Here is the list of everything I have learned and from what sources I have learned
Semester 1
Subject 1 - Computer Organization and Software Systems
TextBook 1 - Computer Organization & Architecture by Stallings William
Coming Soon…
TextBook 2 - Operating Systems Concepts by A Silberschatz, Abraham and others
Coming Soon…
Reference Book 1 - Computer Organization and Design - The Hardware/Software Interface by Patterson, David A & J L Hennenssy
Coming Soon…
Reference Book 2 - Computer Systems - A Programmer’s Perspective by Randal E. Bryant, David R. O’Hallaron
Coming Soon…
Reference Book 3 - Computer Architecture and Parallel Processing by Kai Hwang and Briggs
Coming Soon…
Reference Book 4 - Computer Systems : Internals and Design Principles by Stallings
Coming Soon…
Subject 2 - Data Structures and Algorithms Design
TextBook 1 - Algorithms Design : Foundations, Analysis and Internet Examples by Michael T. Goodrich, Roberto Tamassia
Coming Soon…
Reference Book 1 - Introduction to Algorithms by Cormen, Leiserson, Rivest, Stein
Coming Soon…
Reference Book 2 - Data Structures, Algorithms and applications in Java by Sartaj Sahni
Coming Soon…
Subject 3 - Introduction to Data Science
TextBook 1 - Introduction to Data Mining by Tan, Steinbach and Vipin Kumar
Coming Soon…
TextBook 2 - Introducing Data Science by Cielen, Meysman and Ali
Coming Soon…
TextBook 3 - Storytelling with Data, A data visualization guide for business professionals by Cole Nussbaumer Knaflic
Coming Soon…
TextBook 4 - Data Mining : Concepts and Techniques by Jiawei Han, Micheline Kamber Morgan Kaufmann
Coming Soon…
Reference Book 1 - The Art of Data Science by Roger D Peng, Elizabeth Matsui
Coming Soon…
Reference Book 2 - Ethics and Data Science by DJ Patil, Hilary Mason, Mike Loukides
Coming Soon…
Reference Book 3 - Python Data Science Handbook : Essentials tools for working with data by Jake VanderPlas
Coming Soon…
Reference Book 4 - KDD, SEMMA and CRISP-DM : A Parallel Overview by Ana Azevedo, M.F. Santos
Coming Soon…
Subject 4 - Mathematical Foundations for Data Science
TextBook 1 - Mathematics for Machine Learning by M.P. Diesenroth, A. Aldo Faisal, Cheng Soon Ong
Coming Soon…
TextBook 2 - Linear Algebra and Optimization by Charu C. Aggarwal
Coming Soon…
Reference Book 1 - Linear Algebra by K Hoffman, R Kunze
Coming Soon…
Reference Book 2 - Advanced Engineering Mathematics by Erwin Kreyszig
Coming Soon…
Semester 2
Subject 1 - Artificial and Computational Intelligence
TextBook 1 - Artificial Intelligence - A modern approach by Stuart Russell, Peter Norvig
Coming Soon…
Reference Book 1 - Machine Learning : An Artificial Intelligence Approach by Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell
Coming Soon…
Reference Book 2 - Introduction to AI and Expert Systems by Dan W Patterson
Coming Soon…
Reference Book 3 - Artificial Intelligence by Elaine Rich, Kevin Knight
Coming Soon…
Subject 2 - Data Visualization and Interpretation
TextBook 1 - Data Visualization : A Successful Design Process by Andy Kirk
Coming Soon…
TextBook 2 - Storytelling with Data, A data visualization guide for business professionals by Cole Nussbaumer Knaflic
Coming Soon…
TextBook 3 - Information Dashboard Design : Displaying data for at-a-glance monitoring by Stephen Few
Coming Soon…
Reference Book 1 - Matplotlib for Python Developers : Effective techniques for data visualization with Python by Aldrin Yim, Claire Chung, Allen Yu
Coming Soon…
Subject 3 - Introduction to Statistical Methods
TextBook 1 - Statistics for Data Scientists, An Introduction to probability, statistics and Data Analysis by Maurits Kaptein
Coming Soon…
TextBook 2 - Probability and Statistics for Engineering and Sciences by Jay L Devore, Cengage Learning
Coming Soon…
TextBook 3 - Introduction to Time Series and Forecasting by Peter J Brockwell, Richard A Davis
Coming Soon…
Reference Book 1 - Probability and statistics for Engineers by Miller and Freund’s
Coming Soon…
Reference Book 2 - Statistics for Business and Economics by Anderson, Sweeney, Wiliams, CENAGE learning
Coming Soon…
Subject 4 - Machine Learning
TextBook 1 - Machine Learning by Tom M. Mitchell
Coming Soon…
TextBook 2 - Pattern Recognition & Machine Learning by Christopher M. Bishop
Coming Soon…
Reference Book 1 - Machine Learning by Saikat Dutt, Subramanian Chandramouli & Amit Kumar Das
Coming Soon…
Reference Book 2 - A Tutorial on Support Vector Machines for Pattern Recognition by C.J.C. BURGES
Coming Soon…