PinnedJosh JohnsoninTowards Data SciencePandas Groupby LoveWrap your brain around one of Pandas’ most powerful tools for statistical analysis.Mar 4, 20211Mar 4, 20211
PinnedJosh JohnsoninTowards Data ScienceModel Deployment: a Successful FailureHow I did not deploy my first time series forecasting model using Dash, Plotly, and Heroku.Jan 9, 2021Jan 9, 2021
Josh JohnsonThe Psychic Mirrors We Carry: Technology, Self-Reflection, and Digital NarcissismIn Wim Wenders’ prescient 1991 film “Until the End of the World,” a group of characters become addicted to watching recordings of their own…Nov 5Nov 5
Josh JohnsonCreate a ChatGPT Powered Web App to Chat With Historical Philosophers, Part 2: Deploying to…RecapJun 25, 2023Jun 25, 2023
Josh JohnsonCreate a ChatGPT Powered Web App to Chat With Historical PhilosophersPart 1: OpenAI API and Prompt EngineeringJun 10, 2023Jun 10, 2023
Josh JohnsoninTowards Data ScienceFrom Trace Data to Time Series With Panda MagicThis article will guide you through quickly transforming millions of rows of trace data into a wide format time series tableMay 16, 2021May 16, 2021
Josh JohnsoninAge of AwarenessOnline Learning Open DatasetsThe opportunities for humans to contribute to the work of the world are changing rapidly. Businesses growing to take advantage of these…Feb 23, 2021Feb 23, 2021
Josh JohnsoninTowards Data ScienceKeras Callbacks and How to Save Your Model from OvertrainingCallbacks allow you to adjust settings or save your model during training.Feb 13, 20211Feb 13, 20211
Josh JohnsoninTowards Data SciencePretrained Word Embeddings using SpaCy and Keras TextVectorizationUsing SpaCy pre-trained embedding vectors for transfer learning in a Keras deep learning model. Also, bonus, how to use TextVectorization…Feb 6, 2021Feb 6, 2021
Josh JohnsoninTowards Data ScienceSimplified Forecasting with Facebook ProphetGetting started with forecasting quickly with the fbprophet libraryJan 27, 2021Jan 27, 2021
