Towards AI

FEBRUARY 18, 2024

Photo by SHVETS production from Pexels As per the routine I follow every time, here I am with the Python implementation of Causal Impact. 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.

Python 116

Python Data Preparation Algorithm AI 116

AWS Machine Learning Blog

JUNE 18, 2024

The solution harnesses the capabilities of generative AI, specifically Large Language Models (LLMs), to address the challenges posed by diverse sensor data and automatically generate Python functions based on various data formats. The solution only invokes the LLM for new device data file type (code has not yet been generated).

AWS 133

AWS Python AI AI 133

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 104

Machine Learning Machine Learning ML ML 104

AWS Machine Learning Blog

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. Both use cases require the ability to move data around the chip quickly and controllably.

AWS 117

AWS ML ML Clustering 117