Jonathan BogerdinTowards Data ScienceEnd-to-End Machine Learning in AzureHow to train and deploy a machine learning model in AzureFeb 201Feb 201
Jonathan BogerdinTowards Data ScienceDeep Reinforcement Learning improved sorting algorithmsHow Google DeepMind created a more efficient sorting algorithmJun 13, 20231Jun 13, 20231
Jonathan BogerdinTowards Data ScienceAn Introduction to Azure Machine Learning StudioModel creation, deployment, and scoringJan 16, 2023Jan 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.Jan 12, 2023Jan 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.Sep 18, 2022Sep 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…Jun 8, 2022Jun 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.Feb 25, 2022Feb 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.Feb 24, 2022Feb 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.Feb 23, 2022Feb 23, 2022