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…
Essays & Field Notes
The Journal
Essays on agentic AI and distributed systems, and the architecture that keeps them working under pressure.
total
101
span
10 yrs
topics
7
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…
Data Wrangling Made Easy: Leveraging Apache Spark to Transform Raw Data into Valuable Insights
Hey, so I'm a big fan of Apache Spark and I've been using it for all of my independent projects. I recently had this…
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…
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…
Empowering R Programmers: Exploring the Capabilities of SparkR with RStudio
Let's talk about SparkR! It's an R package that provides a lightweight frontend to use Apache Spark from R. I used RStudio and Spark…
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…
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…
Streamlining Your Scala Development: A Guide to Creating SBT Projects in Eclipse
Hey there, I'm currently knee-deep in a Scala course on Coursera called "Functional Programming in Scala" taught by none other than Martin Ordersky -…
MIT’s Kaggle Competition Sees Fierce Competition Among Enrolled Students, with Overfitting a Concern for Some Top Contenders
It's an absolute thrill to be in the top 1% of the Kaggle competition hosted by MIT! This contest is no joke, with some…