Machine Learning 🧪

ML 1: String Cleaning

machine learning

With Python’s split() and strip()

Jan 14, 2025
Tony Phung

Collaborative Filtering - Latent Factor Matrix (Part 1)

machinelearning

Creating Latent Factors Matrix using set of Users, Items and Ratings

May 7, 2024
Tony Phung

Random Forests - Feature Importance Plot (Part 4)

machinelearning

Building a Feature Importance Plot in a few lines of code

Apr 27, 2024
Tony Phung

Random Forests - Random Forest Classifier (Part 3)

machinelearning

Building a Random Forest Classifier with the Sklearn framework

Apr 26, 2024
Tony Phung

Random Forests - Decision Tree Classifier (Part 2)

machinelearning

Building a Decision Tree Classifier from scratch and then a framework called Sklearn

Apr 25, 2024
Tony Phung

Random Forests - OneR Classifier (Part 1)

machinelearning

Building a OneR classifier model from scratch

Apr 24, 2024
Tony Phung

Tabular Deep-Learning Model

deeplearning
machinelearning
ai

Building a Deep-Learning Neural Network Model from scratch based on tabular data

Apr 21, 2024
Tony Phung

Rectified Linear Unit (ReLU)

machinelearning
ai
mathematics

ReLU from scratch with Gradient Descent

Mar 13, 2024
Tony Phung

Let’s Make Some Noise

machinelearning
ai
mathematics

A function to add gaussian noise

Mar 2, 2024
Tony Phung

Neural Networks in a Spreadsheet (Attempt 1)

machinelearning
ai
mathematics
spreadsheet

A failed attempt to apply neural network concepts in a spreadsheet

Feb 4, 2024
Tony Phung

Neural Network Basics (Part 3)

machinelearning
ai
mathematics

Creating the ReLU Function

Feb 3, 2024
Tony Phung

Neural Network Basics (Part 2)

machinelearning
ai
mathematics

Optimising with Gradient Descent

Feb 2, 2024
Tony Phung

Neural Network Basics (Part 1)

machinelearning
ai
mathematics

Manually fitting a Line (Quadratic Function) to a dataset

Jan 31, 2024
Tony Phung

How To Setup a Kaggle API

kaggle
datascience
coding

Continuing my Data Science journey with Kaggle

Jan 27, 2024
Tony Phung

How to Build and Deploy a Deep-Learning Multi-Classifier Web App (Part 3)

machinelearning
ai

Host a neural network app live on HuggingFace

Jan 25, 2024
Tony Phung

How to Build and Deploy a Deep-Learning Multi-Classifier Web App (Part 2)

machinelearning
ai

Create a local neural network Gradio App

Jan 25, 2024
Tony Phung

How to Build and Deploy a Deep-Learning Multi-Classifier Web App (Part 1)

machinelearning
ai

Create a simple neural network model

Jan 24, 2024
Tony Phung

How to choose a different Deep-Learning Model Architecture

machinelearning
ai
Today I’ll go through how to find and test different deep-learning architectures from Pytorch Image Models (timm) library made available here by Ross Wightman and use them…
Jan 23, 2024
Tony Phung

Saving a Fast AI Model

machinelearning
ai
This is a short tutorial to save (export) down a fast ai model (pkl file).
Jan 19, 2024
Tony Phung

Deploying My First Live App & it’s a Neural Network!

machinelearning
ai
Embedding a classic Convolutional Neural Network (CNN) Gradio ‘Cat versus Dog’ classifier Gradio App, hosted on HuggingFace Spaces, into my Quarto Blog. What a mouthful!
Jan 19, 2024
Tony Phung

Image Classifier 1: Noodles vs Rice

machinelearning
ai
Today I’ll be attempting to build my first deep learning image classifier to distinguish between rice and noodles using knowledge gained from Jeremy Howards Fast AI course
Jan 18, 2024
Tony Phung

Post With Sample Jupyter Notebook

testing
Learning how quarto works with jupyter notebooks. This is a sample editted notebook from fastai.
Jan 16, 2024
Tony Phung

Post Without Code

testing
Learning how to quarto blog.
Jan 16, 2024
Tony Phung

Welcome To My Blog

testing
This is the first post in a Quarto blog. Welcome!
Jan 16, 2024
Tony Phung

Post With Git Clone

test
  • Learning how git work and
  • this is a post initiated by cloning existing repo.
    • Jan 16, 2024
    Tony Phung
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