This book is intended for the first course in linear algebra, taken by mathematics, science, engineering and economics majors. The new edition presents a stronger geometric intuition for the ensuing concepts of span and linear independence. This text integrates applications throughout to illustrate the mathematics and to motivate the students. Numerical ideas and concepts using the computer are interspersed throughout the text, instructors can use them at their discretion.
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