AWS Machine Learning

APRIL 7, 2023

As an example, smart venue solutions can use near-real-time computer vision for crowd analytics over 5G networks, all while minimizing investment in on-premises hardware networking equipment. The following diagram shows an example of this architecture. Using this example , create a file called train_model.py

Telecommunications 79

Telecommunications Scripts Enterprise Engineering 79

AWS Machine Learning

AUGUST 30, 2023

For example, we could use a specialized language model pre-trained on clinical reports from scratch. The following figure is an example of a radiology report. To fine-tune this model through SageMaker Jumpstart, labeled examples must be provided in the form of {prompt, completion} pairs.

Healthcare 107

Healthcare APIs Scripts Metrics 107

AWS Machine Learning

JANUARY 17, 2023

You can even replace the example dataset with your own and run it end to end to solve your own use cases. To try out the solution in your own account, make sure that you have the following in place: An AWS account. If you don’t have an account, you can sign up for one. JumpStart solution templates. Sentence transformer.

Calibration 69

Calibration Metrics Accountability Technical Support 69

AWS Machine Learning

MAY 16, 2023

As a JumpStart model hub customer, you get improved performance without having to maintain the model script outside of the SageMaker SDK. endpoint_name = name_from_base(f"jumpstart-example-{model_id}") # Retrieve the inference instance type for the specified model. The inference script is prepacked with the model artifact.

Chatbots 84

Chatbots Scripts APIs Feedback 84

AWS Machine Learning

MAY 23, 2023

JumpStart also provides solution templates that set up infrastructure for common use cases, and executable example notebooks for ML with Amazon SageMaker. You can access the pre-trained models, solution templates, and examples through the JumpStart landing page in Amazon SageMaker Studio. or later node.js

APIs 89

APIs Accountability Construction Management 89

AWS Machine Learning

NOVEMBER 21, 2022

Now we can take a closer look at some of the assets that are included in this solution, starting with the demo notebook. Demo notebook. You can use the demo notebook to send example data to already deployed model endpoints for the document summarization and question answering tasks. Training uses five ml.g4dn.2xlarge

Scripts 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

MAY 22, 2023

Text completion or imputation is one of the most common unsupervised objectives: given a chunk of text, the model learns to accurately predict what comes next (for example, predict the next sentence). You can find the accompanying notebook in the amazon-sagemaker-examples GitHub repository. 2] to fine-tune the model.

APIs 87

APIs Scripts Metrics Accountability 87

AWS Machine Learning

JUNE 9, 2022

Incremental training allows you to train a model you have already fine-tuned using an expanded dataset that contains an underlying pattern not accounted for in previous fine-tuning runs, which resulted in poor model performance. We now go over a quick example of how you can replicate the preceding process. Walkthrough overview.

Scripts 66

Scripts APIs Enterprise Accountability 66

Totango

SEPTEMBER 13, 2022

To give a customer success playbook example, let’s say a customer has just started the onboarding process. For example, you can design a customer success renewal playbook for clients whose subscription is nearing expiration. For example, you might set a goal of having new customers complete onboarding within a week.

SaaS 87

SaaS Upselling Best practices Customer retention 87

AWS Machine Learning

DECEMBER 20, 2022

In Part 3, we walk through a demo application out-of-catalog search that is powered by the GNN embeddings. Additionally, to follow along with this post, you should have an AWS account and familiarity with Neptune, the Gremlin query language, and SageMaker. The script creates the CSVs to load the data into Neptune. Choose Create.

Entertainment 79

Entertainment Scripts Personalization Advertising 79

JustCall

MARCH 13, 2020

Product (s) Demo . Cover all the features, characteristics and highlights of your product as a part of the product demo session. Cold Call Scripting . This is why the practice of preparing cold call scripts comes in handy. Mapping out a cold call script helps sales reps deal with prospects more confidently.

Sales 72

Sales Scripts Coaching CRM 72

JustCall

MARCH 21, 2022

Ensure that there is a complete Knowledge Transfer in case of any take over of accounts so that your trainees are not walking into a minefield. Product (s) Demo. Product demos are vital for them to know the product through and through. Make sure to address all their queries and questions while in the demo.

