AWS Machine Learning Blog

JUNE 18, 2024

This post presents a solution that uses a generative artificial intelligence (AI) to standardize air quality data from low-cost sensors in Africa, specifically addressing the air quality data integration problem of low-cost sensors. Some input data uses a pair of value type and value for a measurement.

Generative AI 119

Generative AI Data Ingestion Python LLM 119

Towards AI

JANUARY 28, 2024

To start, get to know some key terms from the demo: Snowflake: The centralized source of truth for our initial data Magic ETL: Domo’s tool for combining and preparing data tables ERP: A supplemental data source from Salesforce Geographic: A supplemental data source (i.e., Instagram) used in the demo Why Snowflake?

ETL 111

ETL Python Data Platform Data Integration 111

The MLOps Blog

MARCH 15, 2023

Some of the popular cloud-based vendors are: Hevo Data Equalum AWS DMS On the other hand, there are vendors offering on-premise data pipeline solutions and are mostly preferred by organizations dealing with highly sensitive data. Dagster Supports end-to-end data management lifecycle. It supports multiple file formats.It

ETL 59

ETL Categorization Data Integration Automation 59

Pickl AI

APRIL 26, 2024

During a data analysis project, I encountered a significant data discrepancy that threatened the accuracy of our analysis. I conducted thorough data validation, collaborated with stakeholders to identify the root cause, and implemented corrective measures to ensure data integrity. 10% group discount available.

Data Analysis 52

Data Analysis Machine Learning ETL Explainability 52

Pickl AI

JUNE 18, 2023

Job Submission and Cluster Management: To take advantage of Hadoop, you generally use the Hadoop API to generate code in Java, Python, or other compatible languages. Aside from cluster management, responsibilities like data integration and data quality control can be difficult for organisations that use Hadoop systems.

Big Data 52

Big Data Machine Learning Data Quality Data Analysis 52

The MLOps Blog

OCTOBER 3, 2023

I actually did not pick up Python until about a year before I made the transition to a data scientist role. You see them all the time with a headline like: “data science, machine learning, Java, Python, SQL, or blockchain, computer vision.” The only decorator that comes to my mind is a Python decorator.

ML 52

ML Data Scientist Machine Learning Data Science 52