Data Science Workshop

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Course Syllabus

Topic Duration Materials
Data science as a career 60 mins Slides
Break 10 mins  
Data science project cycle 50 mins Slides
Break 10 mins  
Big data platform 20 mins Slides
     
Database and SQL 60 mins Slides
Break 10 mins  
Big data and database hands on 50 mins Databricks Community Edition, Load data, Database and SQL
Break 30 mins  
Deep learning in a nutshell 60 mins Slides
Break 10 mins  
Deep learning hands-on 30 mins MINST with one hidden layer, FFNN, CNN, RNN
  • Data Science Workshop
  • longqiman@gmail.com; mli@alumni.iastate.edu

  • happyrabbit/course2022
  • gossip_rabbit
  • scientistcafe.com/