AI Modeling AI 98

Towards AI

APRIL 18, 2023

Clustering / Tagging / Grouping of documents. enjoy! “ “This is What I heard today (meaning he said it for the first time AFAIK) > pizza (pee-zah)(pee-tah) sheep (seep) kick wagon paper printer (pin-tah) fishie movie sit down (sih down) bounce stick — — — — — — I think that’s it. Recommendations for similar documents.

NLP 82

NLP Algorithm Explainability Python 82

AWS Machine Learning Blog

APRIL 24, 2023

We use Amazon EC2 as the compute resource to build a front-end dashboard for the reviewer to tag the input data with lower confidence scores. He loves to read and watch sci-fi movies in his spare time. In her spare time, she enjoys hiking and watching movies. Josie Cheng is a HKT AI/ML Go-To-Market at AWS.

ML 62

ML NLP Machine Learning ETL 62

AWS Machine Learning Blog

JULY 5, 2023

The HTML audio tag is used for this purpose). Outside of work, Varad enjoys creative writing, watching movies with family and friends, and traveling. A JavaScript function in the browser fetches the speech marks file and the audio from their URL handles (10). It sets up the audio player to play the audio.

Chatbots 67

Chatbots Machine Learning Python ML 67

Unite.AI

DECEMBER 26, 2023

Piotr Dabkowski and Mati Staniszewski, who grew up in Poland, were motivated by the subpar dubbing of Hollywood movies they experienced during childhood. The color-coded tags make it easy to find the perfect voice for any project, whether it's a professional presentation or a fun video. A video editor and AI writer would be beneficial.

AI 182

AI AI Chatbots AI Chatbots 182

Becoming Human

MAY 12, 2023

In-house Image Annotation The process of in-house image annotation involves tagging or labeling images with relevant metadata so that they can be retrieved and searched more easily. Media and Entertainment Movies and television shows can be characterized using image annotations.

Machine Learning 81

Machine Learning Computer Vision Automation Artificial Intelligence 81

ODSC - Open Data Science

APRIL 28, 2023

Introduction to SpaCy SpaCy is a python library designed to provide a “complete” NLP pipeline, including ingestion, tokenization, tagging, representation, and even classification. Think of the phrase “The movie I watched today was really bad”. You naturally link those two words, as you do with “the” and “movie”.

Deep Learning 98

Deep Learning Convolutional Neural Networks Neural Network NLP 98

AssemblyAI

APRIL 15, 2024

Improved media consumption: Media companies can provide subtitles and captions for movies, television shows, and online videos to make entertainment and information more accessible to a broader audience. Sentiment Analysis : Gauge the emotional tone behind speech, enabling a deeper understanding of customer feedback and interviews.

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

John Snow Labs

JUNE 6, 2023

For example, a named entity recognizer annotator might identify and tag entities such as people, organizations, and locations in a text document, while a sentiment analysis annotator might classify the sentiment of the text as positive, negative, or neutral. text = "A heartwarming and funny movie about the secret lives of toys.

BERT 52

BERT Python NLP Neural Network 52

Towards AI

APRIL 19, 2024

The Problems For the purpose of this short study, let’s consider the IMDB Movies Review dataset as an example. It has functions for the analysis of explicit text elements such as words, n-grams, POS tags, and multi-word expressions, as well as implicit elements such as clusters, anomalies, and biases.

Data Analysis 89

Data Analysis LLM Big Data NLP 89

PyImageSearch

JANUARY 1, 2024

Just a movie. No harm in watching a movie." Lines 35-37: Define a helper function to_markdown to format the generated text as Markdown, enhancing the readability of the output in Colab. Lines 38 and 39: Generate content based on the previously loaded image. The response is converted to Markdown format for display. That's all it is.

Computer Vision 114

Computer Vision Deep Learning Python Natural Language Processing 114

Snorkel AI

FEBRUARY 13, 2023

So, for example, here if the customer says, “free comedy movies,” “free funny films,” or even uses a different language to ask for, essentially, just browsing for movies that are free, that are of the genre comedy, and that are of the type movies. We have multiple sequels or the original movie.

