AWS Machine Learning

JUNE 16, 2023

SambaSafety worked with AWS Advanced Consulting Partner Firemind to deliver a solution that used AWS CodeStar , AWS Step Functions , and Amazon SageMaker for this workload. They had several skilled engineers and scientists building insightful models that improved the quality of risk analysis on their platform.

Scripts 99

Scripts Engineering Accountability Consulting 99

AWS Machine Learning

SEPTEMBER 20, 2023

SageMaker Studio allows data scientists, ML engineers, and data engineers to prepare data, build, train, and deploy ML models on one web interface. SageMaker is a comprehensive ML service enabling business analysts, data scientists, and MLOps engineers to build, train, and deploy ML models for any use case, regardless of ML expertise.

Scripts 126

Scripts Engineering Accountability Enterprise 126

AWS Machine Learning

JULY 2, 2024

An Amazon OpenSearch Serverless vector engine to store enterprise data as vectors to perform semantic search. Amazon Bedrock retrieves relevant data from the vector store (using the vector engine for OpenSearch Serverless ) using hybrid search. You can also complete these steps by running the script cognito-create-testuser.sh

APIs 134

APIs Scripts Enterprise Engineering 134

Outsource Consultants

FEBRUARY 25, 2025

Are you leveraging call centers to turn support into a revenue engine? At Outsource Consultants, we’ve seen ecommerce call center services significantly boost revenue and customer satisfaction. Voice analytics also assists in compliance monitoring, ensuring agents adhere to required scripts and protocols. Lets talk!

Call Center 67

Call Center Sales outsourcing Technical Support 67

CSM Magazine

SEPTEMBER 6, 2023

No one wants to waste time calling a helpline number and dealing with an agent who follows a script. Many websites fail to consider the importance of proper search engine optimization and the aspects it entails. Talking with a web design and SEO consultant during the website development phase could eliminate many of these problems.

Customer Care 98

Customer Care Scripts Engineering outsourcing 98

AWS Machine Learning

JUNE 27, 2023

That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in. Earth.com didn’t have an in-house ML engineering team, which made it hard to add new datasets featuring new species, release and improve new models, and scale their disjointed ML system.

Engineering 116

Engineering APIs Scripts Entertainment 116

Taylor Reach Group

FEBRUARY 5, 2019

Improve: Improve the process by eliminating defects (unnecessary steps, decreased wait times, and shorter scripts). The contact center, being one of the first touch points for a taxpayer, can be re-engineered to run more effectively and efficiently by making the internal workflow of calls leaner.

Government 101

Government Management Customer Experience Scripts 101

AWS Machine Learning

JANUARY 5, 2024

By the end of the consulting engagement, the team had implemented the following architecture that effectively addressed the core requirements of the customer team, including: Code Sharing – SageMaker notebooks enable data scientists to experiment and share code with other team members.

Management 133

Management APIs Engineering Government 133

AWS Machine Learning

JULY 15, 2024

We use the custom terminology dictionary to compile frequently used terms within video transcription scripts. If you want to learn more about this use case or have a consultative session with the Mission team to review your specific generative AI use case, feel free to request one through AWS Marketplace. Here’s an example.

Engineering 121

Engineering Entertainment Big data APIs 121

AWS Machine Learning

FEBRUARY 19, 2024

Before you can write scripts that use the Amazon Bedrock API, you need to install the appropriate version of the AWS SDK in your environment. For Python scripts, you can use the AWS SDK for Python (Boto3). For more information, refer to Prompt Engineering Guidelines. exclusive) to 10.0 Parse and decode the response.

Scripts 126

Scripts APIs Entertainment Engineering 126

AWS Machine Learning

APRIL 13, 2023

Accenture is using Amazon CodeWhisperer to accelerate coding as part of our software engineering best practices initiative in our Velocity platform,” says Balakrishnan Viswanathan, Senior Manager, Tech Architecture at Accenture. Nino Leenus is an AI Consultant at Accenture. This helps developers detect and fix issues early. “

Scripts 97

Scripts Engineering Consulting Consulting 97

AWS Machine Learning

JULY 5, 2022

Data Wrangler is a capability of Amazon SageMaker that makes it faster for data scientists and engineers to prepare data for machine learning (ML) applications via a visual interface. LCC scripts are triggered by Studio lifecycle events, such as starting a new Studio notebook. Apply the script (see below). Solution overview.

Scripts 95

Scripts Engineering APIs Consulting 95

AWS Machine Learning

MAY 29, 2024

bin/bash # Set the prompt and model versions directly in the command deepspeed /root/LLaVA/llava/train/train_mem.py --deepspeed /root/LLaVA/scripts/zero2.json It sets up a SageMaker training job to run the custom training script from LLaVA. He has over a decade experience in the FinTech industry as software engineer.

