Igor ShvabinAnalytics VidhyaControl theory and Data ScienceData Science (DS) has become indispensable tool to solve challenging business problems, yet despite its many phenomenal advancements…5 min read·Apr 21, 2024----
Igor ShvabinAnalytics VidhyaVertex AI vs Databricks comparisonModern data science (DS) has almost completely relocated its development and productionization activities to cloud based analytics…4 min read·Feb 12, 2023--1--1
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…3 min read·Feb 24, 2022--2--2
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…4 min read·Jul 24, 2021--2--2
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…4 min read·May 30, 2021--5--5
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…6 min read·Aug 23, 2020--1--1
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…6 min read·Jan 26, 2020--7--7
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…2 min read·Jun 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…4 min read·Apr 14, 2019----