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...Olympiads in informatics vol ioi vilnius university doi reviews of two programming books antti laaksonen helsinki department computer science e mail ahslaaks cs fi this article i review recent competitive published which have not yet been presented the journal are algorithmic thinking by daniel zingaro and python christoph durr jill jenn vie both introductory but their approaches different focuses on process learning problem solving uses com petitive problems as motivating challenges develops skills for contests job interviews shows how language can be used a based introduction book discusses data structures algorithm design techniques they to solve selected from various ever main goal is prepare rather teach through challenging c pro gramming throughout with purpose showing algorithms implemented scratch without using libraries first chapter use hashing author presents classifying snowflakes quadratic algo rithm after sending solution an online judge it turns out that too slow better ...