Faizan AhemadGrasping Machine Learning with Mathematical Theory — ResourcesOr a Bag of resources for ML and maths in MLMay 4, 20202May 4, 20202
Faizan AhemadinTowards Data ScienceSpeeding up Neural Net Training with LR-FinderFinding good initial learning rate for your networkJul 19, 20192Jul 19, 20192
Faizan AhemadinTowards Data ScienceSelecting the Right Metric for Skewed Classification ProblemsSkew Accuracy!! Lets try few other classification metrics!!Mar 26, 20197Mar 26, 20197
Faizan AhemadinTowards Data ScienceGenerating Synthetic Classification Data using ScikitCreating Artificial Data for fast testing of Classifier PerformanceMar 13, 2019Mar 13, 2019
Faizan AhemadinTowards Data ScienceVersion Control with Jupyter NotebooksVersion Control is a vital part data science workflows. Between multiple experiments it is essential to know what changed and which…Oct 8, 20186Oct 8, 20186
Faizan AhemadinTowards Data ScienceStock Market Analysis in PythonPART 1: Getting Data by Web ScrapingAug 13, 20183Aug 13, 20183
Faizan AhemadParticipating in Kaggle Data Science Competitions: Part 1 - Step by Step guide and Baseline ModelKaggle competitions provide a great way to hone your data science skills as well as figure out how you compare to the top class…May 27, 20181May 27, 20181
Faizan AhemadWhy Deep Learning is not the Holy grail of Data Science?Are statistics and other machine learning techniques useless? Is Linear Regression dead? Is Data Engineering an obsolete craft?Jan 9, 2018Jan 9, 2018
Faizan AhemadDebugging Bash Shell ScriptsMost of you have debugged java/js and other programming languages. But have you ever tried debugging a bash script. And no I am not talking…Nov 6, 201710Nov 6, 201710
Faizan AhemadApache Spark setup with Gradle, Scala and IntelliJIn my previous post I had outlined the setup process of spark with Jupyter notebook. Since writing the last post I have used Jupyter…Feb 4, 20174Feb 4, 20174
