NobelBiz

MAY 11, 2021

Writing a call script is a must for contact centers that want to excel in their prospecting effort. If you write it according to the rules of the game, the script is an observable, cost-effective, and efficient method of attracting and maintaining prospects and clients. What exactly is call scripting? Why do scripts exist?

Scripts 52

Scripts Contact Center Calibration CRM 52

AWS Machine Learning

FEBRUARY 29, 2024

This enables data scientists to quickly build and iterate on ML models, and empowers ML engineers to run through continuous integration and continuous delivery (CI/CD) ML pipelines faster, decreasing time to production for models. You can then iterate on preprocessing, training, and evaluation scripts, as well as configuration choices.

Scripts 117

Scripts Engineering Metrics Best practices 117

CSM Magazine

NOVEMBER 18, 2024

Network Engineer Role Overview: Network engineers are responsible for designing, implementing, and maintaining an organization’s network infrastructure. Salary Range: The salary range for network engineers in Auckland is between NZD 75,000 and NZD 130,000, depending on experience and certification.

Engineering 52

Engineering Finance Government Healthcare 52

AWS Machine Learning

JUNE 17, 2024

PrestoDB is an open source SQL query engine that is designed for fast analytic queries against data of any size from multiple sources. We use a preprocessing script to connect and query data from a PrestoDB instance using the user-specified SQL query in the config file. For more information on processing jobs, see Process data.

Scripts 122

Scripts Engineering Metrics Big data 122

AWS Machine Learning

OCTOBER 22, 2024

Extensively used by data scientists and ML engineers across various industries, this robust tool provides high availability and uninterrupted access for its users. At the last step, a lifecycle config script is run to restore the Amazon EBS snapshots before the SageMaker space launched. Stop and restart the application.

Engineering 111

Engineering Scripts Accountability Consulting 111

AWS Machine Learning

MARCH 15, 2023

We demonstrate how two different personas, a data scientist and an MLOps engineer, can collaborate to lift and shift hundreds of legacy models. SageMaker runs the legacy script inside a processing container. We assume the involvement of two personas: a data scientist and an MLOps engineer.

Scripts 136

Scripts APIs Engineering Construction 136

AWS Machine Learning

OCTOBER 5, 2023

We review the fine-tuning scripts provided by the AWS Neuron SDK (using NeMo Megatron-LM), the various configurations we used, and the throughput results we saw. For example, to use the RedPajama dataset, use the following command: wget [link] python nemo/scripts/nlp_language_modeling/preprocess_data_for_megatron.py

Scripts 123

Scripts Big data Engineering SaaS 123

Aspect

MAY 2, 2018

It also has to be engineered to fit different purposes and contexts. No, there are simple, static bots that can be developed with scripting tools. However, some general principles for developing bots need to be considered, whether using knowledge engineering or not. appeared first on Aspect Blogs.

Engineering 76

Engineering Chatbots Scripts Sales 76

AWS Machine Learning

JULY 11, 2024

Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. This solution uses Retrieval Augmented Generation (RAG) to ensure the generated scripts adhere to organizational needs and industry standards. A GitHub account with a repository to store the generated Terraform scripts.

Scripts 130

Scripts APIs Engineering industry standards 130

AWS Machine Learning

OCTOBER 14, 2024

Amazon OpenSearch Service is a powerful, highly flexible search engine that allows users to retrieve data based on a variety of lexical and semantic retrieval approaches. This script can be acquired directly from Amazon S3 using aws s3 cp s3://aws-blogs-artifacts-public/artifacts/ML-16363/deploy.sh. What is the engine size of this car?

Chatbots 125

Chatbots APIs Engineering Healthcare 125

AWS Machine Learning

OCTOBER 24, 2024

LLMs have the potential to revolutionize content creation and the way people use search engines and virtual assistants. RAG introduces additional data engineering requirements: Scalable retrieval indexes must ingest massive text corpora covering requisite knowledge domains. In his spare time, he enjoys cycling with his road bike.

Engineering 116

Engineering Scripts Big data SaaS 116

AWS Machine Learning

DECEMBER 22, 2023

With these updates to SMP’s APIs, you can now realize the performance benefits of SageMaker and the SMP library without overhauling your existing PyTorch FSDP training scripts. For more information on how to enable SMP with your existing PyTorch FSDP training scripts, refer to Get started with SMP.

