List: Machine Learning | Curated by Kevin Akbari

Oct 17, 2024
11 stories
Machine Learning
Kevin Akbari
Connecting Visual Studio Code to Azure Databricks Clusters: A Step-by-Step GuideIntroduction
Oct 17, 2024
Oct 17, 2024
Kevin Akbari
A Guide to Deploying Machine Learning Models with DockerIntroduction
Apr 16, 2024
Apr 16, 2024
Kevin Akbari
Building and Deploying a Machine Learning Model with Flask: A Step-by-Step GuideIntroduction:
Apr 16, 2024
Apr 16, 2024
Kevin Akbari
Understanding A/B Testing: A Comprehensive Guide with Real-Life Examples and Detailed CalculationsIntroduction
Jul 19, 2024
Jul 19, 2024
Kevin Akbari
Amazon SageMaker: A Journey Through the Machine Learning LifecycleWelcome, data adventurers, to the vast and powerful world of Amazon SageMaker! If you’ve ever felt overwhelmed by the complexities of…
Aug 16, 2024
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Aug 16, 2024
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Kevin Akbari
Tracking and Comparing Experiments with MLflow on Azure Databricks: A Comprehensive GuideIntroduction:
Aug 24, 2024
Aug 24, 2024
Kevin Akbari
Developing a Data Science Project on Azure DevOps: Best Practices and StructureDeveloping a data science model is like building a house — you need a solid foundation, a well-thought-out structure, and regular…
Aug 28, 2024
Aug 28, 2024
Kevin Akbari
Deploying an End-to-End Machine Learning Project on Azure Databricks: The (Mostly) Fun Way!If you’ve ever wondered what it’s like to deploy a machine learning project in the cloud, buckle up! We’re about to journey through the…
Sep 14, 2024
Sep 14, 2024
Kevin Akbari
Creating & Deploying a REST API for Machine Learning on Azure Cloud: A Guide for the Brave (and…So, you’ve trained your fancy machine learning model. It’s awesome, and now it’s ready to be served to the world via an API. But wait… How…
Sep 14, 2024
Sep 14, 2024
Kevin Akbari
Containerizing an ML Model and Hosting It Using Azure Databricks EndpointsIn today’s blog, we’ll explore how to containerize a machine learning model stored as a .pkl (Pickle) file using Azure Databricks and host…
Sep 28, 2024
Sep 28, 2024
Kevin Akbari
Deploying an ML Model to Azure: A Beginner’s Guide to Cloud Model DeploymentDeploying machine learning models to the cloud is often a headache for many beginners. While cloud platforms like Azure offer powerful…
Sep 30, 2024
Sep 30, 2024