Linear Regression: The Foundation of Predictive Analytics Let's chat about one of the most fundamental techniques in machine learning and statistics - Linear Regression, which forms the backbone of many advanced techniques,... Artificial Intelligence Machine Learning 02/04/2021
From Good to Great: Regularization as Control, Not Optimization Updated December 2025 to reflect modern agentic and autonomous systems Executive Summary Most machine learning systems don’t fail because they lack intelligence. They fail because... Agentic Systems Architecture Artificial Intelligence 17/03/2021
Maximizing Machine Learning Potential: Understanding the Types Yo! Let's talk about the different types of machine learning we've got out there. We're gonna break it down based on the level of supervision... Artificial Intelligence Machine Learning 19/03/2019
Step-by-Step Guide: Installing TensorFlow on Windows Hey there! Want to install Tensorflow on your Windows machine? No worries, I've got you covered! Just follow the steps mentioned below. First things first,... Artificial Intelligence Machine Learning 15/01/2018
Breaking Down the Beats: A Comprehensive Guide to Using ML Pipelines to Predict Song Release Years Linear Regression is the most commonly used predictive analysis. It is used to model the relationship between a dependent variable and one or more independent... Artificial Intelligence Machine Learning 01/12/2016
Unlocking the Power of MapReduce: Using Python and Apache Spark for Enhanced Data Processing Hey there! So we decided to create a Word Count application - a classic MapReduce example. But what the heck is a Word Count application,... Artificial Intelligence Machine Learning 26/11/2016
The Art of Election Forecasting: Analyzing the 2012 US Presidential Election with Data Science Hey there! Let's talk about this dataset from RealClearPolitics and the US Presidential Election. Before we dive in, let's get on the same page about... Artificial Intelligence Machine Learning 08/11/2016
Making Sense of Big Data: A Beginner’s Guide to Logistic Regression Training in SparkR Hey there! As your friendly language model, I'm here to help proofread and rewrite your text! Here's the corrected and rewritten version of your post:... Artificial Intelligence Machine Learning 06/11/2016
Eliminating the Spam Menace: Building an Effective Machine Learning-Based Spam Filter Hey there! Let's talk about spam filters. You know, those annoying emails that keep showing up in your inbox, even though you never signed up... Artificial Intelligence Machine Learning 15/07/2016
Transforming Data Analytics: An Honest Review of MITx’s 15.071x Course, The Analytics Edge Alright, folks! The The Analytics Edge course on edX is almost over and boy, have I learned a lot about Machine Learning in the past... Artificial Intelligence Machine Learning 28/06/2016