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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.

AI assistants

Tác giả: Roberto Pieraccini

Contents: What is a virtual assistant?. AI and machine learning. Speech recognition. Natural language understanding. Natural language and speech generation. The dialog manager. Interacting with an assistant. Conclusions.