AWS Machine Learning Blog

FEBRUARY 20, 2024

This time-consuming process must be completed before content can be dubbed into another language. Through automation, ZOO Digital aims to achieve localization in under 30 minutes. However, the supply of skilled people is being outstripped by the increasing demand for content, requiring automation to assist with localization workflows.

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John Snow Labs

JANUARY 11, 2024

Efficient Model Management: Effortlessly download, upload, and publish trained RE models for collaborative use and broader community access through the Models Hub. Furthermore, you have the option to retrieve comprehensive training logs by clicking on the download icon associated with the Trained RE model.

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Mlearning.ai

JULY 22, 2023

the UI for annotation, image ref: [link] The base containers that run when we put the CVAT stack up (not included auto annotation) (Semi) automated annotation The CVAT (semi) automated annotation allow user to use something call nuclio , which is a tool aimed to assist automated data science through serverless deployment.

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AWS Machine Learning Blog

MAY 17, 2023

Solution overview The Meeting Notes Generator Solution creates an automated serverless pipeline using AWS Lambda for transcribing and summarizing audio and video recordings of meetings. SageMaker endpoints are fully managed and support multiple hosting options and auto scaling. In the S3 bucket, open the transcripts/ folder.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Prerequisites The following are prerequisites for completing the walkthrough in this post: An AWS account Familiarity with SageMaker concepts, such as an Estimator, training job, and HPO job Familiarity with the Amazon SageMaker Python SDK Python programming knowledge Implement the solution The full code is available in the GitHub repo.

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AWS Machine Learning Blog

MAY 16, 2024

When training is complete (through the Lambda step), the deployed model is updated to the SageMaker endpoint. When the preprocessing batch was complete, the training/test data needed for training was partitioned based on runtime and stored in Amazon S3.

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Marktechpost

JULY 23, 2023

Completely web-based; no downloads are required. Automated diarization is also available, with Soni automatically tagging speakers and breaking conversations into paragraphs. Before selecting an automated or human-operated service and paying, you must first upload or import any spoken audio/video files. With Nova A.I.,

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AWS Machine Learning Blog

JUNE 7, 2023

You can now retrain machine learning (ML) models and automate batch prediction workflows with updated datasets in Amazon SageMaker Canvas , thereby making it easier to constantly learn and improve the model performance and drive efficiency. Automating this process provides efficiency, scalability, and timely decision-making.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Automated retraining mechanism – The training pipeline built with SageMaker Pipelines is triggered whenever a data drift is detected in the inference pipeline. It also provides select access to related services, such as AWS Application Auto Scaling , Amazon S3, Amazon Elastic Container Registry (Amazon ECR), and Amazon CloudWatch Logs.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Deploy the CloudFormation stack The CloudFormation stack automates the deployment of the OpenSearch Service domain and SageMaker Notebook instance. Complete the following steps to deploy the stack: Sign in to the AWS Management Console with your credentials in the account where you want to deploy the CloudFormation stack.

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Unite.AI

OCTOBER 20, 2023

You can use it online, as a Chrome extension or download it as an app for iOS or Android. Course creators: Course creators can save time, money, and their vocal cords by automating their course voiceovers with Speechify's AI Voice Studio ! Phone systems: Speechify's voice generator can also create automated phone system messages.

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Unite.AI

AUGUST 30, 2023

When comparing ChatGPT with Autonomous AI agents such as Auto-GPT and GPT-Engineer, a significant difference emerges in the decision-making process. Rather than just offering suggestions, agents such as Auto-GPT can independently handle tasks, from online shopping to constructing basic apps.

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Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs. Make sure you have Git installed in your system for this.

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AWS Machine Learning Blog

MARCH 15, 2024

Many organizations are implementing machine learning (ML) to enhance their business decision-making through automation and the use of large distributed datasets. EKS Blueprints helps compose complete EKS clusters that are fully bootstrapped with the operational software that is needed to deploy and operate workloads.

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AWS Machine Learning Blog

JULY 3, 2023

One technique used to solve this problem today is auto-labeling, which is highlighted in the following diagram for a modular functions design for ADAS on AWS. Auto-labeling overview Auto-labeling (sometimes referred to as pre-labeling ) occurs before or alongside manual labeling tasks.

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The MLOps Blog

FEBRUARY 5, 2023

For example, before any video streaming services, users had to wait for videos or audio to get downloaded. These days when you are listening to a song or a video, if you have auto-play on, the platform creates a playlist for you based on your real-time streaming data.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

Auto-resume and healing capabilities One of the new features with SageMaker HyperPod is the ability to have auto-resume on your jobs. SageMaker HyperPod addresses job resiliency by using automated health checks, node replacement, and job recovery. First, you download the sample lifecycle scripts from the GitHub repo.

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AWS Machine Learning Blog

APRIL 17, 2024

In this post, we demonstrate an automated solution combining knowledge graphs and generative artificial intelligence (AI) to surface such risks by cross-referencing relationship maps with real-time news. With generative AI services like Amazon Bedrock, you now have the capability to automate this process.

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AWS Machine Learning Blog

JUNE 23, 2023

Amazon SageMaker Data Wrangler is a single visual interface that reduces the time required to prepare data and perform feature engineering from weeks to minutes with the ability to select and clean data, create features, and automate data preparation in machine learning (ML) workflows without writing any code. This is a one-time setup.

