Mingjie ZhaoinTowards Data ScienceHow to interview the company that is interviewing you for data jobsA guideline for making use of the last 5 min in your interview·10 min read·May 6, 2022----
Mingjie ZhaoinTowards Data ScienceSwitching from a Frequentist Approach to Bayesian for A/B Testing AnalysisAn overview of the main differences between the two approaches, from both technical and business perspectives·8 min read·Feb 19, 2022--3--3
Mingjie ZhaoSurvival Analysis in Squid GameHow to survive “The Glass Stepping Stones” with Statistics·8 min read·Oct 20, 2021--2--2
Mingjie ZhaoinTowards Data ScienceAvoid Mistakes in Machine Learning Models with Skewed Count DataAn introduction to a few common caveats and solutions·8 min read·Sep 14, 2021--1--1
Mingjie ZhaoinTowards Data ScienceHow to Talk about Your Projects in a Data Science Job InterviewAnd how to prepare for it with a 4-step method·10 min read·Aug 4, 2021--3--3
Mingjie ZhaoinTowards Data ScienceStructured thinking for story-telling with advanced EDA5 steps guide to define good DS questions for open-ended analysis·14 min read·Jun 19, 2021--2--2
Mingjie ZhaoinTowards Data ScienceHandling Imbalanced Data Classification with Business-Driven PerspectivesI think one critical skill that data scientists should gain is the capability to translate a real business problem into a data science…·8 min read·Jan 29, 2021--1--1
Mingjie ZhaoShould Elon Musk worry about his COVID-19 test results? -An Introduction to Basic Bayesian TheoriesThis blog is originally published on my personal web.7 min read·Nov 15, 2020----
Mingjie ZhaoDid your friend cheat in the drinking game for the 1st Presidential Debate 2020?I am wondering how many people played or at least saw pics of the “drinking game” designed for the first presidential debate of 2020.5 min read·Oct 3, 2020----
Mingjie ZhaoCOVID-19 Mobility Map- are people staying home?The original article is posted on my personal web6 min read·Apr 30, 2020----