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🎯
Focusing
🎯
Focusing
94 followers · 19 following

Achievements

Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: YOLOAchievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Sharkx3

Achievements

Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: YOLOAchievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Sharkx3

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gregwchase/README.md

Technology Stack

This my current technology stack, which is what I use in my professional and personal development.

PackageUse CasesNotes
AWSCloud computing services
  • EC2
  • S3
  • ECS
DaskDistributed computing
  • Lighter than Spark
  • Follows Pandas API
  • GPU compatible
FastAPIREST API's
  • Asynchronous
  • Faster than Flask
  • Easier to test
PoetryProject package management and publishing
  • Resolves package dependencies
RAPIDSGPU data science libraries
  • cuDF
  • cuML
  • Dask cuDF

Contact Information

WebsiteUsername
LinkedIngregwchase
Mediumgregorywchase
Twitter@gregwchase

Pinned Loading

  1. eyeneteyenetPublic

    Identifying diabetic retinopathy using convolutional neural networks

    Python 201 80

  2. nih-chest-xraynih-chest-xrayPublic

    Identifying diseases in chest X-rays using convolutional neural networks

    Jupyter Notebook 102 56

  3. amazon-mxnet-content-recsysamazon-mxnet-content-recsysPublic

    Content Based Recommendation System; partnership with Amazon MXNet team.

    Jupyter Notebook 3

  4. end-to-end-gpu-computingend-to-end-gpu-computingPublic

    Notebooks and scripts detailing various GPU computing libraries.

    Jupyter Notebook 2 3

  5. linear-regression-lessonlinear-regression-lessonPublic

    A lesson plan for teaching linear regression at DSST schools in Denver, Colorado.

    Jupyter Notebook

  6. presentationspresentationsPublic

    Collection of presentation slides from speaking engagements.

    2 1