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In this course, you will learn:
- Comprehension and application of advanced basic computational thinking ideas to large-scale data sets.
- For data preparation and visualization, use industry-standard tools like R and Java.
- Apply data preparation strategies to huge data sets.
- Learn how to use mathematical and statistical tools to extract information from massive data sets and reveal links between them.
Syllabus:
- Data in R
- Visualizing relationships
- Manipulating and joining data
- Transforming data and dimension reduction
- Summarising data
- Introduction to Java
- Graphs
- Probability
- Hashing
- Bringing it all together
