### Data Science - Field Guide for Data Science https://wolfpaulus.com/wp-content/uploads/2017/05/field-guide-to-data-science.pdf - Completed: 0% - Forecasting https://otexts.com/fpp2/ - Completed: 0% - An Introduction to Statistical Learning https://www.statlearning.com/ - The Elements of Statistical Learning https://hastie.su.domains/Papers/ESLII.pdf - Deep Learning https://www.deeplearningbook.org/ - Statistical Inference via Data Science https://moderndive.com/index.html - Beyond Multiple Linear Regression https://bookdown.org/roback/bookdown-BeyondMLR/ - Neural Networks from Scratch file:///Users/A_Suter/Downloads/Neural%20Networks%20from%20Scratch%20in%20Python.pdf ### Math - Linear Algebra https://home.cs.colorado.edu/~alko5368/lecturesCSCI2820/mathbook.pdf - Calculus https://theswissbay.ch/pdf/Gentoomen%20Library/Maths/Calculus/Calculus%20-%20Early%20Transcendentals%206e.pdf - Probability https://ocw.mit.edu/courses/res-6-012-introduction-to-probability-spring-2018/d973b10c2587781f86ca4f2aff49098f_MITRES_6_012S18_Textbook.pdf - Multivariable Calculus http://www.uop.edu.pk/ocontents/Multivariable%20Calculus%207th%20Edition%20By%20James%20Stewart.pdf - Optimization https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf - Mathematical Analysis http://ramanujan.math.trinity.edu/wtrench/texts/TRENCH_REAL_ANALYSIS.PDF - Differential Equations https://s2pnd-matematika.fkip.unpatti.ac.id/wp-content/uploads/2019/03/Elementary-Diffrential-Aquation-and-Boundary-Value-Problem-Boyce-DiPrima.pdf - Linear Programming https://web.stanford.edu/class/msande310/310trialtext.pdf - Graph Theory https://www.maths.ed.ac.uk/~v1ranick/papers/wilsongraph.pdf - Time Series Analysis https://mybiostats.files.wordpress.com/2015/03/time-series-analysis-and-its-applications-with-examples-in-r.pdf - Mathematical Modeling TBD ### Software Engineering - Problem Solving with algorithms and data structures in python https://runestone.academy/ns/books/published/pythonds/index.html