Reading List

This is my ongoing reading list. I made this to track and share my journey of reading.

Mathematics | 15

Linear Algebra and Its Applications (3rd Edition)

by David C. Lay
Addison Wesley; 3 edition (July 18, 2002)

Bayes' Rule: A Tutorial Introduction to Bayesian Analysis

by James V Stone
Sebtel Press (June 4, 2013)

Probability Theory: The Logic of Science

by E. T. Jaynes, G. Larry Bretthorst
Cambridge University Press; 1 edition (June 9, 2003)

Inverse Problem Theory and Methods for Model Parameter Estimation

by Albert Tarantola
SIAM: Society for Industrial and Applied Mathematics; 1 edition (December 20, 2004)

Understanding Analysis (Undergraduate Texts in Mathematics)

by Stephen Abbott
Springer; 2nd ed. 2015, Corr. 2nd printing 2016 edition (August 22, 2016)

Principles of Mathematical Analysis

by Rudin
Example Product Manufacturer; 3 edition (March 7, 2013)

Fourier Analysis: An Introduction (Princeton Lectures in Analysis)

by Elias M. Stein, Rami Shakarchi
Princeton University Press (April 6, 2003)

Spectral Analysis for Physical Applications

by Donald B. Percival, Andrew T. Walden
Cambridge University Press; 1 edition (June 25, 1993)

Spectral Analysis of Signals

by Petre Stoica, Randolph L. Moses
Prentice Hall; 1 edition (April 8, 2005)

Probability, Statistics, and Random Processes For Electrical Engineering (3rd Edition)

by Alberto Leon-Garcia
Pearson; 3 edition (January 7, 2008)

Statistics, 4th Edition

by David Freedman, Robert Pisani, Roger Purves
W. W. Norton & Company; 4th edition (February 13, 2007)

Stochastic Processes

by Sheldon M. Ross
Wiley; 2 edition (February 8, 1995)

Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory (v. 1)

by Steven M. Kay
Prentice Hall; 1 edition (April 5, 1993)

A First Course in Wavelets with Fourier Analysis

by Albert Boggess, Francis J. Narcowich
Wiley; 2 edition (September 8, 2009)

Bayesian Analysis with Python: Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ, 2nd Edition

by Osvaldo Martin
Packt Publishing (December 26, 2018)

Numerical Methods | 5

Numerical Methods for Engineers

by Steven Chapra, Raymond Canale
McGraw-Hill Science/Engineering/Math; 5 edition (June 14, 2005)

Finite Difference Methods for Ordinary and Partial Differential Equations: Steady-State and Time-Dependent Problems (Classics in Applied Mathematics)

by Randall LeVeque
SIAM, Society for Industrial and Applied Mathematics; Classics in Applied Mathematics edition (July 10, 2007)

Numerical Linear Algebra

by Lloyd N. Trefethen, David Bau III
SIAM: Society for Industrial and Applied Mathematics (June 1, 1997)

An Introduction to Numerical Analysis

by Kendall Atkinson
Wiley; 2 edition (January 17, 1989)

Numerical Methods for Conservation Laws

by Randall J. LeVeque, R. Leveque
Birkhäuser; 2nd edition (August 15, 2008)

Atmospheric Science | 10

An Introduction to Dynamic Meteorology, Volume 88, Fifth Edition (International Geophysics)

by James R. Holton, Gregory J Hakim
Academic Press; 5 edition (August 31, 2012)

Atmosphere, Ocean and Climate Dynamics: An Introductory Text (International Geophysics (Hardcover))

by John Marshall, R. Alan Plumb
Academic Press; 1 edition (December 20, 2007)

A First Course in Atmospheric Radiation (2nd Ed.)

by Grant W. Petty
Sundog Publishing; 2 edition (April 1, 2006)

Physics and Dynamics of Clouds and Precipitation

by Pao K. Wang
Cambridge University Press; 1 edition (April 22, 2013)

Statistical Methods in the Atmospheric Sciences, Volume 100, Third Edition (International Geophysics)

by Daniel S. Wilks
Academic Press; 3 edition (June 3, 2011)

