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Computational thinking

Tác giả: Peter J. Denning, Matti Tedre

Presenting to What is computational thinking?. Computational methods. Computing machines. Computer science. Software engineering. Designing for humans. Computational science. Teaching computational thinking for all. Future computation. Epilogue: Lessons learned.

Causal inference

Tác giả: Paul R. Rosenbaum

It provides a brief and nontechnical introduction to randomized experiments, propensity scores, natural experiments, instrumental variables, sensitivity analysis, and quasi-experimental devices. Ideas are illustrated with examples from medicine, epidemiology, economics and business, the social ...

The book

Tác giả: Amaranth Borsuk

Presenting to The book as object. The book as content. The book as idea. The book as interface.

Cybersecurity

Tác giả: Duane Wilson

An introduction to the major concepts in Cyber Security that includes case examples and tips for individuals to protect themselve.

Data science

Tác giả: John D. Kelleher, Brendan Tierney

Presenting to What is data science?. What is data and what is a dataset?. The data science ecosystem. Machine learning 101. Standard data science tasks. Privacy and ethics. Future trends and principles of success.