This list of constants is the "Frequently Used Constants" collection from the U.S. National Institutes of Standards and Technology (NIST) website Fundamental Physical Constants. This resource contains additional constants in many categories if you're looking for something not contained in the above PDF.
To search for these books in libraries near you, consult this WorldCat list of 3.091 OCW Scholar Textbooks.
If you are unable to obtain some of these books, Professor Sadoway suggests using any good college-level introductions to general chemistry, materials science, organic chemistry, and biochemistry instead. In each session's reading assignment, summaries of the topics covered should help you find the relevant sections in alternate texts.
The bracketed abbreviations preceding each citation are used throughout this site to refer to each textbook.
[Saylor] = General Chemistry: Principles, Patterns, and Applications. Saylor Foundation, 2011. [A free online textbook]
Alternatively, if you prefer a conventional printed textbook, try this Averill and Eldredge edition from 2007; it is out of print, but you may find a used or library copy. Its companion website has many resources for further study that are linked throughout the course.
[PB-EOC] = Bruice, P. Y. Essential Organic Chemistry. 1st edition. Upper Saddle River, NJ: Pearson, 2006. ISBN: 9780131498587. [Companion website for 2nd edition]