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AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

Home Page: https://datascienceonaws.com

License: Apache License 2.0

Shell 0.21% JavaScript 0.05% Python 9.15% Java 0.77% Scala 1.26% R 0.12% Go 0.01% CSS 0.01% Makefile 0.02% HTML 1.52% Batchfile 0.06% Jupyter Notebook 86.81% Dockerfile 0.02% Starlark 0.01%

data-science-on-aws's Introduction

Passion is the genesis of genius.


  • ๐Ÿ‘‹ Hi there, Iโ€™m Luka. A Data Lover.
  • ๐Ÿ‘จโ€๐Ÿ’ป Major: Data Analysis; Data Scientist; Machine Learning Engineer.
  • ๐Ÿ›  Interest: Data analysis; Deep Learning; MLops.
  • ๐Ÿ™‹ Experience: Real-World Scenario NLP Tasks: Chatbot (Finetune on Financial Data), Information Extraction/Classification (Legal Data), MLOps (signature verification), Recommendation System.
  • โ˜๏ธ AWS: Sagemaker, EC2, EMR, EKS, Bedrock, Lambda, API Gateway.
Creat Me
R6Class(
  classname = "Luka",
  public = list(
    #' @field
    Me = "list",
    
    #' @description
    initialize = function(){
      print("Passion is the genesis of genius.")
      self$Me$UserName <- "Luka Jiang"
      self$Me$Code <- c("R", "Python")
      self$Me$Country <- "Taiwan"
      self$Me$Major <- "Statistics"
      self$Me$Ambitions <- "Data Scientist"
    },
    getSkill = function(){
      return(c("Data Visualization",
               "Statistical Analysis",
               "Machine learning"))
    },
    getSocial = function(){
      return(c("Twitch",
               "Line",
               "Facebook"))
    }
  )
)

Programming Languages and Tools

Python AWS GCP R JavaScript SQLite JAVA Markdown MATLAB SAS C C++ Django


Things that I'm currently working on

  • NLP: Information Extraction, Generation, Classification, RAG
  • Cloud: AWS, GCP
  • Research: Recommendation System, MLOps
  • ๏ผฒ Package: ggESDA, interval-valued analysis, EDA, Visualization

Projects & Experiences

data-science-on-aws's People

Contributors

albertvillanova avatar animetauren avatar antje avatar antjebar avatar cfregly avatar ehsanmok avatar jaime-gacitua avatar jtrollin avatar marcusfra avatar nrauschmayr avatar setheliot avatar sharms avatar stephensmithwick avatar trellixvulnteam avatar

Stargazers

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