Ensuring Accuracy and Reliability with ML Model Validation Cigniti Technologies2024-07-08T17:13:18+05:30As demand for machine learning (ML) grows, rigorous testing and quality assurance are crucial. ML models need quality training data and robust algorithms. Without thorough testing, inaccurate outcomes can occur, especially in sectors like healthcare, finance, and transportation. A 2023 ScienceDirect report found data leakage in 294 academic publications across [...] FacebookTwitterLinkedInEmail July 8, 2024 Read more...
Enterprises Need to Deploy, Monitor, and Govern ML Models to Solve Real-World Use Cases Cigniti Technologies2022-12-06T17:20:33+05:30Machine Learning (ML) and Artificial intelligence (AI) are at the center of the hyper-competitive era in which change occurs with new technologies in the span of a single blink of an eye. Modern innovations like AI, predictive analytics, ML, and other digital disruptors are changing how businesses operate and [...] FacebookTwitterLinkedInEmail August 26, 2022 Read more...