Adam NovotnyMachine Learning Docker TemplateThis post was originally published on my website adamnovotny.com1 min read·Dec 19, 2021----
Adam NovotnyinAnalytics VidhyaKeras LSTM Forecasting Using Synthetic DataThis post was originally published on my website adamnovotny.com2 min read·Nov 14, 2021----
Adam NovotnyinAnalytics VidhyaGlobal Temperature Forecast Using Prophet and CO2In this article I will leverage the global temperate dataset I discussed previously to make a temperature forecast using Facebook Prophet…4 min read·May 24, 2021----
Adam NovotnyDynamic HTML with Python, AWS Lambda, and ContainersThis article is an extension of my previous article describing a similar deployment process using native AWS Lambda tools. However, Amazon…3 min read·Mar 27, 2021----
Adam NovotnyGoogle Colab and Auto-sklearn with ProfilingThis article is a follow up to my previous tutorial on how to setup Google Colab and auto-sklean. Here, I will go into more detail that…2 min read·Mar 20, 2021----
Adam NovotnyMachine Learning NotesThis collection of ML notes is continuously updated:4 min read·Dec 23, 2020----
Adam NovotnyGoogle Colab and AutoML: Auto-sklearn SetupAuto ML is fast becoming a popular solution to build minimal viable models for new projects. A popular library for Python is Auto-sklearn…3 min read·Dec 4, 2020--1--1
Adam NovotnyGoogle Paper: 24/7 by 2030Google released a white paper describing how the company intends to generate all of its electricity needs from renewable energy sources by…2 min read·Oct 31, 2020----
Adam NovotnyServing Dynamic Web Pages using Python and AWS LambdaWhile AWS Lambda functions are typically used to build API endpoints, at their core Lambda functions can return almost anything. This…3 min read·Jul 25, 2020--1--1
Adam NovotnyCustom scikit-learn PipelineI have gone through many iterations of what my preferred scikit-learn custom pipeline looks like. As of 6/2020, here is my latest…1 min read·Jun 25, 2020----