Metadata 52

Metadata Machine Learning Deep Learning BERT 52

Snorkel AI

FEBRUARY 13, 2023

So, for example, here if the customer says, “free comedy movies,” “free funny films,” or even uses a different language to ask for, essentially, just browsing for movies that are free, that are of the genre comedy, and that are of the type movies. We have multiple sequels or the original movie.

Metadata 52

Metadata Machine Learning Deep Learning BERT 52

AWS Machine Learning Blog

DECEMBER 13, 2023

Rob created a tagging strategy for SLG1 based on best practices, but may need to coordinate with other teams who have created their own strategies, to align on a uniform approach. A new task was created to coordinate tagging strategies. He’s now starting EDU2 but is blocked on resource selection.

Generative AI 99

Generative AI ETL Automation AI 99

Flipboard

OCTOBER 25, 2023

You can also create an access point with the access point policy configured to only allow access to objects with a defined prefix or to objects with specific tags. If you have a large number of S3 objects to control access, consider grouping the S3 objects, assigning them tags, and then defining access control by tags.

ML 132

ML Metadata AI AI 132

Snorkel AI

MAY 25, 2023

For example, you can fine-tune a large language model on a dataset of movie reviews with associated ratings. Then, you can use the fine-tuned model to predict the rating of a new movie review. For example: I love this movie. It was so funny and entertaining: Positive This movie was terrible.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

For example, you can fine-tune a large language model on a dataset of movie reviews with associated ratings. Then, you can use the fine-tuned model to predict the rating of a new movie review. For example: I love this movie. It was so funny and entertaining: Positive This movie was terrible.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Marktechpost

JUNE 27, 2023

The platform has many applications, from customer support and product marketing films to internal training movies for new employees. generates the preliminary cut of your movie, and you can tweak it in a drag-and-drop editor to make it look exactly how you want it to. Your data is accessible from any location by your collaborators.

AI Tools 94

AI Tools Convolutional Neural Networks Artificial Intelligence Artificial Intelligence 94

AWS Machine Learning Blog

NOVEMBER 29, 2023

The dataset being used in this example is the Stanford Sentiment Treebank (SST2) dataset, which consists of movie reviews along with an integer (0 or 1) that indicates the positive or negative sentiment of the review. For more details about tags to include, see View your notebook jobs and download outputs in the Studio UI dashboard.

Data Drift 83

Data Drift BERT Data Scientist ML 83

Artificial Corner

AUGUST 3, 2023

You can ask the model to act as a character from your favourite book/movie/series. Essentially, role-playing involves setting up a scenario where the AI and user play certain characters or roles. You can have a personal teacher at your fingertips that can teach you anything. Sensitivity LLMs are highly sensitive to minor changes in input.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models LLM 98

Bugra Akyildiz

FEBRUARY 17, 2024

Taking shots from different angles are very smooth and transitions are movie quality. Unlike other kinds of models, recommendation models have large amount of non-numeric features such as id, tag, text and so on which lead to huge parameters. You think a director is actually planning the video and a professional is recording the video.

OpenAI 52

OpenAI Large Language Models LLM Deep Learning 52

AWS Machine Learning Blog

MAY 30, 2023

It allows you to filter and group by values such as AWS service, usage type, cost allocation tags, EC2 instance type, and more. Tagging A tag is a label that you assign to an AWS resource. You can use tags to organize your resources by users, departments, or cost centers, and track your costs on a detailed level.

ML 64

ML Machine Learning Computer Vision Categorization 64

Marktechpost

JUNE 10, 2023

You can use it to make “how-to” movies that show them why and how your items will solve their problems. Everything crucial is taken care of dependably without any extra effort on your part, from auto-tagging to exchanging inventory FTP feeds, and it’s all contained within a single centralized source of truth.

Artificial Intelligence 108

Artificial Intelligence Artificial Intelligence AI AI 108

AWS Machine Learning Blog

APRIL 17, 2023

It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, and wrappers for industrial-strength natural language processing (NLP) libraries.

