AWS Machine Learning

SEPTEMBER 1, 2023

Some models may be trained on diverse text datasets like internet data, coding scripts, instructions, or human feedback. The final outcome will be aggregated results that combine the scores of all the outputs (calculate the average precision or human rating) and allow the users to benchmark the quality of the models.

Engineering 99

Engineering Accountability Construction APIs 99

AWS Machine Learning

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at a single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository. and data_loader.py

Analytics 70

Analytics Healthcare Scripts Accountability 70

AWS Machine Learning

JANUARY 19, 2024

Another example might be a healthcare provider who uses PLM inference endpoints for clinical document classification, named entity recognition from medical reports, medical chatbots, and patient risk stratification. We use the Recognizing Textual Entailment dataset from the GLUE benchmarking suite. training.py ).

Metrics 93

Metrics Scripts Benchmark Enterprise 93

Vistio

APRIL 2, 2022

And we also do a couple benchmarking surveys a year for member companies and also have an online forum, some private meeting groups for members to be able to exchange digitally in that environment. So you’ve got financial services, healthcare, utilities, education, professional services, retail, travel.

Contact Center 52

Contact Center Real estate Customer Service Self service 52

AWS Machine Learning

SEPTEMBER 5, 2023

Content moderation also assumes critical importance in the finance and healthcare sectors, where it serves multiple functions. For our LLM, we use Llama 2 , the next generation open-source LLM, which outperforms existing open-source language models on many benchmarks, including reasoning, coding, proficiency, and knowledge tests.

Advertising 92

Advertising Scripts Best practices Personalization 92

AWS Machine Learning

FEBRUARY 28, 2023

Graph neural networks (GNNs) have shown great promise in tackling fraud detection problems, outperforming popular supervised learning methods like gradient-boosted decision trees or fully connected feed-forward networks on benchmarking datasets. Each training transaction is provided with a binary label denoting if it is fraudulent.

Construction 81

Construction Benchmark Accountability Healthcare 81

Callminer

JULY 23, 2019

Over the four years the program has been in place, all key program metrics have shown progressive, benchmark-exceeding improvement. Check out some data from our recent research: In our Q3 2018 Consumer Benchmark Study, we found that 40% of full time U.S. I mean, really listen and act on what they say.

Best practices 140

Best practices Feedback Call Center Coaching 140

AWS Machine Learning

MARCH 14, 2024

Their research indicates that zero-shot CoT, using the same single-prompt template, significantly outperforms zero-shot FM performances on diverse benchmark reasoning tasks. Kojima et al. 2022) introduced an idea of zero-shot CoT by using FMs’ untapped zero-shot capabilities. For more details, refer to Amazon Bedrock Developer Experience.

Best practices 101

Best practices Engineering Chatbots Enterprise 101

AWS Machine Learning

SEPTEMBER 6, 2023

Despite the great generalization capabilities of these models, there are often use cases that have very specific domain data (such as healthcare or financial services), because of which these models may not be able to provide good results for these use cases. The following table compares different methods with the three Llama 2 models.

Advertising 94

Advertising Coaching Benchmark Education 94

JustCall

FEBRUARY 28, 2024

It categorizes the prospects based on their availability, lead quality, likelihood of conversion, and other internal benchmarks so your agents know the precise time to make the call. It hits the ball out of the park with its advanced AI technology for automated sales scripts , AI-based call scoring, and customer sentiment analysis.

Real estate 52

Real estate CRM APIs Sales 52

Comm100

DECEMBER 16, 2019

Report: 2019 Live Chat Benchmark Report. Keep an eye out for the 2020 Live Chat Benchmark Report coming out in January or subscribe and be the first to get it. If you’re lacking ideas of how to take advantage of a chatbot, these slide shares on the top 15 ways to use a chatbot in Healthcare and Banking might help.

Chatbots 52

Chatbots Benchmark Scripts Best practices 52

AWS Machine Learning

MAY 29, 2024

LMMs have the potential to profoundly impact various industries, such as healthcare, business analysis, autonomous driving, and so on. The prospect of fine-tuning open source multimodal models like LLaVA are highly appealing because of their cost effectiveness, scalability, and impressive performance on multimodal benchmarks.

Scripts 93

Scripts Healthcare Metrics Finance 93