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Khoi's Projects

adf-covid19 icon adf-covid19

Data pipeline that processes Covid19 data in Azure Data Factory. CI/CD with Azure Devops.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detseg icon detseg

DetSeg - An architecture that detect before segment to improve osteolytic lesion segmentation performance in whole-body low dose CT scans.

devops-master-class icon devops-master-class

Devops Tutorial for Beginners - Learn Docker, Kubernetes, Terraform, Ansible, Jenkins and Azure Devops

dl-specialization icon dl-specialization

Projects completed in the Deep Learning Specilization offered by DeepLearning.AI - Coursera.

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

formula1 icon formula1

Data pipeline that processes Formula1 data with Azure Databricks, DeltaLake, and Azure Data Factory

inceptionv3_humaninteraction icon inceptionv3_humaninteraction

Applying Transfer Learning on Inception V3 model (weights trained on Imagenet) for the Oxford TV Human Interactions dataset. The network gets as inputs images extracted every n frames from videos. The number n was varied as part of the experiment.

learningsparkv2 icon learningsparkv2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

prefect icon prefect

The easiest way to coordinate your dataflow

ps-sidecar icon ps-sidecar

Simple HTML config used for K8s sidecar demos in Pluralsight vols and multi-container Pods video course

scala-3-beginners icon scala-3-beginners

The official repository for the Scala 3 & Functional Programming Essentials course

tfl-cycling icon tfl-cycling

ETL pipeline that processes raw CSV data into Snowflake using Airflow + Databricks/Pyspark. Provision infrastructure with Terraform.

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