Python 83

Python ML Machine Learning Natural Language Processing 83

AWS Machine Learning Blog

SEPTEMBER 26, 2023

See the following commands to login to Amazon ECR, which tags the local image with full Amazon ECR image path and then push the image to Amazon ECR. In his spare time, Praveen loves to read and enjoys sci-fi movies. . * Connected to localhost (127.0.0.1) port 8080 (#0) > POST /invocations HTTP/1.1 >

ML 102

ML Python Categorization Algorithm 102

PyImageSearch

MAY 22, 2023

Think of it like trying to figure out which movies your friends might like based on the movies they’ve already watched. Connect with us on Twitter by tagging @pyimagesearch. The authors view object detection as a set prediction problem. Life Is Not a Bed of Roses ?: Citation Information A. Gosthipaty and R.

Computer Vision 60

Computer Vision Deep Learning Explainability Algorithm 60

Unite.AI

JUNE 15, 2023

Well, we also Triage, which is the name of our second product, route issues, tag them, make sure they get to the right agent in the right channel, the right time, so you can deploy that. But then that automation only handles 50% of issues, so to speak. And so, what about the issues that still need to go to a human? And it's very subtle.

Large Language Models 246

Large Language Models Generative AI Chatbots Auto-complete 246

NVIDIA

JULY 11, 2023

Join by show us a photo/video of how one of your art projects started and then one of the final result + tag #StartToFinish. It’s always a thrill to recreate props inspired by movies like Ocean’s Eleven and Mission Impossible , and create assets someone might use during these types of missions and sequences,” said Norris.

AI 55

AI AI 55

AWS Machine Learning Blog

OCTOBER 20, 2023

Data lake foundations This module helps data lake admins set up a data lake to ingest data, curate datasets, and use the AWS Lake Formation governance model for managing fine-grained data access across accounts and users using a centralized data catalog, data access policies, and tag-based access controls.

ML 101

ML Data Scientist ML Engineer Data Science 101

ODSC - Open Data Science

FEBRUARY 14, 2023

While technology engineers are finding ChatGPT useful to rapidly debug and or create codes, creative writers are testing it to create complex movie plots. Lastly, OpenAI has plans to embed cryptographic tags into ChatGPT’s output in order to watermark the generated text. But users may find ways to bypass safeguards.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

NLP For Hackers

JULY 1, 2018

You can get the dataset from here: Kaggle IMDB Movie Reviews Dataset Let’s quickly explore the IMDB dataset: import re import pandas as pd def clean_review(text): # Strip HTML tags text = re.sub('<[^<]+?>', Best movie ever!!" ])) # array([0, 1]) Let’s quickly mention some other elements of Deep Learning.

Deep Learning 52

Deep Learning Neural Network Algorithm Natural Language Processing 52

AWS Machine Learning Blog

DECEMBER 14, 2023

Outside of work, he enjoys playing chess, hiking and watching movies. This advancement simplifies cost allocation analysis for storage resources, aiding administrators in managing and attributing costs more effectively. Bharat Nandamuri is a Senior Software Engineer working on Amazon SageMaker Studio.

Generative AI 98

Generative AI AI Tools ML AI 98

Heartbeat

FEBRUARY 29, 2024

A set of tags is used to structure content on the Internet. Tags are like containers that wrap various elements, defining their structure and appearance on a web page. HTML Tags Tags are the heart of HTML. These are always included in the opening tag and specified as name/value pairs. HTML Elements ( Wikipedia ) 1.

LLM 52

LLM Data Extraction Metadata Python 52

AWS Machine Learning Blog

MAY 30, 2023

You can also apply additional filters such as account number, Amazon Elastic Compute Cloud (Amazon EC2) instance type, cost allocation tag, Region, and more. You can also include cost-allocation tags in your query for an additional level of granularity. For example, you can attach a cost allocation tag for the sagemaker:domain-arn tag.

ML 79

ML Deep Learning Neural Network Machine Learning 79

Snorkel AI

APRIL 11, 2023

So imagine you’re tagging friends and images on a social media website, you’re flagging emails as spam, or you’re rating items or movies on your favorite content-streaming platform. So where might we have these large label datasets? This comes up in practice if you have systematic feedback or feedback from users.

Deep Learning 52

Deep Learning Algorithm BERT ML 52