AWS Machine Learning Blog

MARCH 30, 2023

With Trending-Now, you can surface items from your catalog that are rising in popularity with higher velocity than other items, such as trending news, popular social content, or newly released movies. For the interactions data, we use ratings history from the movies review dataset, MovieLens. Choose the new aws-trending-now recipe.

Machine Learning 83

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Flipboard

SEPTEMBER 14, 2023

Realistically, any position that deals with data, whether it’s parsing data online, searching for related law precedents, creating content, or even reviewing movies, TV shows, and music, can benefit from the use of AI. You’ll need to tailor this section based on your career field, experiences and various skills.

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Towards AI

FEBRUARY 13, 2023

Cool, we learned what NLP is in this section. text = "This movie is beautiful. I would like to watch this movie again." It also overcomes complex challenges in speech recognition and computer vision, such as creating a transcript of a sound sample or a description of an image. What is the Transformers library?

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IBM Journey to AI blog

FEBRUARY 12, 2024

The section headline of the site is their tagline, “ being naked is the #1 most sustainable option. This includes movies, TV ads, in-store costumes, and in-person character experiences. Reformation is a trendy clothing company that uses their commitment to sustainability as part of their business strategy. We’re #2.”

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AWS Machine Learning Blog

FEBRUARY 20, 2024

ZOO Digital provides end-to-end localization and media services to adapt original TV and movie content to different languages, regions, and cultures. Asynchronous endpoints are particularly well-suited for processing large files, such as movies and TV series in our use case.

Metadata 95

Metadata Auto-complete Machine Learning Deep Learning 95

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. Divide your project into chapters and sections. Correct audio sections by instantly regenerating the audio or manually adjusting pauses. What is ElevenLabs?

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AWS Machine Learning Blog

MARCH 29, 2023

Even though evaluations are guided by the UNDP Evaluation Guideline, there is no standard written format for these evaluations, and the aforementioned sections may occur at different locations in the document, or not all of them may exist. Please share your thoughts with us in the comments section. About the Authors Oscar A.

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AWS Machine Learning Blog

JUNE 8, 2023

We assume you have already deployed it and included the steps to configure it in the following sections. Major tasks performed by the solution In this section, we look at the major tasks performed in our solution. Scroll down to the bottom of the section and choose Create. Outside work, he enjoys watching movies and hiking.

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Snorkel AI

AUGUST 16, 2023

Everyone should be sure to read the Five Takeaways section at the bottom of this post. When a rideshare app estimates a driver’s arrival time or a streaming platform recommends a movie, that’s discriminative AI. Frequently asked questions (FAQs) about generative AI This section will answer some common questions about generative AI.

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Snorkel AI

AUGUST 16, 2023

Everyone should be sure to read the Five Takeaways section at the bottom of this post. When a rideshare app estimates a driver’s arrival time or a streaming platform recommends a movie, that’s discriminative AI. Frequently asked questions (FAQs) about generative AI This section will answer some common questions about generative AI.

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Heartbeat

FEBRUARY 15, 2023

You will use the IMDB datase t that has 50K+ movie reviews that are classified as positive or negative. Add the code below to download the IMDB dataset that has 50K+ reviews for movies from the IMDB website. These algorithms can perform sentiment analysis, create spam filters, and other applications.

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AWS Machine Learning Blog

MAY 19, 2023

Audio Description for Video Audio Description provides a narration track for video content to help the visually impaired follow along with movies. He also is a screenwriter, and director with a primary focus on Christmas movies and horror. The user’s mobile device plays the audio file using the pre-signed URL.

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PyImageSearch

MAY 8, 2023

Jump Right To The Downloads Section Introduction to Causality in Machine Learning So, what does causal inference mean? All Marvel Cinematic Universe movies are on Disney+. When a new Marvel movie comes out, the hype around these characters leads to more comic book sales (and, in turn, more Disney+ subscriptions).

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AWS Machine Learning Blog

JANUARY 31, 2024

Keyword search alone has challenges capturing semantics and user intent, leading to results that lack relevant context; for example, finding date night or Christmas-themed movies. In this post, we show you how to securely create a movie chatbot by implementing RAG with your own data using Knowledge Bases for Amazon Bedrock.

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Chatbots Large Language Models Data Scientist LLM 89

Defined.ai blog

AUGUST 23, 2023

It also plays a crucial role in training and refining AI models, which we will see in the next section. By analyzing user behavior, preferences, and past activity, their AI systems can suggest products or movies that align with the user’s tastes. We’ll cover this in the next section.

Machine Learning 52

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Flipboard

JUNE 26, 2023

Load and visualize the raw data in Neptune This section uses SageMaker Jupyter notebooks to load, query, explore, and visualize the raw property and auto insurance data in Neptune. In the Choose tuning options section, you can tune performance and cost metrics available for the ML transform. For Database , choose c360_workshop_db.

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AWS Machine Learning Blog

APRIL 24, 2023

In the following sections, we walk you through each step in the workflow. He loves to read and watch sci-fi movies in his spare time. In her spare time, she enjoys hiking and watching movies. As a hungry go-getter, he passed all 12 AWS certificates to make his technical field not only deep but wide.

