Is it feasible to use ML to spot bias in data from another ML solution?
Wednesday, 08 November 2023
by Anne Marie Corless
Using machine learning (ML) to spot bias in data from another ML solution is indeed feasible. ML algorithms are designed to learn patterns and make predictions based on the patterns they find in the data. However, these algorithms can also inadvertently learn and perpetuate biases present in the training data. Therefore, it becomes important to
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Introduction, What is machine learning
Tagged under:
Artificial Intelligence, Bias Detection, Data Analysis, Fairness, Machine Learning, ML Pipeline
What are the different phases of the ML pipeline in TFX?
Sunday, 06 August 2023
by EITCA Academy
The TensorFlow Extended (TFX) is a powerful open-source platform designed to facilitate the development and deployment of machine learning (ML) models in production environments. It provides a comprehensive set of tools and libraries that enable the construction of end-to-end ML pipelines. These pipelines consist of several distinct phases, each serving a specific purpose and contributing