Educational Resources For Mathematics & Computer Science

Educational books and video resouces that I have found extreamly useful in both academic and professional studies.

Book Recommendations

Video Recommendations

Mathematics

• Linear Algebra
  • Essence Of Linear Algebra
  • Linear Algebra - Matrix Transformations
  • Inverse matrices, column space and null space
  • Matrix multiplication as composition
  • Tensors
• Gemometric Algebra
  • Gemometric/Clifford Algebra
  • Drawing the 4th, 5th, 6th, and 7th dimension
• Calculus
  • Essence Of Calculus
  • Calculus -- The foundation of modern science
  • Fourier Transform
  • Fourier Transform, Fourier Series, and frequency spectrum
  • Dot products and duality
  • Product Rule for derivatives: Visualized with 3D animations
  • Cross Product and Dot Product: Visual explanation
  • Thinking visually about higher dimensions
• 3D Math
  • A Bigger Mathematical Picture for Computer Graphics
• Trig
  • Trigonometry
• Physics
  • Voltage, Current, Electricity, Magnetism
  • Lenses, refraction, and optical illusions of light

Computer Science

• Algorithms
  • 15 Sorting Algorithms in 6 Minutes (Visulization)
• Compilers
  • Understanding Compiler Optimization - Chandler Carruth - Opening Keynote Meeting C++ 2015
• C++
• CppCon 2014: Scott Meyers "Type Deduction and Why You Care"
• CppCon 2014: Chandler Carruth "Efficiency with Algorithms, Performance with Data Structures"
• CppCon 2020: Bob Steagall "Back to Basics: The Abstract Machine"
• CPU Caching
• code::dive conference 2014 - Scott Meyers: Cpu Caches and Why You Care
• Data Oriented Design
  • CppCon 2014: Mike Acton "Data-Oriented Design and C++"