PinnedNikola KuzmicinTowards Data ScienceHow to Properly Deploy ML Models as Flask APIs on Amazon ECSDeploy XGBoost models on Amazon ECS to recommend perfect puppies·8 min read·Mar 16, 2023--2--2
PinnedNikola KuzmicinTowards Data ScienceTrain XGBoost Models in Amazon SageMaker in 4 Simple StepsHow to train & deploy XGBoost models as endpoints using SageMaker·5 min read·May 15, 2022----
PinnedNikola KuzmicDeploy a Static Website on Custom Domain using AWS S3 & CloudFrontSimple guide on deploying static websites with S3, CloudFront & Route53·6 min read·Apr 13, 2024----
Nikola KuzmicMy Top 10 Fiction Books I keep coming back to over-and-overIn case your Fiction Well is running dry4 min read·Apr 24, 2024----
Nikola KuzmicSupercharge your 20s with these 10 BooksSharpen Your Focus and Enhance Productivity4 min read·Apr 23, 2024----
Nikola KuzmicFrom Passion to Profession: Succeeding in Tech without a CS degreeHow the CEO of Anthropic managed to switch from Physics into CS3 min read·Jan 15, 2024----
Nikola KuzmicHow to easily run Spark Jobs on Amazon EMR from your MacThe simplest way to run spark jobs on an EMR cluster·4 min read·Jul 14, 2023----
Nikola KuzmicHow to easily train an XGBoost Regression model in SageMakerTrain an XGBoost Regression model to predict Data Scientist salary·5 min read·May 9, 2023----
Nikola KuzmicHow to easily load CSV, Parquet and Excel files in SageMaker using PySparkLoad the 3 common file types in SageMaker for Data Science using PySpark·5 min read·May 9, 2023----
Nikola KuzmicHow to easily load CSV, Parquet and Excel files in SageMaker using PandasLoad the 3 most common files in SageMaker for Data Science using Pandas·4 min read·May 9, 2023----