Dataconomy

OCTOBER 15, 2024

For some of the world’s most valuable companies, data forms the core of their business model. The scale of data production and transmission has grown exponentially. However, raw data alone doesn’t equate to actionable insights. Future trends Emerging trends are reshaping the data analytics landscape.

Data Modeling 113

Data Modeling Data Models Analytics Analytics 113

Towards AI

FEBRUARY 18, 2024

This historical sales data covers sales information from 2010–02–05 to 2012–11–01. So let’s filter out and keep only a handful of data to perform the analysis. Data Preparation It’s time me filter out the unnecessary records to make it easier to visualize the dataset. df['Store'] = df['Store'].astype('category')df['Dept']

Python 116

Python Data Preparation Algorithm AI 116

Towards AI

MAY 8, 2024

Established by Google in 2010, it possesses a vast assortment of geospatial data containing of petabytes of data collected by multiple satellites, such as Sentinel, MODIS, Landsat, and more for analysis. Conclusion Vertex AI is a major improvement over Google Cloud’s machine learning and data science solutions.

Machine Learning 98

Machine Learning Machine Learning ML ML 98

AWS Machine Learning Blog

JUNE 18, 2024

The output data is transformed to a standardized format and stored in a single location in Amazon S3 in Parquet format, a columnar and efficient storage format. With AWS Glue custom connectors, it’s effortless to transfer data between Amazon S3 and other applications.

AWS 136

AWS AI AI Python 136

AWS Machine Learning Blog

SEPTEMBER 11, 2024

This makes GPUs well suited for data-heavy, matrix math-based, ML training workloads, and real-time inference workloads needing synchronicity at scale. Both use cases require the ability to move data around the chip quickly and controllably. For a given LOB, some events might be applicable to individual price levels independently.

AWS 121

AWS ML ML Clustering 121