AWS Machine Learning

JULY 19, 2023

They provide a factsheet of the model that is important for model governance. However, when solving a business problem through a machine learning (ML) model, as customers iterate on the problem, they create multiple versions of the model and they need to operationalize and govern multiple model versions.

Government 98

Government Best practices Metrics Enterprise 98

aircall

MAY 24, 2021

By following best practices for your digital transformation framework, you also get the benefit of flexibility so you can add and subtract digital tools as your company’s needs change. Organization: structure, governance, roles, etc. Partnerships and alliances: provision for tools, analytics, capturing data, etc.

Best practices 62

Best practices Call Center Analytics Technology 62

AWS Machine Learning

AUGUST 31, 2023

The framework that gives systematic visibility into ML model development, validation, and usage is called ML governance. During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects.

Government 52

Government Accountability Enterprise Best practices 52

Totango

DECEMBER 1, 2021

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. Follow a Clear Plan on Governance and Decision making. Effective execution of an agile CS plan depends on following good governance and decision-making practices.

Government 103

Government Journey mapping Accountability Benchmark 103

ClearAction

APRIL 18, 2015

Create CX playbooks & best practice to guide interactions with customers. Data can be insightful to all of the roles HR takes on in facilitating the company’s CX goals. 60% of companies are now investing in big data and analytics to make HR more data driven. —@iamLivingston.

Customer Experience 96

Customer Experience Employee engagement Big data Customer centricity 96

AWS Machine Learning

NOVEMBER 24, 2023

In contrast, the data science and analytics teams already using AWS directly for experimentation needed to also take care of building and operating their AWS infrastructure while ensuring compliance with BMW Group’s internal policies, local laws, and regulations. JuMa automatically provisions a new AWS account for the workspace.

Engineering 114

Engineering Analytics Self service Government 114

AWS Machine Learning

JUNE 25, 2024

Shelbee is a co-creator and instructor of the Practical Data Science specialization on Coursera. She is also the Co-Director of Women In Big Data (WiBD), Denver chapter. He is responsible for helping customers solve their observability and governance challenges with AWS native services.

Metrics 126

Metrics APIs Government Big data 126

AWS Machine Learning

FEBRUARY 29, 2024

Model governance – The Amazon SageMaker Model Registry integration allows for tracking model versions, and therefore promoting them to production with confidence. This approach not only saves time and resources, but also promotes MLOps best practices, contributing to the overall success of ML initiatives.

Scripts 130

Scripts Engineering Metrics Best practices 130

AWS Machine Learning

OCTOBER 27, 2022

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 98

APIs Best practices Metrics Government 98

AWS Machine Learning

MARCH 23, 2023

To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker. He works with government, non-profit, and education customers on big data and analytical projects, helping them build solutions using AWS.

Scripts 122

Scripts APIs Government Analytics 122

Natalie Petouhof

JUNE 9, 2015

Organizations lack leadership and governance for experience management success. MY POV: The solution is to formalizing an interdepartmental, multi-functional department collaboration using strategy, technology and best practices for customer experience management. Strive for unity among channel connectivity.

Management 68

Management CRM Government Big data 68

Cincom

JANUARY 31, 2025

Companies use advanced technologies like AI, machine learning, and big data to anticipate customer needs, optimize operations, and deliver customized experiences. Creating robust data governance frameworks and employing tools like machine learning, businesses tend derive actionable insights to achieve a competitive edge.

CRM 40

CRM Analytics Automotive Technology 40

AWS Machine Learning

MAY 8, 2023

It offers many native capabilities to help manage ML workflows aspects, such as experiment tracking, and model governance via the model registry. This can be a challenge for enterprises in regulated industries that need to keep strong model governance for audit purposes.

APIs 98

APIs Government Accountability Scripts 98

AWS Machine Learning

DECEMBER 1, 2022

He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes. He is passionate about building governance products in Machine Learning for enterprise customers.