Scripts 129

Scripts Healthcare Metrics Finance 129

AWS Machine Learning

NOVEMBER 9, 2023

Under Advanced Project Options , for Definition , select Pipeline script from SCM. For Script Path , enter Jenkinsfile. upload_file("pipelines/train/scripts/raw_preprocess.py","mammography-severity-model/scripts/raw_preprocess.py") s3_client.Bucket(default_bucket).upload_file("pipelines/train/scripts/evaluate_model.py","mammography-severity-model/scripts/evaluate_model.py")

Scripts 122

Scripts Accountability Best practices Engineering 122

AWS Machine Learning

MAY 22, 2024

Customers can more easily locate products that have correct descriptions, because it allows the search engine to identify products that match not just the general category but also the specific attributes mentioned in the product description. The script also merges the LoRA weights into the model weights after training.

Scripts 134

Scripts Engineering Accountability APIs 134

AWS Machine Learning

APRIL 22, 2024

Typically, HyperPod clusters are used by multiple users: machine learning (ML) researchers, software engineers, data scientists, and cluster administrators. To achieve this multi-user environment, you can take advantage of Linux’s user and group mechanism and statically create multiple users on each instance through lifecycle scripts.

Scripts 113

Scripts Engineering Management Benchmark 113

AWS Machine Learning

APRIL 26, 2024

Before starting any new diet or exercise program, it's a good idea to consult with a healthcare professional or a registered dietitian. user Write a Python script to read a CSV file containing stock prices and plot the closing prices over time using Matplotlib. This script first loads the data from the CSV file into a pandas DataFrame.

Transportation 126

Transportation Scripts Accountability Benchmark 126

AWS Machine Learning

OCTOBER 4, 2022

Developers usually test their processing and training scripts locally, but the pipelines themselves are typically tested in the cloud. From a very high level, the ML lifecycle consists of many different parts, but the building of an ML model usually consists of the following general steps: Data cleansing and preparation (feature engineering).

Scripts 89

Scripts Engineering Management APIs 89

AWS Machine Learning

SEPTEMBER 28, 2022

Data scientists sometimes train models locally using their IDE and either ship those models to the ML engineering team for deployment or just run predictions locally on powerful machines. Prepare your trained model and inference script. pth,pkl, and so on) and an inference script. Solution overview.

Scripts 92

Scripts APIs Engineering Consulting 92

AWS Machine Learning

FEBRUARY 5, 2025

Note: For any considerations of adopting this architecture in a production setting, it is imperative to consult with your company specific security policies and requirements. Lets delve into a basic Colang script to see how it works: define user express greeting "hello" "hi" "what's up?" define bot express greeting "Hey there!"

Chatbots 98

Chatbots Construction Best practices APIs 98

AWS Machine Learning

MARCH 23, 2023

We perform data exploration and feature engineering using a SageMaker notebook, and then perform model training using a SageMaker training job. At this stage, you may also need to do additional feature engineering of your dataset or integrate with different offline feature stores. resource("s3").Bucket Bucket (bucket).Object

Scripts 118

Scripts APIs Government Analytics 118

AWS Machine Learning

DECEMBER 13, 2024

This helps with data preparation and feature engineering tasks and model training and deployment automation. Running custom scripts for data processing and model training requires the availability of required frameworks and dependencies. tag = "latest" container_image_uri = "{0}.dkr.ecr.{1}.amazonaws.com/{2}:{3}".format(account_id,

Scripts 84

Scripts Engineering Analytics Sales 84

AWS Machine Learning

JULY 14, 2022

This post describes how you can combine Amazon Kinesis , AWS Glue , and Amazon SageMaker to build a near-real-time feature engineering and inference solution for predictive maintenance. Our solution then takes a slice of streaming data each time (micro-batch), and performs processing and feature engineering to create features.

Engineering 93

Engineering Scripts APIs Finance 93

COPC

OCTOBER 26, 2023

Related CX Technology Consulting Fusing technology and expertise to design and deliver exceptional service journeys. But it’s much more than enlisting engineers to call LLM APIs. Team: Beyond engineers, various roles contribute to the AI assistant’s creation.

Technology 76

Technology Customer Experience APIs Consulting 76

AWS Machine Learning

APRIL 29, 2024

Now you can launch a training job to submit a model training script as a slurm job. Finally, convert the saved checkpoints back to a standard format for subsequent use, employing scripts for seamless conversion. Malikeh Ehghaghi is an Applied NLP Research Engineer at Arcee. Create and launch ParallelCluster in the VPC.

