Archives

Thu 22 August 2024: Reinforcement Learning in Unity
Thu 25 July 2024: ML Agents for Unity on Apple Silicon (M1/M2/M3)
Tue 19 March 2024: Reinforcement Learning with PyTorch
Mon 26 February 2024: Classifying Images with PyTorch
Wed 07 February 2024: Recurrent Neural Networks with PyTorch
Thu 21 September 2023: Combining Machine Learning Models in Python
Tue 15 August 2023: Decision Tree Classifiers in Python
Sun 06 August 2023: Logistic Regression with PyTorch
Tue 11 July 2023: Optimization Gotchas in PostGIS for Geospatial Queries
Mon 29 May 2023: Australia Post Codes Connected
Wed 10 May 2023: Lessons Learnt After 100 Blog Posts
Fri 15 January 2021: Designing for Change not Requirements
Fri 08 January 2021: Typography With Matplotlib
Fri 01 January 2021: Define Functions Iteratively With Python
Fri 25 December 2020: Getting Started with P5.js
Fri 18 December 2020: Differential Privacy
Fri 11 December 2020: Releasing Cordova Apps on Google Play & App Store
Fri 04 December 2020: Deploy a Node Web App to AWS Elastic Beanstalk with Docker
Thu 26 November 2020: Deploying with Kubernetes
Fri 20 November 2020: Developing with Kubernetes
Fri 13 November 2020: Intro to Kubernetes
Fri 06 November 2020: Develop and Deploy Multi-Container Applications
Fri 30 October 2020: Develop and Deploy with Docker
Fri 23 October 2020: Intro to Docker
Fri 16 October 2020: Property Based Testing in Python
Fri 09 October 2020: Shallow vs Deep Copy in Python
Fri 02 October 2020: API Routes in Node.js
Fri 25 September 2020: Actions and Reducers in React-Redux
Fri 18 September 2020: Components in React.js
Fri 11 September 2020: Web Penetration Testing with Kali Linux
Fri 04 September 2020: Gaining Access with Kali Linux
Fri 28 August 2020: Network Hacking with Kali Linux
Fri 21 August 2020: Types of Averages (Means)
Fri 14 August 2020: Book Review: The Pragmatic Programmer
Fri 07 August 2020: Dataclasses vs Attrs vs Pydantic
Thu 30 July 2020: Generators in Python
Fri 24 July 2020: Street Suffix Analysis & Colouring with Python
Fri 17 July 2020: Sentiment Analysis & Text Cleaning in Python with Vader
Fri 10 July 2020: Profitable Python Podcast - Show Notes
Fri 03 July 2020: Interactive Random Walkers with Javascript
Fri 26 June 2020: How Pandas_Alive was Made
Fri 19 June 2020: How to Make GitHub Actions
Fri 12 June 2020: Geopandas and Pandas Alive
Fri 05 June 2020: Make a README & Documentation with Jupyter Notebooks
Fri 29 May 2020: Translating Text in Python
Thu 21 May 2020: Creating Animated Plots with Pandas_Alive
Thu 14 May 2020: COVID-19 Confirmed Cases NSW Australia - Animated Statistics over Time
Thu 07 May 2020: Book Review: Never Split the Difference
Thu 30 April 2020: Managing Virtual Environments on Windows
Thu 23 April 2020: Github Actions for CI/CD
Fri 17 April 2020: Find Nth Visible Cell with VBA - Excel
Thu 09 April 2020: Simulate Virus Outbreak with Javascript
Thu 02 April 2020: Pelican and Javascript - Bouncing Balls in Canvas
Wed 25 March 2020: Packaging Python Packages with Poetry
Thu 19 March 2020: Counting Words with Python
Wed 11 March 2020: Python Bytes Awesome Package List
Wed 04 March 2020: Book Review: Courage To Be Disliked
Wed 26 February 2020: 3D Gradient Descent in Python
Thu 20 February 2020: Getting Started in Python
Thu 13 February 2020: Book Review: The Power Of Habits
Mon 03 February 2020: Automatically Generate Documentation with Sphinx
Fri 24 January 2020: 3D Terrain in Python
Wed 15 January 2020: Intro To GeoPandas
Fri 20 December 2019: Migrating from Wordpress to Pelican
Fri 08 November 2019: Making Executables Installable with Inno Setup
Fri 01 November 2019: Making Executable GUIs with Python, Gooey & Pyinstaller
Sat 12 October 2019: Hands On Machine Learning Chapter 3
Fri 11 October 2019: Book Review: Principles by Ray Dalio
Fri 04 October 2019: Intro to Games in Python with Pyglet
Fri 20 September 2019: Introduction to Pytest & Pipenv
Fri 13 September 2019: Inheritance in Python
Fri 06 September 2019: Dunders in Python
Fri 30 August 2019: Python Project Workflow
Sun 25 August 2019: Linear Regression: Under the Hood with the Normal Equation
Fri 23 August 2019: Intro to Web Scraping
Fri 16 August 2019: Looking for Patterns in City Names & Interactive Plotting
Wed 07 August 2019: PyCon AU 2019 Sunday In Summary
Tue 06 August 2019: PyCon AU 2019 Saturday In Summary
Fri 12 July 2019: Hands On Machine Learning Chapter 2
Fri 28 June 2019: Python and OCR
Fri 21 June 2019: Python and Data Security (Hashing Algorithms)
Fri 14 June 2019: Hands On Machine Learning Chapter 1
Fri 07 June 2019: Parallel Processing in Python
Fri 31 May 2019: Distributing Python Code
Fri 24 May 2019: Python Decorators Explained
Fri 10 May 2019: Explained: Voltage Drop
Fri 03 May 2019: What is MongoDB?
Fri 26 April 2019: Efficient Frontier for Balancing Portfolios
Fri 19 April 2019: Portfolio Balancing with Historical Stock Data
Fri 12 April 2019: Python for the Finance Industry
Fri 05 April 2019: How to Program an ESP8266 with MicroPython
Fri 29 March 2019: What is MicroPython?
Fri 22 March 2019: Introduction to ESP32/ESP8266
Fri 15 March 2019: Episode 17 – Networking Routing & Addressing
Fri 08 March 2019: Episode 16 - Networking Basics
Fri 01 March 2019: Episode 15 - What is a C.T?
Fri 22 February 2019: Episode 14 - Types of Machine Learning
Fri 15 February 2019: Episode 13 - Lighting Design
Fri 08 February 2019: Episode 12 - What is Git?
Fri 01 February 2019: Episode 11 - Power Quality Explained
Fri 25 January 2019: Episode 10 - Python Package Cheat Sheet
Fri 18 January 2019: Episode 9 - Web Enabled Universal Remote - Part 1
Fri 11 January 2019: Episode 8 - Anaconda
Fri 04 January 2019: Episode 7 – Planning
Fri 28 December 2018: Episode 6 - Containerization
Fri 21 December 2018: Episode 5 - Android Multi-Touch
Fri 14 December 2018: Episode 4 - Visualization
Fri 07 December 2018: Episode 3 - Open Mind
Fri 30 November 2018: Episode 2 - Kew-It
Fri 23 November 2018: Episode 1 - Optimization