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Research Computing & Data Science
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Research Computing & Data Science Skills Courses
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Statistical Concepts
Basic Statistics
Introduction to Sampling & Hypothesis Testing
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Statistics Using SPSS
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R Programming
Data Processing with R
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Introduction to Machine Learning
Machine Learning with Python
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Introductory Programming
Introduction to C++
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Introduction to Python (online self-study)
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Numerical Computing in Python with NumPy & SciPy
Object-Oriented Python
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Profiling & Optimisation in Python
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Essential Software Engineering for Researchers
Using Git to Code, Collaborate & Share
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The Linux Command Line & Large-scale Computing
The Linux Command Line for Scientific Computing
Introduction to HPC at Imperial
Reproducible & Scalable Research Computing with Containers
LaTeX
Introduction to LaTeX
Writing Theses in LaTeX
Introduction to Python
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