Scripts 123

Scripts APIs Engineering Finance 123

AWS Machine Learning

MAY 15, 2024

ONNX Runtime is the runtime engine used for model inference and training with ONNX. 1014-aws kernel) The ONNX Runtime repo provides inference benchmarking scripts for transformers-based language models. The scripts support a wide range of models, frameworks, and formats. Jammy with 6.5.0-1014-aws instead of 1.17.0 torch==2.2.1

Benchmark 131

Benchmark Scripts Engineering Management 131

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 128

Scripts Engineering Government Management 128

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. They can also help improve your website’s visibility in relevant search engine results, leading to more organic traffic.

Customer Care 98

Customer Care Scripts Engineering outsourcing 98

AWS Machine Learning

JUNE 16, 2023

They had several skilled engineers and scientists building insightful models that improved the quality of risk analysis on their platform. SambaSafety’s data science team maintained several script-like artifacts as part of their development workflow. The challenges faced by this team were not related to data science.

Scripts 98

Scripts Engineering Accountability Consulting 98

AWS Machine Learning

NOVEMBER 19, 2024

These codes, such as P0300 for a generic engine misfire or C1201 for an ABS system fault, are crucial for precise diagnosis. We run our fine-tuning script directly from the SageMaker Studio JupyterLab environment. The fine-tuning script uses LoRA, distributing compute across all available GPUs on a single instance.

Automotive 88

Automotive Scripts APIs Engineering 88

AWS Machine Learning

APRIL 1, 2024

However, training or fine-tuning these large models for a custom use case requires a large amount of data and compute power, which adds to the overall engineering complexity of the ML stack. Most of the details will be abstracted by the automation scripts that we use to run the Llama2 example. Cluster with p4de.24xlarge

Scripts 128

Scripts Engineering Metrics Management 128

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 124

Scripts Engineering Accountability Enterprise 124

AWS Machine Learning

OCTOBER 16, 2024

Amazon SageMaker supports geospatial machine learning (ML) capabilities, allowing data scientists and ML engineers to build, train, and deploy ML models using geospatial data. You simply specify a script that defines your workload, the location of your geospatial data on Amazon Simple Storage Service (Amazon S3), and the geospatial container.

Engineering 109

Engineering Scripts Government B2B 109

AWS Machine Learning

OCTOBER 18, 2024

AI Hub offers automatic conversion and optimization of PyTorch or ONNX models for efficient on-device deployment using TensorFlow Lite, ONNX Runtime, or Qualcomm AI Engine Direct SDK. Review the training script You’re now prepared to fine-tune the model using the model.train method from the Ultralytics YOLO library.

Scripts 99

Scripts APIs Engineering Marketing 99

AWS Machine Learning

JUNE 21, 2023

Lifecycle configurations are shell scripts triggered by Studio lifecycle events, such as starting a new Studio notebook. For Windows, use.cdk-venv/Scripts/activate.bat. For PowerShell, use.cdk-venv/Scripts/activate.ps1. About the Authors Cory Hairston is a Software Engineer with the Amazon ML Solutions Lab.

Construction 98

Construction Scripts Engineering Accountability 98

AWS Machine Learning

AUGUST 1, 2024

By demonstrating the process of deploying fine-tuned models, we aim to empower data scientists, ML engineers, and application developers to harness the full potential of FMs while addressing unique application requirements. The scripts for fine-tuning and evaluation are available on the GitHub repository.

APIs 123

APIs Scripts Real estate Accountability 123

AWS Machine Learning

JULY 26, 2023

We’ll cover fine-tuning your foundation models, evaluating recent techniques, and understanding how to run these with your scripts and models. As an added bonus, we’ll walk you through a Stable Diffusion deep dive, prompt engineering best practices, standing up LangChain, and more. More of a reader than a video consumer?

Scripts 93

Scripts Engineering Benchmark Best practices 93

JustCall

MARCH 21, 2024

Request Demo Exploring Agent Assist Lite’s features With Agent Assist Lite, you enable your reps and agents with a real-time knowledge engine that surfaces the right answers, prompts smart suggestions, and provides tailored scripts – all at their fingertips. A curated FAQ hub puts the knowledge you need at your fingertips.

