AWS Machine Learning

JULY 19, 2022

To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs. Start the model and analyze the image with the trained model using the Rekognition Custom Labels API. In this example, we use a private workforce to perform the data labeling job.

APIs 69

APIs Metrics Enterprise Government 69

AWS Machine Learning

DECEMBER 12, 2023

This is just one example of how you can enrich Chat Studio with additional integrations to meet your goals. The following screenshots show examples of what a user query and response look like. SageMaker foundation models In 2021, the Stanford Institute for Human-Centered Artificial Intelligence termed some LLMs as foundation models.

Chatbots 94

Chatbots Enterprise APIs Best practices 94

AWS Machine Learning

APRIL 6, 2023

While keeping a constant collaborative workstream with our team, MLSL helped us with upskilling our professionals when it comes to scientific excellence and best practices on ML development using AWS infrastructure.” – Bart Zeeman, Strategist and Analyst at CTO office in NXP Semiconductors.

Sales 76

Sales Metrics APIs Marketing 76

AWS Machine Learning

MAY 30, 2023

In 2021, we launched AWS Support Proactive Services as part of the AWS Enterprise Support plan. More information and example queries can be found in the AWS CUR Query Library. For example, if there are four CPUs, the CPUUtilization range is 0–400%. The CPU utilization of each core range is 0–100. This value range is 0–100%.

Best practices 67

Best practices Metrics Accountability APIs 67

AWS Machine Learning

OCTOBER 5, 2022

billion in 2021 compared with 2020. Examples of user behavior include the number of times the user signed in from a specific IP address. For a real-time prediction, you call the GetEventPrediction API after a user presents valid login credentials to quantify the risk of ATO. You likely need to create a new IAM role.

Accountability 69

Accountability APIs Metrics Engineering 69

AWS Machine Learning

MAY 10, 2023

For example, using a large language model, Jupyter AI can help a programmer generate, debug, and explain their source code. You can also detect many common issues that affect the readability, reproducibility, and correctness of computational notebooks, such as misuse of ML library APIs, invalid run order, and nondeterminism.

APIs 85

APIs Government Engineering Best practices 85

AWS Machine Learning

NOVEMBER 28, 2022

For example, WaFd Bank, a full-service US bank, improved its customer experience with Talkdesk (a global cloud contact center company) and AWS Contact Center Intelligence (CCI) solutions, reducing call times by up to 90%. For example, it can now perform signature detection to identify whether documents have required signatures.

Healthcare 81

Healthcare Analytics Banking Enterprise 81

AWS Machine Learning

NOVEMBER 9, 2022

In 2021, AWS announced the integration of NVIDIA Triton Inference Server in SageMaker. For example, an application for revising English composition always includes several models, such as BERT for text classification and GECToR to grammar checking. To achieve best performance, the TensorRT engine must be built over the device.

Engineering 77

Engineering Accountability APIs Metrics 77

CustomerSuccessBox

FEBRUARY 28, 2022

Best practices: Consumption vs subscription. Best Practices: It has its NRR retained at $2B ARR. Best Practices: 1000 customers of all pay $100k +. Best Practices: Freemium is a direct conversion and lead generation strategy. And Zoom is an example of that. Best Practices.

SaaS 52

SaaS Best practices Enterprise Customer retention 52

AWS Machine Learning

AUGUST 15, 2023

According to a study, by 2021, videos already make up 81% of all consumer internet traffic. Even though OpenAI provides the Whisper API, for this post, we use the Whisper model from Hugging Face. You can refer to the following GitHub example when choosing this option. We also add an option to allow users to upload audio files.

Chatbots 72

Chatbots Enterprise Accountability Best practices 72

AWS Machine Learning

SEPTEMBER 9, 2022

Example components of the standardized tooling include a data ingestion API, security scanning tools, the CI/CD pipeline built and maintained by another team within athenahealth, and a common serving platform built and maintained by the MLOps team. Maintaining this over time became cumbersome.

Engineering 74

Engineering Healthcare APIs Scripts 74

JivoChat

FEBRUARY 24, 2021

We asked 22 Shopify store founders and marketing experts to share their best tips for getting more Shopify sales in 2021. Facebook’s Dynamic Product Ads (DPAs) are one of the best ways to create ads that are more targeted and more relevant. So, how do you start generating more sales, or even your first sale?

Sales 59

Sales Advertising Marketing Personalization 59