Mlearning.ai

AUGUST 10, 2023

BigQuery is very useful in terms of having a centralized location of structured data; ingestion on GCP is wonderful using the ‘bq load’ command line tool for uploading local .csv PubSub and Dataflow are solutions for storing newly created data from website/application activity, in either BigQuery or Google Cloud Storage.

Auto-complete 52

Auto-complete Data Ingestion Explainability Python 52

The MLOps Blog

FEBRUARY 5, 2023

These days when you are listening to a song or a video, if you have auto-play on, the platform creates a playlist for you based on your real-time streaming data. It provides a web-based interface for building data pipelines and can be used to process both batch and streaming data. pip install tensorflow== 2.7.1 !pip

Machine Learning 73

Machine Learning Big Data Auto-complete Data Ingestion 73

AWS Machine Learning Blog

MAY 7, 2024

The service allows for simple audio data ingestion, easy-to-read transcript creation, and accuracy improvement through custom vocabularies. They are designed for real-time, interactive, and low-latency workloads and provide auto scaling to manage load fluctuations. AWS CDK version 2.0

Automation 99

Automation Auto-complete DevOps UX Design 99

AWS Machine Learning Blog

SEPTEMBER 18, 2023

With Ray and AIR, the same Python code can scale seamlessly from a laptop to a large cluster. Ingesting features into the feature store contains the following steps: Define a feature group and create the feature group in the feature store. Ingest the prepared data into the feature group by using the Boto3 SDK.

Machine Learning 100

Machine Learning ML Python Auto-complete 100

The MLOps Blog

JUNE 27, 2023

For example, if your team is proficient in Python and R, you may want an MLOps tool that supports open data formats like Parquet, JSON, CSV, etc., This includes features for data labeling, data versioning, data augmentation, and integration with popular data storage systems. Can you render audio/video?

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

The MLOps Blog

JUNE 6, 2023

Complete ML model training pipeline workflow | Source But before we delve into the step-by-step model training pipeline, it’s essential to understand the basics, architecture, motivations, challenges associated with ML pipelines, and a few tools that you will need to work with. We will use Python and the popular Scikit-learn.

ML 52

ML Machine Learning Auto-classification Auto-complete 52