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Dlabs.ai

SEPTEMBER 25, 2020

They’re actively creating the future of automation in what’s known as Robotic Process Automation 2.0. Source: Grand View Research What is Robotic Process Automation (RPA)? let’s first explain basic Robotic Process Automation. used Robotic Process Automation 2.0 But that’s not all they’re doing. Happy reading!

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Unite.AI

DECEMBER 11, 2023

It offers automated transcription, sentiment analysis , data visualization , and more. Speak provides an all-in-one solution that includes cost-effective automated transcription, named entity recognition, sentiment analysis, and media management. Auto-scroll: Highlight the sentence to show where you are in the transcript.

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AWS Machine Learning Blog

SEPTEMBER 11, 2023

You can use Lifecycle Configurations to automate customization for your Studio environment. This Terraform solution creates a SageMaker Lifecycle Configuration to detect and stop idle resources that incur costs within Studio using an auto-shutdown Jupyter extension. In the navigation bar, in the Region selector, choose US East (N. .

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NVIDIA

MARCH 6, 2024

And developers can streamline workflows using generative AI for prototyping and to automate debugging. And it can stay centered on the screen with eyes looking at the camera no matter where the user moves, using Auto Frame and Eye Contact. Chat with RTX is a local, personalized AI chatbot demo that’s easy to use and free to download.

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The MLOps Blog

FEBRUARY 27, 2023

You would address it in a completely different way, depending on what’s the problem. You may approach it in different ways, and therefore, your requirements for the data and the labeling processes will be completely different. What role have Auto ML models played in computer vision consultant capacity? Sabine: Oh yes.

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AWS Machine Learning Blog

JUNE 13, 2023

In this post, we demonstrate how to deploy Falcon for applications like language understanding and automated writing assistance using large model inference deep learning containers on SageMaker. LMI DLCs are a complete end-to-end solution for hosting LLMs like Falcon-40B. code_falcon40b_deepspeed/model.py add_as_json(result) That’s it!

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AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. jpg and the complete metadata from styles/38642.json. From here, we can fetch the image for this product from images/38642.jpg

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AWS Machine Learning Blog

JUNE 3, 2024

In a single visual interface, you can complete each step of a data preparation workflow: data selection, cleansing, exploration, visualization, and processing. Complete the following steps: Choose Prepare and analyze data. Upload the dataset you downloaded in the prerequisites section. Choose Create.

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Unite.AI

JANUARY 16, 2024

Verdict MeetGeek offers efficient online meeting management, leveraging AI to automate recording, transcribing, summarizing, and sharing insights from video conferencing platforms like Google Meet and Microsoft Teams. The ability to download the video, captions, and transcript. Let's get into it. The entire session converted to text.

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ODSC - Open Data Science

FEBRUARY 28, 2023

Going from Data to Insights LexisNexis At HPCC Systems® from LexisNexis® Risk Solutions you’ll find “a consistent data-centric programming language, two processing platforms, and a single, complete end-to-end architecture for efficient processing.” became one of “the most downloaded interactive graphing libraries in the world.”

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Marktechpost

JULY 18, 2023

It converts YouTube auto-captions using chatGPT, produces a catchy quotation, and can turn the transcript into a blog post. The Creator plan includes two shownotes each month, a condensed transcript, a landing page, the option to make shows private, a landing page editor, a complete transcript, and ums and ahs.

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DataRobot Blog

JANUARY 10, 2023

DataRobot Notebooks is a fully hosted and managed notebooks platform with auto-scaling compute capabilities so you can focus more on the data science and less on low-level infrastructure management. Auto-scale compute. In the DataRobot left sidebar, there is a table of contents auto-generated from the hierarchy of Markdown cells.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Write a response that appropriately completes the request.nn### Instruction:nWhen did Felix Luna die?nn### Write a response that appropriately completes the request.nn### Instruction:nWhat is an egg laying mammal?nn###

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The MLOps Blog

JUNE 27, 2023

This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics. Automated pipelining and workflow orchestration: Platforms should provide tools for automated pipelining and workflow orchestration, enabling you to define and manage complex ML pipelines.

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Flipboard

JULY 14, 2023

These are some of the top AI picture upscaler and enhancer tools available: HitPaw Photo Enhancer (Editors pick) You can use HitPaw to edit videos/pictures, convert /download YouTube videos, record screen/webcam, remove watermark, compress and enhance image quality. It is unnecessary to download the file and drag it into the tool.

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AWS Machine Learning Blog

JULY 18, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Once you’re on the SageMaker Studio, you can access SageMaker JumpStart, which contains pre-trained models, notebooks, and prebuilt solutions, under Prebuilt and automated solutions. You can also download the license agreement.

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AWS Machine Learning Blog

NOVEMBER 16, 2023

We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images. We selected the model with the most downloads at the time of this writing.

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Unite.AI

DECEMBER 1, 2023

The RSS feed feature is another helpful tool to automate sharing new content from their favorite RSS feeds. This feature is great for bloggers who want to automate the sharing of new content from their favorite RSS feeds. ” Now, I can auto-post my RSS feeds to my social media accounts!

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