Muhammad Maruf SazedThese are the reasons why the most sophisticated Machine Learning techniques may not perform well.Based on the paper titled “Classifier Technology and the Illusion of Progress” by David Hand.4 min read·Aug 29, 2022----
Muhammad Maruf SazedIntuition of the Delta Method in StatisticsDelta method is a useful technique when we are interested in the asymptotic probability distribution of a function of random variables. In…5 min read·Mar 24, 2022----
Muhammad Maruf SazedThe difference between mathematical, computational, and applied statisticsDifferent subdomains require different skillsets. It is important to make an informed decisions.4 min read·Mar 4, 2022----
Muhammad Maruf SazedinAnalytics VidhyaData Analysis: It is not as hard as it may seemBe a data analyst first and then focus on programming.3 min read·Mar 3, 2022----
Muhammad Maruf SazedinAnalytics VidhyaTechnique initially developed for astronomy to analyze sports data.Statistical testing for sports data4 min read·Sep 4, 2021----
Muhammad Maruf SazedinAnalytics VidhyaSome considerations for data visualization in professional settingsMajority of data visualization work in professional settings are not necessarily spectacular. One should consider a few other things.4 min read·Jan 20, 2021----
Muhammad Maruf SazedinAnalytics VidhyaUsing spatial and activities data(with python) to understand how Messi and Ronaldo do their magic…Sports analytics have seen rapid rise in recent years due to availability of large amount of data. Books and movies like Moneyball have…6 min read·Jan 11, 2021----
Muhammad Maruf SazedPermutation based feature importance for clusteringFeature selection is an important topic in machine learning. It is relevant for both supervised and unsupervised problems. At this moment…6 min read·Jan 6, 2021----
Muhammad Maruf SazedWhy feature selection in clustering is importantKnowingly or unknowingly we deal with groups all the time when we work with datasets. Companies do it when they want to segregate their…4 min read·Dec 28, 2020----
Muhammad Maruf SazedinAnalytics VidhyaData wrangling project with PythonDataset: Spatio-temporal_match_events_in_soccer_competitions6 min read·Dec 27, 2020--1--1