Cloud Computing and Big Data Analytics

Date & Time: Wed., July 6, 2022; 1–3 p.m. CT

TAMIDS Biomedical Data Sciences Online Training Program Header for web

Learning Objectives

  • Understand the basics of Cloud Computing and its benefits.
  • Become familiar with Spark APIs and its basic abstractions like Resilient Distributed Dataset (RDD) and DataFrame.
  • Use PySpark for Exploratory Data Analysis.
  • Learn to use PySpark SQL queries to extract useful information from large scale data sets.
  • Build machine learning models with PySpark.
  • Create machine learning pipelines with PySpark.

Recorded Session

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Instructor

Jian Tao

Jian Tao

Texas A&M’s School of Performance, Visualization & Fine Arts
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