Igor ShvabinAnalytics VidhyaUnity Catalogue — a case for near perfect solution for Data and AI governanceEvery data driven company faces substantial challenges while governing their ever increasing number of data assets. These assets grow not…Oct 13Oct 13
Igor ShvabControl theory and Data ScienceData Science (DS) has become indispensable tool to solve challenging business problems, yet despite its many phenomenal advancements…Apr 21Apr 21
Igor ShvabinAnalytics VidhyaVertex AI vs Databricks comparisonModern data science (DS) has almost completely relocated its development and productionization activities to cloud based analytics…Feb 12, 20231Feb 12, 20231
Igor ShvabinAnalytics VidhyaOptimization in Julia: Rocket Soft LandingThere is new competitor in space of high performance languages tuned for fast computations and general machine learning. Data science…Feb 24, 20222Feb 24, 20222
Igor ShvabinAnalytics VidhyaDynamic Optimization in Python: Rocket Soft LandingIn series of previous articles I described several optimization problems and different methods of solving them. All these problems have one…Jul 24, 20212Jul 24, 20212
Igor ShvabinAnalytics VidhyaOptimization Modelling in Python: Multiple ObjectivesIn two previous articles I described exact and approximate solutions to optimization problems with single objective. While majority of…May 30, 20215May 30, 20215
Igor ShvabinAnalytics VidhyaOptimization Modelling in Python: Metaheuristics with constraintsOptimization modelling is one the most practical and widely used tools to find optimal or near-optimal solutions to complex…Aug 23, 20201Aug 23, 20201
Igor ShvabinAnalytics VidhyaOptimization Modelling in Python: SciPy, PuLP, and PyomoOptimization modelling is one the most practical and widely used tools to find optimal or near-optimal solutions to complex…Jan 26, 20207Jan 26, 20207
Igor ShvabFrom Pandas to pySpark DataframesThis short post is designed for those Pandas users who experience some initial struggle in transitioning to Spark dataframes. I also…Jun 30, 2019Jun 30, 2019
Igor ShvabDeeplearning.ai and a question of freedomSo I finished Andrew Ng Deep Learning AI five chapter course. Having good memories from his first ML course 2 years ago, and having done…Apr 14, 2019Apr 14, 2019
