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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 20746yesThe University of Adelaide, Adelaide

The Syllabus

  • The pre-course survey
  • Course outline
  • CompX requirements

  • Introduction to RStudio
  • Dataframes
  • Subjects and variables
  • Categorical data
  • Quantitative data
  • Case Study: Jane Austen novels

  • Scatter plots
  • Visulising relationships using GGplot
  • Describing relationships between different types of variables
  • Interpreting plots
  • Case Study: Visually exploring relationships between Project Gutenburg Books

  • Filter
  • Select
  • Mutate
  • Group by
  • Summarise
  • Join
  • Case Study: Gapminder  dataset

  • Why Transform Data?
  • Principal Component Analysis (PCA)
  • Summarising the Advancement of Physics using TF-IDF

  • Population, parameters, samples, and statistics
  • Point estimates
  • Interval estimates
  • Counting k-mers genomes
  • Section 5 Assignment: k-mers in a genome

  • The coding environment
  • Object-oriented programming
  • Activity 10: Coding a zoo
  • Case Study: Class.java.lang.Math

  • Social networks as graphs,
  • Graph basics,
  • Graph algorithms,
  • Graphs in Java

  • Probability space, 
  • Random variables and expectations,
  • Natural logarithm, 
  • Tail inequalities

  • Hashing basics,
  • Advanced hashing,
  • Hashing in practice

  • Major assignment 1,
  • Major assignment 2,
  • Course summary

Instructors

Articles

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