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October 28, 2020

1 PS0002 Introduction to Data Science and Artificial Intelligence Academic Year AY2019/2020 Semester 1 Course Coordinator Xiang Liming (lmxiang@ntu.edu.sg) Course Code PS0002 Course Title Introduction to Data Science and Artificial Intelligence Pre -requisites PS0001 Introduction to Computational Thinking No of AUs 3 Contact Hours Lecture: 26, Lab&tutorial: 23 In most respects, Computational Thinking falls within the realm of Digital Literacy. To download and subscribe to Introduction to Computational Thinking and Data Science by John Guttag, get iTunes now. Introduction to Computer Science . Informatics Education Supporting Computational Thinking eBook File: Computational-thinking.PDF Book by Roland Mittermeir, Informatics Education Supporting Computational Thinking Books available in PDF, EPUB, Mobi Format. According to the Information and Communications Technology Council (ICTC), Digital Literacy is “the ability to locate, organize, understand, evaluate, and create information using digital technology for a knowledge-based society” (2012, p. 4). 6.00.2x will teach you how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem-solving. A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges. The computational concepts of conditionals, operators, and data, and the computational practices of testing and debugging are highlighted. This course is aimed at students with some prior programming experience in Python and a rudimentary knowledge of computational complexity. Computational methods and models are helping to solve problems, design systems, and understand human behavior, by drawing on concepts fundamental to computer science (CS). Upcoming Dates. The term ‘computational thinking’ appeared as early as the nineteenth century in reference to the use of quantitative analysis in science, and appeared later regarding the emphasis on reasoning in teaching arithmetic (Childs, 2015). An introduction to computational thinking that traces a genealogy beginning centuries before the digital computer. Introduction to data analysis techniques and associated computing concepts for non-programmers. iTunes is the world's easiest way to organize and add to your digital media collection. Computational Thinking for the Modern Problem Solver Mark J. Johnson, A Concise Introduction to Data Structures using Java ..... second part, known as a digital signature and denoted â sigâ in the figure. Majors will also learn about data science … This is an introductory course on Computational Thinking. 4 Python has recruited enthusiasts from many professions that use data to draw conclusions. Overview of Computational Thinking and Data Science Introduction to Computational Thinking and Data Science Lecture 1 Yolanda A Little About Me … Honors • Moore Distinguished Scholar, California Institute of Technology (Caltech), 2007-2008. • Fellow, American Physical Society (APS), 2007. Choose from hundreds of free courses or pay to earn a Course or Specialization Certificate. This text uses the Python 3 programming language, along with a standard set of numerical and data visualization tools that are used widely in commercial applications, scientific experiments, and open-source projects. This is the textbook for the Foundations of Data Science class at UC Berkeley.. View this textbook online on GitHub Pages. Students will 6.00.2x will teach you how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem solving . This course is aimed at students with some prior programming experience in Python and a rudimentary knowledge of computational complexity. This course is aimed at students with some prior programming experience in Python and a rudimentary knowledge of computational complexity. We are unable to find iTunes on your computer. 6.00.2x will teach you how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem solving . We use the Julia programming language to approach real-world problems in varied areas applying data analysis and computational and mathematical modeling. The modern association of the term with computers and … Computational Tools. Dismiss Join GitHub today. 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