Scripts 59

Scripts First call resolution Engineering Sales 59

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 128

APIs Scripts Enterprise Engineering 128

AWS Machine Learning

SEPTEMBER 23, 2024

Throughout this exercise, you use Amazon Q Developer in SageMaker Studio for various stages of the development lifecycle and experience firsthand how this natural language assistant can help even the most experienced data scientists or ML engineers streamline the development process and accelerate time-to-value. Choose Create configuration.

Engineering 85

Engineering Scripts Automotive Advertising 85

AWS Machine Learning

DECEMBER 14, 2023

This post is co-authored by Anatoly Khomenko, Machine Learning Engineer, and Abdenour Bezzouh, Chief Technology Officer at Talent.com. In line with this mission, Talent.com collaborated with AWS to develop a cutting-edge job recommendation engine driven by deep learning, aimed at assisting users in advancing their careers.

Engineering 106

Engineering Scripts Technology Analytics 106

AWS Machine Learning

OCTOBER 21, 2024

If you have a different format, you can potentially use Llama convert scripts or Mistral convert scripts to convert your model to a supported format. The fine-tuning scripts are based on the scripts provided by the Llama fine-tuning repository. degree in Electrical Engineering. from sagemaker.s3

APIs 139

APIs Scripts Finance Real estate 139

AWS Machine Learning

DECEMBER 21, 2022

Amazon SageMaker Feature Store is a purpose-built feature management solution that helps data scientists and ML engineers securely store, discover, and share curated data used in training and prediction workflows. Amazon Athena is a serverless SQL query engine that natively supports Iceberg management procedures. AWS Glue Job setup.

Scripts 85

Scripts Engineering APIs Big data 85

AWS Machine Learning

NOVEMBER 22, 2023

Training script Before starting with model training, we need to make changes to the training script to make it XLA compliant. We followed the instructions provided in the Neuron PyTorch MLP training tutorial to add XLA-specific constructs in our training scripts. These code changes are straightforward to implement.

Scripts 116

Scripts Engineering Best practices Construction 116

AWS Machine Learning

NOVEMBER 1, 2024

Each step became an independent stream, so our engineers could iteratively develop and evaluate the performance and speed until they worked well in isolation. Then it passes the sample data and the user question to an FM and responds with a Python script that transforms data to answer the question.

APIs 109

APIs Scripts Engineering Government 109

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 123

Scripts APIs Entertainment Engineering 123

AWS Machine Learning

JULY 25, 2024

Overview of solution This post presents the steps to create a certificate and private key, configure Azure AD (either using the Azure AD console or a PowerShell script), and configure Amazon Q Business. You need a Microsoft Windows instance to run PowerShell scripts and commands with PowerShell 7.4.1+.

Scripts 105

Scripts APIs Engineering Enterprise 105

AWS Machine Learning

FEBRUARY 14, 2024

With your Python environment activated, run the following command: cdk synth Run the following command to deploy the AWS CDK: cdk deploy Run the following command to run the post-deployment script: python scripts/post_deployment_script.py CD into the scripts directory in the repository. script located in the GitHub repository.

Scripts 127

Scripts Engineering Entertainment Healthcare 127

AWS Machine Learning

NOVEMBER 27, 2023

To use the TensorRT-LLM library, choose the TensorRT-LLM DLC from the available LMI DLCs and set engine=MPI among other settings such as option.model_id. To use SmoothQuant, set option.quantize=smoothquan t with engine = DeepSpeed in serving.properties. Qing Lan is a Software Development Engineer in AWS.

Engineering 116

Engineering Benchmark Scripts Advertising 116

AWS Machine Learning

OCTOBER 6, 2023

For instance, if a customer is searching for a “cotton crew neck t-shirt with a logo in front,” auto-tagging and attribute generation enable the search engine to pinpoint products that match not merely the broader “t-shirt” category, but also the specific attributes of “cotton” and “crew neck.” read()) Path("clip/serving.properties").open("w").write(

Scripts 122

Scripts Engineering Best practices Enterprise 122