PinnedMochamad Kautzar IchramsyahinCodeXAutomate the exploratory data analysis (EDA) to understand the data faster and easierWhat is EDA?11 min read·Jul 11, 2023--25--25
Mochamad Kautzar IchramsyahinCodeXIntro to data wrangling and scraping using RBackground6 min read·Feb 20, 2024--1--1
Mochamad Kautzar IchramsyahinCodeXBeyond numbers: Numbeo’s insight into the world’s most livable countries (Python, K-Means with…Introduction to Numbeo’s quality of live index23 min read·Jan 3, 2024--3--3
Mochamad Kautzar IchramsyahinCodeXAutomate the building of machine learning models using AutoML (H2O) in Python and R, so easy!About the H2O package10 min read·Dec 9, 2023--2--2
Mochamad Kautzar IchramsyahinCodeXHow to perform simple linear regression using R and Python, including diagnostic checking and…What is simple linear regression?12 min read·Aug 21, 2023--1--1
Mochamad Kautzar IchramsyahinCodeXHypothesis testing: Paired and unpaired two-sample t-test and Z-test in R, Python, and Google…As promised, continuing my previous post about How to do one-sample t-test and Z-test as part of hypothesis testing in R, Python, and…9 min read·Jul 29, 2023----
Mochamad Kautzar IchramsyahinCodeXHow to do one-sample t-test and Z-test as part of hypothesis testing in R, Python, and Google…What is hypothesis testing?9 min read·Jul 16, 2023----
Mochamad Kautzar IchramsyahinCodeXUnderstanding downstream impact calculation as part of causal inference analysisUsing propensity score matching (PSM) or Mahalanobis distance matching (MDM)11 min read·Jul 9, 2023----
Mochamad Kautzar IchramsyahDeciding which metrics to be focused on in data analytics and the rolesFrom August 2022 until May 2023, I am assigned to the Subscription team at the company I am working at. This service is a brand-new thing…4 min read·Jun 7, 2023----
Mochamad Kautzar IchramsyahBack to being a kidLately, I’ve been thinking a lot about how to effectively generate ideas that my co-workers might not have thought of because they don’t…4 min read·Jan 23, 2023----