article thumbnail

Streamline diarization using AI as an assistive technology: ZOO Digital’s story

AWS Machine Learning

Trusted by the biggest names in entertainment, ZOO Digital delivers high-quality localization and media services at scale, including dubbing, subtitling, scripting, and compliance. git+[link] ffmpeg-python Create an inference script to load the models and run inference Next, we create a custom inference.py

article thumbnail

Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

AWS Machine Learning

Evaluate model performance on the hold-out test data with various evaluation metrics. To run inference on this model, we first need to download the inference container ( deploy_image_uri ), inference script ( deploy_source_uri ), and pre-trained model ( base_model_uri ). Fine-tune the pre-trained model on a new custom dataset.

Scripts 71
Insiders

Sign Up for our Newsletter

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

article thumbnail

25 Call Center Leaders Share the Most Effective Ways to Boost Contact Center Efficiency

Callminer

Metrics, Measure, and Monitor – Make sure your metrics and associated goals are clear and concise while aligning with efficiency and effectiveness. Make each metric public and ensure everyone knows why that metric is measured. Interactive agent scripts from Zingtree solve this problem. Bill Dettering.

article thumbnail

­­Speed ML development using SageMaker Feature Store and Apache Iceberg offline store compaction

AWS Machine Learning

To schedule the procedures, you set up an AWS Glue job using a Python shell script and create an AWS Glue job schedule. Next, you need to create a Python script to run the Iceberg procedures. You can find the sample script in GitHub. The script will execute the OPTIMIZE query using boto3. AWS Glue Job setup. Click Create.

Scripts 73
article thumbnail

The Secret is BEING Social, Not DOING Social Media

Russel Lolacher

Messaging is scripted – posts are scripted, approved by multiple levels and canned for use. Metrics focus on large numbers over meaningful ones – followers, total engagement define success with minimal further analysis. How can you make their lives easier, more informed, better entertained, etc.

Scripts 75
article thumbnail

How Amp on Amazon used data to increase customer engagement, Part 1: Building a data analytics platform

AWS Machine Learning

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. This post is the first in a two-part series.

article thumbnail

ByteDance saves up to 60% on inference costs while reducing latency and increasing throughput using AWS Inferentia

AWS Machine Learning

ByteDance is a technology company that operates a range of content platforms to inform, educate, entertain, and inspire people across languages, cultures, and geographies. The Neuron team released this weight de-duplication feature in the Neuron libnrt library and also improved Neuron Tools for more precise metrics.