APIs 124

APIs Healthcare Scripts Enterprise 124

Kayako

MARCH 9, 2017

Through product testing you can build knowledge of the products your company offers and start to see it from the perspective of your engineers. Sukhpreet Kaur, Technical Consultant at Kayako, sees product testing as an invaluable link between teams with different skills. Be the voice of the customer.

Customer Service 71

Customer Service Engineering Coaching Self service 71

AWS Machine Learning

MAY 21, 2024

The following diagram highlights the data flows from queries to answers by using an advanced RAG and a multimodal retrieval engine powered by a multimodal embedding model (amazon.titan-embed-image-v1), an object store (Amazon S3), and a vector database (OpenSearch Serverless). split('.')[0]}.json" jsons", glob='**/*.json',

Engineering 128

Engineering Consulting Consulting Finance 128

AWS Machine Learning

SEPTEMBER 13, 2024

script takes approximately 30 minutes to run. script in a terminal for better feedback. Lingran Xia is a software development engineer at AWS. Li Ning is a senior software engineer at AWS with a specialization in building large-scale AI solutions. Frank Liu is a Principal Software Engineer for AWS Deep Learning.

APIs 93

APIs Engineering Chatbots Scripts 93

TeleDirect

MAY 20, 2019

TeleDirect’s contact center consultants view this question from a unique, dual-tier perspective: Our own client expectations (yours). TeleDirect’s call center platform , responsive scripts and advanced automation bolster your ability to meet the most demanding customer expectations. Your client’s expectations. Master crisis mode.

Call Center 81

Call Center outsourcing Business Process Outsourcing Morale 81

AWS Machine Learning

JANUARY 11, 2023

By using Terraform and a single entry point configurable script, we are able to instantiate the entire infrastructure, in production mode, on AWS in just a few minutes. IaC is the process of provisioning resources programmatically using automated scripts rather than using interactive configuration tools.

Scripts 82

Scripts Finance Enterprise Engineering 82

AWS Machine Learning

MAY 23, 2023

Such a pipeline encompasses the stages involved in building, testing, tuning, and deploying ML models, including but not limited to data preparation, feature engineering, model training, evaluation, deployment, and monitoring. This MLOps accelerator enhances the native capabilities of JumpStart by integrating complementary AWS services.

Engineering 93

Engineering Government Calibration Scripts 93

AWS Machine Learning

MARCH 15, 2024

To create these packages, run the following script found in the root directory: /build_mlops_pkg.sh Randy has held a variety of positions in the technology space, ranging from software engineering to product management. Prior to joining AWS, Arnab was a technology leader and previously held architect and engineering leadership roles.

Healthcare 126

Healthcare Big data Engineering Accountability 126

AWS Machine Learning

MARCH 22, 2023

Data Wrangler simplifies the data preparation and feature engineering process, reducing the time it takes from weeks to minutes by providing a single visual interface for data scientists to select and clean data, create features, and automate data preparation in ML workflows without writing any code. Partner Sales Engineer at Snowflake.

APIs 95

APIs Engineering Analytics Scripts 95

AWS Machine Learning

AUGUST 30, 2023

He has two graduate degrees in Physics and a Doctorate degree in Engineering. Ekta Walia Bhullar , PhD, is a senior AI/ML consultant with AWS Healthcare and Life Sciences (HCLS) professional services business unit. Priya Padate is a Senior Partner Solutions Architect with extensive expertise in Healthcare and Life Sciences at AWS.

Healthcare 134

Healthcare APIs Scripts Metrics 134

AWS Machine Learning

DECEMBER 6, 2023

Typically, these analytical operations are done on structured data, using tools such as pandas or SQL engines. We use the following Python script to recreate tables as pandas DataFrames. He enjoys solving business problems with machine learning and software engineering, and helping customers extract business value with ML.

Analytics 126

Analytics APIs Engineering Construction 126

ChurnZero

NOVEMBER 29, 2022

This is a guest article by Michael Su , senior consultant of Customer Success, The Success League. At the time, I was a sales engineer, and my job was to close deals and move on to the next prospect. While your CSMs don’t need to read from a script, their underlying message should align with the team and the company’s goals.

Scripts 98

Scripts Sales Customer centricity Coaching 98

Vonage

APRIL 4, 2017

Recently, Craig Borowski, Customer Service Market Analyst for the online technology consultancy Software Advice, released a new report which studied if better customer service is the “necessity” that AI needs to be relevant. It often seems very scripted and formulaic, and people are very good at picking up on this. Yes, for now anyway.

Customer Service 63

Customer Service Chatbots Interactive Voice Response Engineering 63