PinnedViyaleta ApgarinTowards Data ScienceStrategic Data Analysis (Part 1)Data analysis and the four types of questions it attempts to answer8 min read·Oct 7, 2023--5--5
Viyaleta ApgarinTowards Data ScienceStrategic Data Analysis (Part 3): Diagnostic QuestionsDeep dive into the approach for answering “why” questions14 min read·Oct 26, 2023--2--2
Viyaleta ApgarinTowards Data ScienceStrategic Data Analysis (Part 2): Descriptive QuestionsDeep dive into the approach for answering descriptive questions9 min read·Oct 14, 2023--3--3
Viyaleta ApgarinTowards Data Science3 Use-Cases for Gaussian Mixture Model (GMM)Feature engineering, unsupervised classification, and anomaly detection with the versatility of the GMM algorithm10 min read·Jul 27, 2023--2--2
Viyaleta ApgarinTowards Data ScienceThe Basics of Anomaly DetectionBasics of anomaly detection, its use-cases, and an implementation of simple yet powerful algorithm in Python11 min read·Jul 5, 2023--3--3
Viyaleta ApgarI Made a Sky Map in Python. Here’s How.This tutorial shows you how to create a sky map / chart in Python using skyfield library.7 min read·Oct 13, 2022--5--5
Viyaleta ApgarinTowards Data ScienceFirst, We Must Discover. Then, We Can Explore.A case for a structured data-discovery approach8 min read·May 25, 2022--1--1
Viyaleta ApgarinTowards Data ScienceIs Julia actually right for you?An overview of advantages, deal-breakers, and resources to get you started7 min read·Feb 2, 2022--7--7