Remove Best practices Remove Big data Remove Government Remove Metrics
article thumbnail

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

article thumbnail

How to Bring Agile Innovation to Customer Success

Totango

An agile approach brings the full power of big data analytics to bear on customer success. Follow a clear plan on governance and decision making. This should reference your KPI metrics and lay out a path to achieve each. Follow a Clear Plan on Governance and Decision making. Define how to measure success.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Simplified Data Management: A Step-by-Step Guide to Streamlining Your Business Operations

CSM Magazine

By adopting advanced data management tools and methodologies, businesses can uncover hidden patterns, trends, and crucial information, empowering them to make informed decisions and refine their strategies. As we delve into the various aspects of effective data management, we will discuss diverse tools, techniques, and best practices.

article thumbnail

Reduce food waste to improve sustainability and financial results in retail with Amazon Forecast

AWS Machine Learning

With environmental, social, and governance (ESG) initiatives becoming more important for companies, our customer, one of Greater China region’s top convenience store chains, has been seeking a solution to reduce food waste (currently over $3.5 million USD per year). Ray Wang is a Solutions Architect at AWS.

APIs 97
article thumbnail

How Human Resources Can Add Value to Customer Experience Excellence

ClearAction

Create CX playbooks & best practice to guide interactions with customers. Focus employee metrics more on CX enabling behaviors, less on survey ratings. Data can be insightful to all of the roles HR takes on in facilitating the company’s CX goals. Customer Experience Governance: Do This, Not That.

article thumbnail

Identify rooftop solar panels from satellite imagery using Amazon Rekognition Custom Labels

AWS Machine Learning

Governments in many countries are providing incentives and subsidies to households to install solar panels as part of small-scale renewable energy schemes. This allows us to compare the evaluation metrics of different versions of the model that are trained based on different input datasets.

APIs 70
article thumbnail

Build repeatable, secure, and extensible end-to-end machine learning workflows using Kubeflow on AWS

AWS Machine Learning

Data must be utilized, stored, and accessed in specific ways, and we have embedded robust processes to ensure our practices comply with our legal obligations as well as align with industry best practices. We then use Kibana and the Grafana UI for searching and filtering logs and metrics. Logging and monitoring.