Derek HaynesinTowards Data ScienceMachine learning deserves its own flavor of Continuous DeliveryWhile the data science world is magical, I’m homesick for the refined state of Continuous Delivery (CD) in classical software projectsApr 17, 2020Apr 17, 2020
Derek HaynesinTowards Data ScienceHow to setup a local AWS SageMaker environment for PyTorchLearn how to develop an ML app for a PyTorch Model faster by using AWS SageMaker local mode + Booklet.ai.Apr 2, 2020Apr 2, 2020
Derek HaynesinHackerNoon.comSERP Analysis with Google Search Console+PythonImprove your organic search traffic by identifying quick wins, underperforming keywords, new keywords, and abnormal behavior using Python.Jul 10, 20191Jul 10, 20191
Derek HaynesinHackerNoon.comStripe Cohort Analysis with Python and PandasLearn how to quickly create cohort retention and revenue heatmaps of your Stripe customers using popular Python data science libraries.Jun 7, 2019Jun 7, 2019
Derek HaynesExporting Intercom data for some quick data scienceAs the beating heart of many SaaS businesses, Intercom contains a treasure of user behavior. From user geographic locations to the number…Apr 12, 2019Apr 12, 2019
Derek HaynesinTowards Data ScienceIs your Django app slow? Ask a data scientist, not an engineerI’m an engineer by trade. I rely on intuition when investigating a slow Django app. I’ve solved a lot of performance issues over the years…Mar 12, 2019Mar 12, 2019
Derek HaynesGoogle Colab+Prophet+Scout = Easy Web Traffic ForecastsForecasting traffic to your web app is important for capacity planning, but generating a seasonally accurate model of your traffic is…Mar 7, 2019Mar 7, 2019
Derek HaynesinHackerNoon.comNo PhD? No problem! Machine Learning for the rest of usI’ve been writing code since I was an awkward middle schooler. I’ll never forget creating my seizure-inducing AOL homepage with a hideous…Mar 1, 2019Mar 1, 2019
Derek Haynes5 rules for non-sleazeball developer marketingI’ve spent most of the past decade building and marketing developer-focused products. I’m a developer myself. I’m the target audience. I…Jan 24, 2019Jan 24, 2019
Derek HaynesScikit-Learn Classification Models CheatsheetSGDClassifier (Stochastic Gradient Decent)Nov 26, 2018Nov 26, 2018