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Information Theory Books

Information Theory and Statistics - 1978 Version http://index-of.co.uk/Information-Theory/Information%20theory%20and%20statistics%20-%20Solomon%20Kullback.pdf INFORMATION THEORY AND STATISTICS https://www.math.ut.ee/sites/default/files/ms/information_theory_and_statistics_spring_2013.pdf Information Theory, Inference, and Learning Algorithms https://www.inference.org.uk/itprnn/book.pdf Elements of Information Theory http://www.cs-114.org/wp-content/uploads/2015/01/Elements_of_Information_Theory_Elements.pdf An Introduction to Information Theory and Applications http://www.fon.hum.uva.nl/rob/Courses/InformationInSpeech/CDROM/Literature/LOTwinterschool2006/diuf.unifr.ch/tcs/courses/it04-05/script/information-theory.pdf The Interplay of Information Theory, Probability, and Statistics https://soihub.org/site/assets/files/3126/barron-slides.pdf BASIC CONCEPTS IN INFORMATION THEORY http://www-public.imtbs-tsp.eu/~uro/cours-pdf/poly.pdf Advanced Topics in Estimation and ...

Linear Algebra Book Link

Introduction to Applied Linear Algebra http://vmls-book.stanford.edu/vmls.pdf Linear Algebra Doing Wrong https://www.math.brown.edu/~treil/papers/LADW/LADW-2011-07.pdf Linear Algebra http://omega.albany.edu:8008/mat220/LAbook.pdf A First Course in Linear Algebra http://linear.ups.edu/download/fcla-3.40-tablet.pdf Fundamental of Linear Algebra https://www.math.ubc.ca/~carrell/NB.pdf Introduction to Non-Linear Algebra https://arxiv.org/pdf/hep-th/0609022.pdf Linear Algebra - KENNETH HOFFMAN http://www.math.pku.edu.cn/teachers/anjp/textbook.pdf Handbook of Linear Algebra http://www2.fiit.stuba.sk/~kvasnicka/QuantumComputing/Hogben-Handbook%20of%20Linear%20Algebra-(CRC%20press,%202007).pdf Linear Algebra For Dummies http://mandelbrot.fais.upm.es/html/fisica1_y_2/fisica1/teoria/Algebra_for_dummies.pdf Advanced Linear Algebra https://www.math.ksu.edu/~dbski/writings/Linear_Algebra.pdf