Faizan AhemadGrasping Machine Learning with Mathematical Theory — ResourcesOr a Bag of resources for ML and maths in ML9 min read·May 4, 2020--2--2
Faizan AhemadinTowards Data ScienceSpeeding up Neural Net Training with LR-FinderFinding good initial learning rate for your network5 min read·Jul 19, 2019--2--2
Faizan AhemadinTowards Data ScienceSelecting the Right Metric for Skewed Classification ProblemsSkew Accuracy!! Lets try few other classification metrics!!9 min read·Mar 26, 2019--7--7
Faizan AhemadinTowards Data ScienceGenerating Synthetic Classification Data using ScikitCreating Artificial Data for fast testing of Classifier Performance9 min read·Mar 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…4 min read·Oct 8, 2018--6--6
Faizan AhemadinTowards Data ScienceStock Market Analysis in PythonPART 1: Getting Data by Web Scraping9 min read·Aug 13, 2018--3--3
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…10 min read·May 27, 2018--1--1
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?6 min read·Jan 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…6 min read·Nov 6, 2017--10--10
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…3 min read·Feb 4, 2017--4--4