How to Tackle Class Imbalance Without Resampling
Imbalanced classification beyond resampling, threshold tuning, or cost-sensitive models- 25366Murphy2025-03-23
Storing images in TensorFlow record files
Did you know that TensorFlow has a custom format to store data? It's called TensorFlowRecords - or TFRecords for short -, and builds upon...- 27862Murphy2025-03-23
From Decision Trees to Transformers: Comparing Sentiment Analysis Models for Macedonian Restaurant&#
ML Techniques for Analysing Macedonian Restaurant Reviews- 29648Murphy2025-03-23
Using Apache Kafka for Data Streaming
Learn how to install and use Kafka to send and receive messages- 21112Murphy2025-03-23
Combating Overfitting with Dropout Regularization
Discover the Process of Implementing Dropout in Your Own Machine Learning Models- 24808Murphy2025-03-23
Breaking Linearity With ReLU
Explaining how and why the ReLU activation function is non-linear- 21124Murphy2025-03-23
Back to Basics, Part Tres: Logistic Regression
An illustrated guide to everything you need to know about Logistic Regression- 22334Murphy2025-03-23
March Edition: Data and Causality
How data scientists approach causal inference- 25088Murphy2025-03-23
Migrating data? Make the most of the Product itself!
Use the product features to make the data migration process easier- 22179Murphy2025-03-23
Python Assertions, or Checking If a Cat Is a Dog
Learn the rules of using assertions in Python - and those of not using them.- 28802Murphy2025-03-23
MLOps with Optuna
Don't waste your time, use Optuna- 23084Murphy2025-03-23
Coupon Collector's Problem: A Probability Masterpiece
Unpacking the intricacies of a classic probability puzzle- 28665Murphy2025-03-23
Building Interactive Network Graphs using pyvis
Learn how to make your network graphs come to life- 27711Murphy2025-03-23
Introducing Quix Streams: an open-source Python library for Kafka
Easily produce and consume time-series data streams with a Pandas-like interface.- 29161Murphy2025-03-23
VIM Tutorial – Edit Text Like a Pro
An easy-to-follow tutorial for Vim text editor- 28324Murphy2025-03-23
Geometric Deep Learning on Groups
Continuous vs discrete approaches on the sphere- 26043Murphy2025-03-23
Creating a Data Pipeline with Spark, Google Cloud Storage and Big Query
On-premise and cloud working together to deliver a data product- 27974Murphy2025-03-23
RANK() vs DENSE_RANK() vs ROW_NUMBER() in SQL
Understanding the difference between these window functions in SQL- 22226Murphy2025-03-23
Copulas: An Essential Guide & Applications in Time Series Forecasting
What are copula functions and why do we need them- 24865Murphy2025-03-23
Linear Algebra: Euclidean Vector Space
Part 5: A Gentle Introduction to Euclidean Vector Space- 29612Murphy2025-03-23
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.