AWS Machine Learning

JUNE 27, 2023

The ML components for data ingestion, preprocessing, and model training were available as disjointed Python scripts and notebooks, which required a lot of manual heavy lifting on the part of engineers. This step produces an expanded report containing the model’s metrics.

Engineering 117

Engineering APIs Scripts Entertainment 117

AWS Machine Learning

SEPTEMBER 8, 2023

It produces high-quality embeddings and has one of the top performance metrics according to Hugging Face’s evaluation results. You then use Exact k-NN with scoring script so that you can search by two fields: celebrity names and the vector that captured the semantic information of the article.

APIs 127

APIs Scripts Entertainment Personalization 127

AWS Machine Learning

DECEMBER 21, 2022

To schedule the procedures, you set up an AWS Glue job using a Python shell script and create an AWS Glue job schedule. Next, you need to create a Python script to run the Iceberg procedures. You can find the sample script in GitHub. The script will execute the OPTIMIZE query using boto3. AWS Glue Job setup. Click Create.

Scripts 98

Scripts Engineering APIs Big data 98

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. This post is the first in a two-part series.

Analytics 97

Analytics Engineering Metrics APIs 97

AWS Machine Learning

OCTOBER 2, 2024

These metrics will help you assess performance, identify areas for improvement, and track progress over time. Consider the following key evaluation metrics: Response accuracy – This metric measures how your responses compare to your ground truth data. Task completion rate – This measures the success rate of the agent.

Best practices 100

Best practices APIs Metrics Accountability 100

AWS Machine Learning

NOVEMBER 20, 2023

We use two AWS Media & Entertainment Blog posts as the sample external data, which we convert into embeddings with the BAAI/bge-small-en-v1.5 You can also set up lifecycle configuration scripts to automatically shut down resources when they are not used. embeddings.

APIs 127

APIs Entertainment Accountability Customer Experience 127

Russel Lolacher

JUNE 7, 2021

Messaging is scripted – posts are scripted, approved by multiple levels and canned for use. Metrics focus on large numbers over meaningful ones – followers, total engagement define success with minimal further analysis. How can you make their lives easier, more informed, better entertained, etc.

Scripts 75

Scripts Marketing Entertainment Airlines 75

AWS Machine Learning

NOVEMBER 22, 2022

ByteDance is a technology company that operates a range of content platforms to inform, educate, entertain, and inspire people across languages, cultures, and geographies. The Neuron team released this weight de-duplication feature in the Neuron libnrt library and also improved Neuron Tools for more precise metrics.

Engineering 98

Engineering Entertainment Advertising Scripts 98

Balto

FEBRUARY 12, 2025

Modern AI technologies enhance productivity, automate routine work, and provide personalized experiences across industries – from retail to finance to entertainment. Another example of AI at work is seen in powerful call center scripting software solutions. Natural Language Generation creates human-like text in seconds.

Healthcare 81

Healthcare Banking Chatbots Transportation 81

AWS Machine Learning

NOVEMBER 1, 2023

Their use cases span various domains, from media entertainment to medical diagnostics and quality assurance in manufacturing. However, like other nascent technologies, obstacles remain in managing model intricacy, harmonizing diverse modalities, and formulating uniform evaluation metrics. box_threshold=0.5,

APIs 123

APIs Engineering Construction Scripts 123

ClientSuccess

JUNE 19, 2019

As drab and lifeless as this concept has known to become, it can be an extremely entertaining and interactive feature on your platform if used correctly, like shown in the example above. Developing a one-to-one relationship with the user by way of conversational communication (and not a scripted, one-word talk to boredom).

Customer retention 73

Customer retention B2C Entertainment Consulting 73

Comm100

NOVEMBER 3, 2016

Review metrics before holiday to see how this can be improved. Entertain customers while they wait. This is why Disney dispatches characters to entertain people in ride queues, and doctors offer magazines in their waiting rooms. Free Download] Live Chat Scripts to Make Stellar Agents.

Wait times 45

Wait times Advertising Entertainment Self service 45

C Space

FEBRUARY 12, 2020

We simply tap into services to really meet our needs, whether those needs are we want some entertainment, we want to do some work, or we want to get from point A to point B. They’re not really after a movie; they want entertainment. And at Fender they asked: ‘What happens when we flip the script? It starts with the customer.

Customer centricity 52

Customer centricity Entertainment Banking Scripts 52

AWS Machine Learning

SEPTEMBER 1, 2023

Some models may be trained on diverse text datasets like internet data, coding scripts, instructions, or human feedback. Training dataset – It’s also important to understand what kind of data the FM was trained on. Others may also be trained on multimodal datasets, like combinations of text and image data.

Engineering 128

Engineering Accountability Construction Government 128

AWS Machine Learning

JANUARY 26, 2024

Consider inserting AWS Web Application Firewall (AWS WAF) in front to protect web applications and APIs from malicious bots , SQL injection attacks, cross-site scripting (XSS), and account takeovers with Fraud Control. He recharges through reading, traveling, food and wine, discovering new music, and advising early-stage startups.

Best practices 139

Best practices Government Engineering Accountability 139

AWS Machine Learning

APRIL 21, 2025

The solution can integrate multiple LLMs, use customized evaluation metrics, and enable businesses to continuously monitor model performance. We also provide LLM-as-a-judge evaluation metrics using the newly released Amazon Nova models. The importance of each metric might vary depending on the specific application.

Metrics 96

Metrics Scripts Engineering Entertainment 96