Susan Li·Follow1 min read·Feb 15, 2019--1ListenShareDid you plot a learning curve? It can at least help find out the possible improvement in performance on the vertical axis when there are changes in another parameter (on the horizontal axis), such as training set size or iteration/time etc.
Susan LiinTowards Data ScienceBuilding A Logistic Regression in Python, Step by StepLogistic Regression is a Machine Learning classification algorithm that is used to predict the probability of a categorical dependent…9 min read·Sep 29, 2017--136
Susan LiinTowards Data ScienceAn End-to-End Project on Time Series Analysis and Forecasting with PythonTime series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics…9 min read·Jul 9, 2018--92
Susan LiinTowards Data ScienceNamed Entity Recognition with NLTK and SpaCyNER is used in many fields in Natural Language Processing (NLP)6 min read·Aug 17, 2018--34
Susan LiinTowards Data ScienceMulti-Class Text Classification Model Comparison and SelectionNatural Language Processing, word2vec, Support Vector Machine, bag-of-words, deep learning7 min read·Sep 25, 2018--36
Nick Wignall7 Emotional Mistakes Even Very Smart People Make#2: Trying to control your emotions·8 min read·4 days ago--22
The PyCoachinArtificial CornerYou’re Using ChatGPT Wrong! Here’s How to Be Ahead of 99% of ChatGPT UsersMaster ChatGPT by learning prompt engineering.·7 min read·Mar 17--381
Aleid ter WeelinBetter Advice10 Things To Do In The Evening Instead Of Watching NetflixDevice-free habits to increase your productivity and happiness.·5 min read·Feb 15, 2022--307
Alex Mathers14 things I wish I knew at 25 (now that I’m 38)I’m writing soon after my 38th birthday. It’s a time to reflect.·4 min read·Dec 27, 2022--257
Unbecoming10 Seconds That Ended My 20 Year MarriageIt’s August in Northern Virginia, hot and humid. I still haven’t showered from my morning trail run. I’m wearing my stay-at-home mom…·4 min read·Feb 16, 2022--781
Matt ChapmaninTowards Data ScienceThe Portfolio that Got Me a Data Scientist JobSpoiler alert: It was surprisingly easy (and free) to make·10 min read·Mar 24--44
