Archive
Archive
Earlier work — foundational machine-learning and data-science projects, and coursework. Kept for the record.
These are hands-on projects from an earlier phase — learning the craft of machine learning and data science in the open. They don't represent my current work (see AI & Engineering and Research), but they're part of how I got here.
Projects & posts
- Detecting Spam with Machine Learning Classifiers Sep 2022
- Predicting Pollutant Concentration via Machine Learning Regressor Models Sep 2022
- Predicting Air Quality Using Machine Learning Regressors Aug 2022
- Dogs vs Cats Image Classification with Keras Aug 2022
- Sentiment Analysis on the Literary Works of Oscar Wilde Aug 2022
- Sentiment Analysis on the Literary Works of Oscar Wilde Aug 2022
- MNIST Image Classification with Convolutional Neural Network Aug 2022
- Sentiment Analysis with Natural Language Processing Aug 2022
- Implementing Machine Learning Classifiers for Heart Disease Prediction Aug 2022
- Making Music from Images With Python Aug 2022
- Implementing Machine Learning Models for Heart Disease Prediction Aug 2022
- Extracting data from a variety of Databases/APIs Aug 2022
- Real Time Facial Recognition in Python Aug 2022
- Making Music From Images Aug 2022
- Building Music Recommender System Using Machine Learning Classifier Models Aug 2022
- Determining Soccer Player Jersey Color Using K-Means Clustering Aug 2022
- Importing Jupyter Lab Notebooks into Jekyll Site Aug 2022
- Iris Classification Tour De Force Aug 2022
- Training Machine Learning Models to Predict Solubility of Molecules Aug 2022
- Jekyll, Say Hi to Jupyter Notebook Again! Aug 2022
- Hello Jekyll! Aug 2022
Earlier training
Introductory data-science and programming coursework, plus a deep-learning specialization. Listed for completeness.
- Deep Learning Specialization · Coursera · 2023
- Data Manipulation with pandas · DataCamp · 2022
- Introduction to Data Visualization with Seaborn · DataCamp · 2022
- Intermediate Data Visualization with Seaborn · DataCamp · 2022
- Introduction to NumPy · DataCamp · 2022
- Joining Data with pandas · DataCamp · 2022
- Introduction to Importing Data in Python · DataCamp · 2019
- Intermediate Importing Data in Python · DataCamp · 2019
- Introduction to SQL · DataCamp · 2019
- Introduction to TensorFlow in Python · DataCamp · 2019
- Python Fundamentals Track · DataCamp · 2019
- Statistical Thinking in Python (Part 1) · DataCamp · 2019
- Intermediate Python · DataCamp · 2019