Jonathan BogerdinTowards Data ScienceEnd-to-End Machine Learning in AzureHow to train and deploy a machine learning model in Azure10 min read·Feb 20, 2024--1--1
Jonathan BogerdinTowards Data ScienceDeep Reinforcement Learning improved sorting algorithmsHow Google DeepMind created a more efficient sorting algorithm8 min read·Jun 13, 2023--1--1
Jonathan BogerdinTowards Data ScienceAn Introduction to Azure Machine Learning StudioModel creation, deployment, and scoring8 min read·Jan 16, 2023----
Jonathan BogerdLinear Regression: Multiple VariablesIn this article we derive the formulas for Linear Regression using the matrix representation. We confirm the results using a Python script.5 min read·Jan 12, 2023----
Jonathan BogerdLinear Regression: 7 AssumptionsIn this article we will go over the 7 assumptions of Ordinary Least Squares. This three part series will teach all the basics you need.4 min read·Sep 18, 2022----
Jonathan BogerdSigns of overfitting and how to avoid itA main issue while developing a machine learning model is the problem of overfitting. Overfitting occurs when the model you have developed…6 min read·Jun 8, 2022----
Jonathan BogerdPros and Cons of Azure Synapse for a data scientistIn this article we will explain the main features, advantages and disadvantages of Azure Synapse Analytics.4 min read·Feb 25, 2022----
Jonathan BogerdModel deployment and scoring in Azure Synapse AnalyticsIn this article, we will discuss model deployment and scoring with models with Azure Synapse and Azure Machine Learning.6 min read·Feb 24, 2022----
Jonathan BogerdTraining a Machine Learning model with Azure Synapse AnalyticsIn this article, we will continue with the dataset that we created to train a machine learning model on the covid data.8 min read·Feb 23, 2022----
