Ventsislav YordanovinTowards Data ScienceClassification Metrics — Confusion Matrix ExplainedI am starting a series of blog posts aiming to cover the basics of various data science and machine learning concepts. I’m mainly doing…5 min read·Jan 2, 2021--1--1
Ventsislav YordanovinTowards Data SciencePython Basics: FunctionsAfter reading this article you’ll know:14 min read·Feb 20, 2019----
Ventsislav YordanovinTowards Data SciencePython Basics: TuplesAfter reading this blog post you’ll know:7 min read·Feb 7, 2019----
Ventsislav YordanovinTowards Data SciencePython Basics: Mutable vs Immutable ObjectsAfter reading this blog post you’ll know:5 min read·Feb 3, 2019--5--5
Ventsislav YordanovinTowards Data SciencePython Basics: List ComprehensionsAfter reading this article you’ll learn:6 min read·Nov 23, 2018--3--3
Ventsislav YordanovinTowards Data SciencePython Basics: Iteration and LoopingAfter reading this blog post, you’ll know:9 min read·Nov 22, 2018--5--5
Ventsislav YordanovinTowards Data ScienceIntroduction to Natural Language Processing for TextAfter reading this blog post, you’ll know some basic techniques to extract features from some text, so you can use these features as input…16 min read·Nov 17, 2018--12--12
Ventsislav YordanovinTowards Data ScienceData Science with Python: Intro to Loading, Subsetting, and Filtering Data with pandasIntro13 min read·Aug 30, 2018--2--2
Ventsislav YordanovinTowards Data ScienceData Science with Python: Intro to Data Visualization with MatplotlibIntro10 min read·Jul 22, 2018--7--7
Ventsislav YordanovinTowards Data SciencePython Basics for Data SciencePython Data Types9 min read·Feb 1, 2018--6--6