Sales 52

Sales Coaching Scripts CRM 52

SharpenCX

JULY 26, 2023

You can use the data you collect to predict behavior and correct issues before they start (which may lead to account termination). Look at failed accounts and identify patterns in the products they use, reps they spoke to, when they purchased, what channel they seek support through, etc. Don’t leave it sitting around to gather dust.

Call Center 67

Call Center Contact Center Contact center software Coaching 67

aircall

OCTOBER 6, 2021

You need to create an individualized experience for your company that keeps everyone on the same page while also taking into account what’s unique about where they work. Give plenty of tools and resources, like phone scripts and email templates, for a variety of different sales situations and opportunities.

Sales 117

Sales Scripts Best practices Feedback 117

AWS Machine Learning

AUGUST 14, 2023

SageMaker JumpStart also provides solution templates that set up infrastructure for common use cases, and executable example notebooks for machine learning (ML) with SageMaker. Although we’ve used and tested Falcon-40b-instruct for this example, you may use any Hugging Face model available on SageMaker.

Enterprise 68

Enterprise Scripts Best practices Analytics 68

Tethr

JANUARY 30, 2020

Script adherence Proper greeting Required closing Compliance (proper authentication, retrieval of account number, disclosure statement) Skills & behaviors (professionalism, empathy, subject matter expertise, confidence, friendliness). Request a demo to see TEI and the Tethr platform in action. appeared first on Tethr.

Call Center 80

Call Center Scripts Average Handle Time Entertainment 80

AWS Machine Learning

AUGUST 11, 2022

For example, in the following figure, users are connected via shared entities such as Wi-Fi IDs, physical locations, and phone numbers. For example, in some e-commerce platforms, account registration is wide open. Fraudsters can behave maliciously just once with an account and never use the same account again.

Construction 82

Construction APIs Accountability Scripts 82

SmartKarrot

MAY 11, 2022

The first lesson a B2B SaaS (Software as a Service) marketer learns about account-based marketing tactics is that you cannot possibly target each customer in your niche. This is the hard truth of account-based marketing strategy. Develop and execute targeted marketing for key accounts. The answer is quite simple.

Accountability 10

Accountability Marketing B2B SaaS 10

AWS Machine Learning

AUGUST 3, 2023

For example, on online shopping platforms, the angle at which products are shown in images has an effect on the rate of buying this product. It can be used for further postprocessing on the image, for example, to crop out the whole car. Prerequisites For this walkthrough, you should have the following prerequisites: An AWS account.

APIs 62

APIs Scripts Engineering Technical Support 62

SmartKarrot

OCTOBER 31, 2022

The customer success/account management industry is constantly evolving, but one main thing that has not changed is the need for personalized recommendations for clients. You can use it for customer success , account management , and sales. Examples of Augmented Intelligence Framework in Customer Management.

Accountability 10

Accountability Management Engineering Personalization 10

SmartAction

NOVEMBER 4, 2020

So you have to have AI that is purpose-built for this kind of challenge, which means training models with domain-specific telephony audio, and, more importantly, the ability to customize language acoustic models on a question by question basis to account for the narrow scope of expected answers. listen where you can schedule a demo.

Big data 54

Big data Interactive Voice Response Virtual Agent Scripts 54

AWS Machine Learning

APRIL 11, 2023

One important aspect of this foundation is to organize their AWS environment following a multi-account strategy. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs.

APIs 69

APIs Accountability Scripts Enterprise 69

AWS Machine Learning

DECEMBER 22, 2023

The agent can assist users with finding their account information, completing a loan application, or answering natural language questions while also citing sources for the provided answers. This memory allows the agent to provide responses that take into account the context of the ongoing conversation.

Scripts 94

Scripts Chatbots Accountability Multi-channel support 94

ClientSuccess

JUNE 19, 2019

It will surely get your brain and bank account working overtime. 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. Let’s look at an example to understand this better.

Customer retention 73

Customer retention B2C Entertainment Consulting 73

AWS Machine Learning

AUGUST 14, 2023

The code for all the steps in this demo is available in the following notebook. The model is fine-tuned with a set of input and output examples for each task, allowing the model to generalize to new tasks that it hasn’t been explicitly trained on as long as prompts are provided for the tasks.

