Sourav Agarwal (Youtube/datahat--simplified ai)Quantum ComputingA leap in Constrained Optimization | Prescriptive Analytics | LogisticsJul 16, 2023Jul 16, 2023
Sourav Agarwal (Youtube/datahat--simplified ai)Calibration in Machine LearningStudents from Science background, must have read about calibration in Physics when we were introduced to ‘Vernier Calipers’.Oct 5, 2022Oct 5, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Solving an optimization problemOptimization in Python | Using SciPy | Optimization techniquesSep 17, 2022Sep 17, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Is this signature forgery?? DTWApproach to signature recognition using dynamic time warping (DTW)Jul 6, 2022Jul 6, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Clustering in Machine LearningTypes of clustering | Measurement techniques | Spatial clusteringJun 3, 2022Jun 3, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Machine learning AttackCorrupting an ML model | adversarial machine learning| safety measuresMar 27, 2022Mar 27, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Trustworthy AIModel validation | model monitoring | reliability | Explainable AI (XAI)Mar 14, 2022Mar 14, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Inferential StatisticsUnderstanding inferential statistics | CLT | statistical tests | hypothesis testingMar 5, 2022Mar 5, 2022
Sourav Agarwal (Youtube/datahat--simplified ai)Speech analysis — data preparationUnderstanding audio data representation | Mel Spectrogram | Fast Fourier TransformFeb 10, 20221Feb 10, 20221
Sourav Agarwal (Youtube/datahat--simplified ai)Linear Regression and its capabilities80% people tend to forget the basics of linear regressionFeb 1, 20221Feb 1, 20221