Munish Prasad Lohani·Jun 16, 2024100 Days of ML Day 3–4: Batch V/S Online Learning & Instance Based V/S Model-Based LearningMore Machine Learning Techniques: From Batch Vs Online Learning to Instance Based Vs Model Based
Munish Prasad Lohani·Jun 13, 2024100 Days of Machine Learning- Day 1–2, The Machine Learning LandscapeA journey to 100 days of learning ML: Day 1–2
InThe Data NerdbyEmily Strong·Jul 2, 2022Homoscedasticity vs HeteroscedastcityHomoscedasticity is constant (or homogeneous) variance in a set of random variables. You may be wondering how it’s possible for variance to…
InThe Data NerdbyEmily Strong·Jun 30, 2022Understanding the Bias-Variance TradeoffThe Bias-Variance Tradeoff is a concept that is easy to skip over when first starting out in machine learning, and yet it’s one of the most…
InThe Data NerdbyEmily Strong·Jun 28, 2022Better Python Programming for Data Scientists, Part 2: More Python FundamentalsIn Part 1 of this series, we started our dive into Python fundamentals by looking at the different Python implementations available and the…
InThe Data NerdbyEmily Strong·Jun 22, 2022An Introduction to Uplift ModelingMarketing campaigns can be expensive. You want to contact only the people who you think will be persuaded to do whatever it is your…
InThe Data NerdbyEmily Strong·Jun 21, 2022Understanding Model UncertaintyEvery model has uncertainty. The model learns from imperfect or incomplete information, which impacts decisions about the “best” algorithm…A response icon1A response icon1
InThe Data NerdbyEmily Strong·Jul 16, 2022Better Python Programming for Data Scientists, Part 1: Python FundamentalsPython currently dominates as the most popular programming language for data scientists. Its ease of use and popular machine learning…
InThe Data NerdbyEmily Strong·Feb 10, 2022ML Core Concepts: Binary Logistic RegressionThe first few entries in this series have focused on regression problems—that is, predicting a value or quantity. Our next algorithm…
InThe Data NerdbyEmily Strong·Feb 8, 2022Day 3: Lasso RegressionWe’ve already seen Linear and Ridge Regression, so it’s time to look at another common linear model — Lasso Regression. It uses the LASSO…