Engineering 70

Engineering APIs Chatbots Scripts 70

JustCall

APRIL 12, 2023

in your office space The JustCall app can be downloaded on your laptop, tablet, or phone, and your account can also be accessed on the Web via your browser, meaning you can access it on the go Highlights of Aircall Aircall doubles up as a modern phone solution for your Sales and Support teams.

Real estate 52

Real estate Interactive Voice Response CRM Call Center 52

Calltools

JANUARY 6, 2021

In 2010, solar only accounted for about 4% of the U.S.’s For example, you should scrub renters from your lead list because they can’t authorize solar panel installations. Studying your KPIs and scripts can also help you identify changes that lead to improved results. Sign up today for a free personalized demo.

CRM 52

CRM Interactive Voice Response Scripts Call Center 52

Balto

JUNE 20, 2023

And if you’re still relying on a traditional contact center model with long wait times, scripted interactions, and frustrated customers, your business is destined to lose a lot of customers, and concurrently, money. We’re also happy to offer you a free demo of the Balto platform to explore its capabilities in action.

Contact Center 52

Contact Center Chatbots Complaint resolution Wait times 52

JustCall

APRIL 13, 2020

However, to maintain the same level of professionalism, it will be wise for you to take these tips and hacks into account. Holding regular team check-ins through video meetings is also crucial for holding them accountable. Ascertain performance accountability from remote sales reps by setting clear timelines.

Sales 98

Sales CRM Chatbots Analytics 98

AWS Machine Learning

FEBRUARY 29, 2024

Solution overview The architecture at Deutsche Bahn consists of a central platform account managed by a platform team responsible for managing infrastructure and operations for SageMaker Studio. The AI team does not have AWS Management Console access to the AI platform team’s account.

APIs 94

APIs Construction Transportation Analytics 94

AWS Machine Learning

DECEMBER 7, 2022

This post shows how Amazon SageMaker enables you to not only bring your own model algorithm using script mode, but also use the built-in HPO algorithm. We walk through the following steps: Use SageMaker script mode to bring our own model on top of an AWS-managed container. We use the MNIST dataset for this example.

Scripts 70

Scripts Metrics Healthcare Accountability 70

AWS Machine Learning

FEBRUARY 8, 2024

The code and resources required for deployment are available in the amazon-bedrock-examples repository. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details. The following are some example prompts: Create a new claim.

APIs 116

APIs Scripts Enterprise Management 116

AWS Machine Learning

NOVEMBER 30, 2023

Solution overview To deploy your SageMaker HyperPod, you first prepare your environment by configuring your Amazon Virtual Private Cloud (Amazon VPC) network and security groups, deploying supporting services such as FSx for Lustre in your VPC, and publishing your Slurm lifecycle scripts to an S3 bucket. Choose Create role. Choose Save.

Scripts 107

Scripts Engineering Management Government 107

JustCall

DECEMBER 23, 2022

Here is a step-by-step lowdown: Step 1: Create a contact list either by adding numbers from saved contacts within your account or by building a list from scratch. For example, when the prospect does not pick up or when the number is busy, leading to no live connection. Barge and speak directly with high-value customers and/or accounts.

CRM 52

CRM Sales Coaching Personalization 52

AWS Machine Learning

AUGUST 22, 2023

Native support for distributed training is offered through the Amazon SageMaker SDK, along with example notebooks in popular frameworks. Local models in different training sessions will be aggregated (for example, model weight aggregation) into a global model during the training process.

Scripts 70

Scripts Accountability Transportation Benchmark 70

JustCall

MAY 25, 2021

While a good cold calling script definitely helps, pricing concerns turn out to be the most common roadblock for sales reps. And then, with the help of a demo supported by case studies and testimonials , you can assert your case. Now, it is your job as a sales rep to allay doubts through proven examples and case studies.

Sales 66

Sales Education Scripts Accountability 66

AWS Machine Learning

MAY 30, 2024

A lightweight approach was taken to quickly build the required technical and business catalogs using custom scripts. Input context length for each table’s schema for demo is between 2,000–4,000 tokens. Business metadata can be constructed using services like Amazon DataZone.

Real estate 100

Real estate APIs Metrics Construction 100