CompilersOverview of the Internals of Modern Compilers, Optimizations and Intrinsics
Modern HardwareOverview of Modern Microprocessors and Instruction Sets
Programming LanguagesOverview of Programming Languages and Paradigms
Integrated Development EnvironmentsBuild Systems (CMAKE, Ninja), Version Control (Git), IDEs (Visual Studio)
FortranExperiences of Migrating Code from Fortran to C++
C++ IntroductionThe C++ Language and the Standard Library by Selected Examples
C++ TemplatesIntroduction to Template Metaprogramming in C++
C++ N-body simulationOptimization Study of the N-body Simulation
C++ OutlookOutlook to the Future of C++ and Some Useful Libraries
Introduction to GPU programmingGPU Hardware, APIs, Detailed OpenCL Example
Introduction to the Theoretical Foundations of Modern ProgrammingOverview of Lambda Calculus, Type Theory and Category Theory
Introduction to Functional Programming ConceptsFunctors, Monads, Folds/Unfolds, Recursion Schemes
Hardware for End UsersCompanies, Products, General Considerations
Development Environments and ToolsPowershell, Windows Subsystem for Linux, Chocolate, CMAKE, Visual Studio Code
Gentle Introduction to C++Introduction to C++ for people with C background
Algorithms in C++Examples of Uses of C++ Algorithms
Parallelism in C++Overview and Example Usage of C++ Parallel Programming Constructs
OptimizationOverview of Simple Optimization Considerations in C++
VisualizationOverview of Graphics Concepts, Rendering and Libraries (Cairo and OpenGL)/td>
Introduction to python I.Python Language and Basics
Introduction to python II.Introduction to Numpy, Matplotlib and Numba
General Purpose GPU ProgrammingOverview of GPU APIs
The SYCL Standard and the ComputeCpp ImplementationOverview of the SYCL Standard and its Programming Concepts
Fejlesztői eszközök, Windows és a Linux AlrendszerDevelopment tools, Windows and the Linux Subsystem
C++ kódanalízis és kapcsolódó eszközökC++ code analysis and related tools
Analitikus függvények közelítő numerikus módszereiApproximate numerical methods for analythic functions
A Jupyter keretrendszer bemutatásaIntroduction to the Jupyter framework
Title Topics
Machine learning bevezetőIntroduction to machine learning
Neurális Hálók alapjaiNeural network basics
Képklasszifikáció deep learning segítségévelImage classification with deep learning
Gépi tanulás alkalmazása az emberi tanulás megértésébenUsing machine learning to understand human learning
Agyműködés modellezése a gépi tanulás módszereinek segítségévelBrain modeling with the aid of machine learning method
Nyelvi reprezentáció tanulásaLanguage representation learning
Adversarial tanítás neurális hálózatokbanAdversarial learning in neural networks
A megértés megértéseUnderstanding understanding
Neurális Programindukció és ProgramszintézisNeural program induction and program synthesis