Divine Wind: The History and Science of Hurricanes

by Kerry Emanuel
Oxford University Press; 1 edition (September 1, 2005)

What We Know About Climate Change (Boston Review Books)

by Kerry Emanuel
The MIT Press; second edition edition (November 30, 2012)

The Weather and Climate: Emergent Laws and Multifractal Cascades

by Shaun Lovejoy, Daniel Schertzer
Cambridge University Press; 1 edition (May 27, 2013)

Dynamical Paleoclimatology, Volume 80: Generalized Theory of Global Climate Change (International Geophysics)

by Barry Saltzman
Academic Press; 1 edition (November 2, 2001)

Earth's Climate: Past and Future

by William F. Ruddiman
W. H. Freeman; 3 edition (October 1, 2013)

Data Assimilation | 5

Atmospheric Modeling, Data Assimilation and Predictability

by Eugenia Kalnay
Cambridge University Press; 1 edition (December 16, 2002)

Data Assimilation: Making Sense of Observations

by William Lahoz, Boris Khattatov, Richard Menard
Springer; 2010 edition (November 11, 2014)

Dynamic Data Assimilation: A Least Squares Approach (Encyclopedia of Mathematics and its Applications)

by John M. Lewis, S. Lakshmivarahan, Sudarshan Dhall
Cambridge University Press; 1 edition (August 3, 2006)

Data Assimilation: The Ensemble Kalman Filter

by Geir Evensen
Springer; 2nd ed. 2009 edition (November 26, 2014)

Predictability of Weather and Climate

by Tim Palmer, Renate Hagedorn
Cambridge University Press; Reprint edition (July 10, 2014)

Education | 3

How to Study as a Mathematics Major

by Lara Alcock
Oxford University Press; 1 edition (March 1, 2013)

How to Think About Analysis

by Lara Alcock
Oxford University Press; 1 edition (December 1, 2014)

Birth of a Theorem: A Mathematical Adventure

by Cédric Villani, Malcolm DeBevoise
Farrar, Straus and Giroux; Reprint edition (May 17, 2016)

Biography | 3

Men of Mathematics (Touchstone Book)

by E.T. Bell
Touchstone; Reissue edition (October 15, 1986)

Einstein: His Life and Universe

by Walter Isaacson
Simon & Schuster; Reprint edition (May 13, 2008)

Steve Jobs

by Walter Isaacson
Simon & Schuster; 1 edition (October 24, 2011)

Programming | 7

Effective Python: 59 Specific Ways to Write Better Python (Effective Software Development Series)

by Brett Slatkin
Addison-Wesley Professional; 1 edition (March 8, 2015)

Python Tricks: A Buffet of Awesome Python Features

by Dan Bader
Dan Bader; 1 edition (October 25, 2017)

Think DSP: Digital Signal Processing in Python

by Allen B. Downey
O'Reilly Media; 1 edition (August 4, 2016)

Functional Python Programming: Discover the power of functional programming, generator functions, lazy evaluation, the built-in itertools library, and monads, 2nd Edition

by Steven F. Lott
Packt Publishing; 2nd Revised edition edition (April 13, 2018)

Python 3 Object-oriented Programming: Building robust and maintainable software with object oriented design patterns in Python, 2nd Edition

by Dusty Phillips
Packt Publishing; 2 edition (August 20, 2015)

An Introduction to Modern Mathematical Computing: With Mathematica® (Springer Undergraduate Texts in Mathematics and Technology)

by Jonathan Borwein, Matthew P. Skerritt
Springer; 2012 edition (August 4, 2012)

Python Data Analytics: With Pandas, NumPy, and Matplotlib

by Fabio Nelli
Apress; 2nd ed. edition (September 28, 2018)

Music | 1

Music Theory: From Beginner To Expert - The Ultimate Step-By-Step Guide to Understanding and Learning Music Theory Effortlessly

by Nicolas Carter
CreateSpace Independent Publishing Platform; 1 edition (August 8, 2016)