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AWS Machine Learning Blog

FEBRUARY 14, 2023

If you are using the lex-web-ui as the chatbot interface, then refer to the credential management section of the lex-web-ui readme documentation to understand how Amazon Cognito is integrated with lex-web-ui. The structure of the expected Amazon Lex v2 chatbot response is documented in the Response format section.

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AWS Machine Learning Blog

AUGUST 1, 2023

Outside of work, Sovik enjoys traveling, taking ferry rides, and watching movies. We use the following original image to generate new content using Stable Diffusion with Control-net in Amazon SageMaker. Sandeep Verma is a Sr. Prototyping Architect with AWS.

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AWS Machine Learning Blog

APRIL 4, 2023

Submit your comments in the comments section. Apart from work, Debojit enjoys watching movies and spending time with his family. This way, you save time by avoiding repetitive manual changes and troubleshooting inconsistent issues that are caused by unexpected operational incidents. Do you have feedback about this post?

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

The following sections explain some of the primary steps with associated code. Outside of work, Sovik enjoys traveling, taking ferry rides, and watching movies. Transcribe Audio Tool – To convert audio recordings to text files using Amazon Transcribe. Mohan Musti is Senior Technical Account Manger based out of Dallas.

Generative AI 101

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AWS Machine Learning Blog

JANUARY 16, 2024

Overview of Key Solution Components Walkthrough Hosting the Whisper Model on Amazon SageMaker In this section, we’ll explain the steps to host the Whisper model on Amazon SageMaker, using PyTorch and Hugging Face Frameworks, respectively. The example notebook and code for this solution are available on this GitHub repository.

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AWS Machine Learning Blog

APRIL 21, 2023

Pipeline 1: Train and baseline pipeline In this section, we take a deep dive into the SageMaker pipeline used to train and baseline the model. As an example, the data quality check step (baseline step) within the pipeline DAG shows the S3 output locations of statistics.json and constraints.json in the Reports section.

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AWS Machine Learning Blog

MAY 23, 2023

In his spare time, Arun enjoys watching sci-fi movies and listening to classical music. Appendix: Code walkthrough In this section, we provide an overview of the code in this project. Deploy the AWS CDK application The AWS CDK application will be deployed to the default Region based on your workstation configuration.

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Heartbeat

AUGUST 21, 2023

CNNs are artificial neural networks built to handle data having a grid-like architecture, such as photos or movies. Best Practices for Using Convolutional Neural Networks This section will discuss some best practices for using CNNs to help you achieve better results. What Are Convolutional Neural Networks CNN?

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ODSC - Open Data Science

APRIL 28, 2023

We’ll focus on a few sections that are most relevant here. components: This section details the components we specified in the nlp section. components: This section details the components we specified in the nlp section. Think of the phrase “The movie I watched today was really bad”.

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AWS Machine Learning Blog

JUNE 13, 2023

This following sections explain some of the key steps with associated code. Outside of work, Sovik enjoys traveling, taking ferry rides, and watching movies. The results are passed to the LLM to generate an English answer with the data. The user receives an English answer to their prompt, querying data from different databases.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Upon receiving a query, the system utilizes embeddings to identify and extract relevant sections from an extensive body of data. Outside of work, Jin enjoys playing video games and immersing himself in the thrilling world of horror movies.

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AWS Machine Learning Blog

JANUARY 6, 2023

If yes, you will find that instead of facing a blank search result page, you find a list of movies in same genre, with cast or crew members. This can be done through simple text processing techniques that match titles along with the title type (movie, series, documentary), cast, and crew. That’s an out-of-catalog search experience!

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Metadata Machine Learning ML Data Scientist 84

AssemblyAI

APRIL 15, 2024

Chapter detection : Automatically segment audio into chapters or sections based on thematic or topical shifts. 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.

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Marktechpost

SEPTEMBER 1, 2023

A cloud-based platform is a terrific option for creating soundtracks and music for video games, movies, or podcasts. AIVA AI’s ability to create music for commercials, video games, movies, and other media are constantly being developed. You have even more options with the premium edition that support you as the artist.

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Snorkel AI

MAY 25, 2023

This section will define several of the most important. 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.

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Snorkel AI

MAY 25, 2023

This section will define several of the most important. 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.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

AWS Machine Learning Blog

MAY 1, 2024

In this section, we discuss some of the key Amazon Bedrock features and resources that we use in our solution. Outside of work, he enjoys watching movies and playing tennis. Agents for Amazon Bedrock Agents for Amazon Bedrock enables you to build and configure autonomous agents in your application.

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Marktechpost

JULY 13, 2023

Because it can pave the way for groundbreaking initiatives like high-quality video and audio creation, improved pre-trained models for robotics, movie AD for the blind community, and more, researchers suggest that resolving this data problem is a central aim of (open source) multimodal research.

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PyImageSearch

JANUARY 1, 2024

Gemini Pro Vision API This section demonstrates how to use the Python SDK for the Gemini API, which provides access to Google’s Gemini LLMs. Just a movie. No harm in watching a movie." It has correctly identified the book and the author as well as the illustrator. The response is converted to Markdown format for display.

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TensorFlow

APRIL 19, 2023

In this tutorial we will build a movie recommender model by leveraging both TFRS and TFRA. We will use the MovieLens dataset, which contains anonymized data showing ratings given to movies by users. The user tower will take the user ID as the input, but the item tower will use the tokenized movie title as the input.

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