Management 98

Management Government Enterprise APIs 98

CSM Magazine

MAY 26, 2023

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.

Management 52

Management Government CRM Benchmark 52

AWS Machine Learning

JULY 19, 2022

Governments in many countries are providing incentives and subsidies to households to install solar panels as part of small-scale renewable energy schemes. He is also passionate about building large-scale distributed applications to solve business problems using his knowledge in Machine Learning, Big Data, and Software Development.

APIs 98

APIs Metrics Enterprise Marketing 98

AWS Machine Learning

OCTOBER 14, 2024

Entities design considerations When designing fine-grained data access controls, it is best practice to start with the entity-relationship diagram (ERD) for the application. This diagram generates the underlying schema that governs the policy definition.

APIs 100

APIs Construction Government Big data 100

Balto

JANUARY 14, 2025

But modern analytics goes beyond basic metricsit leverages technologies like call center data science, machine learning models, and big data to provide deeper insights. Predictive Analytics: Uses historical data to forecast future events like call volumes or customer churn.

Call Center 52

Call Center Analytics Average Handle Time Big data 52

AWS Machine Learning

SEPTEMBER 9, 2022

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 knew that we could improve efficiencies by consolidating these diverse workflows onto a single platform.

Engineering 98

Engineering Healthcare APIs Scripts 98

SmartKarrot

JANUARY 12, 2021

With the growth of technology, the healthcare sector has adopted highly sophisticated technologies like Big data, electronic health/medical record (EHR/EMR) in their software products. Hence, a few trends and best practices are worth following for such companies. Customer success best practices in healthcare.

Healthcare 10

Healthcare Best practices SaaS Customer centricity 10

AWS Machine Learning

JANUARY 26, 2024

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.

Best practices 140

Best practices Government Engineering Accountability 140

SmartKarrot

APRIL 17, 2023

Data Security & Privacy in AI Chatbot Communication for Enterprise Business Data security and privacy are critical considerations for any enterprise business using AI chatbots to communicate with customers or employees. Regular Security Audits: Conduct regular security audits to identify vulnerabilities and address them promptly.

Chatbots 10

Chatbots Scripts Enterprise Education 10

AWS Machine Learning

NOVEMBER 13, 2024

You can now register machine learning (ML) models in Amazon SageMaker Model Registry with Amazon SageMaker Model Cards , making it straightforward to manage governance information for specific model versions directly in SageMaker Model Registry in just a few clicks.

Government 117

Government Engineering Metrics APIs 117

AWS Machine Learning

FEBRUARY 7, 2025

This post, part of the Governing the ML lifecycle at scale series ( Part 1 , Part 2 , Part 3 ), explains how to set up and govern a multi-account ML platform that addresses these challenges. Usually, there is one lead data scientist for a data science group in a business unit, such as marketing.

Government 67

Government Engineering Accountability Best practices 67

AWS Machine Learning

JANUARY 7, 2025

She helps AWS customers to bring their big ideas to life and accelerate the adoption of emerging technologies. Hin Yee works closely with customer stakeholders to identify, shape and deliver impactful use cases leveraging Generative AI, AI/ML, Big Data, and Serverless technologies using agile methodologies.

Technical Support 112

Technical Support APIs Government Analytics 112

AWS Machine Learning

JANUARY 30, 2025

Government and non-profit organizations evaluating grant proposals face a significant challenge: sifting through hundreds of detailed submissions, each with unique merits, to identify the most promising initiatives. Ben West is a hands-on builder with experience in machine learning, big data analytics, and full-stack software development.

Engineering 111

Engineering APIs Healthcare Government 111

AWS Machine Learning

NOVEMBER 7, 2024

We explored multiple big data processing solutions and decided to use an Amazon SageMaker Processing job for the following reasons: It’s highly configurable, with support of pre-built images, custom cluster requirements, and containers. Jalaj, and D.

Engineering 117

Engineering Automotive Finance Government 117