Introduction to Computational Chemistry 3rd Edition provides a comprehensive account of the fundamental principles underlying different computational methods. Fully revised and updated throughout to reflect important method developments and improvements since publication of the previous edition, this timely update includes the following significant revisions and new topics: * Polarizable force fields* Tight-binding DFT* More extensive DFT functionals, excited states and time dependent molecular properties* Accelerated Molecular Dynamics methods* Tensor decomposition methods* Cluster analysis* Reduced scaling and reduced prefactor methods
This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis. Topics and features: provides numerous practical case studies using real-world data throughout the book; supports understanding through hands-on experience of solving data science problems using Python; describes techniques and tools for statistical analysis, machine learning, graph analysis, and parallel programming; reviews a range of applications of data science, including recommender systems and sentiment analysis of text data; provides supplementary code resources and data at an associated website.
Glencoe?'s Introduction to Computer Science Using Java provides students with a highly visual way of learning Java programming. This colorful text provides the information needed for students enrolled in Computer Science I courses, and for students planning to take the AP Computer Science A exam (which has recently switched from C++ to Java). An AP correlation chart is provided in the student edition to help readers locate information that is relevant to the A exam, and ?AP Exam Prep? exercises throughout the book help students prepare for the AP test. The availableÂ Teacher Resource Manual also provides AP information and resources for teachers, and links to important AP sites can be found on the book?'s Web site.
The textbook immediately introduces students to concepts that are essential to object-oriented programming and develops these concepts throughout various code programs and examples. Programs are examined line-by-line through in-text code blocks. Complete programs are then provided for students to compile and run. The output for every program is also provided either in the book or on the teacher CD so students can see what happens when the code is run.
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