Here is 1st year guide of the ITMO University CS / SWE bachelor's program.

Here is 2nd year guide of the ITMO University CS / SWE bachelor's program.

Web programming (fullstack, networks) (repo):

• TCP/IP, web learning
• Simple website on php+html; link
• Simple MVC website on JSP; link
• showcase: Intermediate website on JSF (Fullstack); link
• showcase: Insane website on JSF(Java) + Angular(Typescript, Tailwind CSS); frontend, backend

Low level programming (C, Assembly):

• i/o library in x86_64 assembly
• dict in x86_64 assembly
• bmp image rotation in C
• memory allocator in C
• sepia filter in C with optimisation in SSE instructions

Computer architecture

• public speech: Comparative analysis of JIT vs AOT compilation using LLVM and V8 as an example
  • google slides
  • recording
• project: RiscV VM implementation (ISA, parser+compiler, VM)

Algorithms and Data structures (C++, STL)

• Basic algo: dynamic, greedy, graph(bfs, dfs, dijkstra), sorting(bubble, merge, insertion, quick, heap, introsort)
• Basic ds: array, set, map, single/double linked list, Stack, LIFO/FIFO Queue's, Priority queue, Heap, HashTable, Tree's(Trie, Binary, Red-Black, Avl)

Software engineering fundamentals

• Methodologies: RUP, Waterfall, Spiral, Scrum, Agile, Disciplined Agile
• UML diagrams: Use-Case, Deployment, Sequence, State (Finite State Machine), Class
• showcase: (SRS) Software requirements specification
• showcase: Git/SVN
• Automated assembly systems: Make, Makefile, Apache Ant, Maven, Gradle, GNU Autotools
• Testing: a/b, performance, unit, integration, smoke, acceptance, black/white box, system, regression, e2e, sanity
• showcase: Monitoring, profiling

AI systems (Prolog, Python, Machine Learning)

• diep.io knowledge base in Prolog + ontology; readme, knowledge_base
• cli to interact with knowledge base; cli, refreshed_knowledge_base
• linear regression learning model; jupyter notebook
• KNN-tree learning model; jupyter notebook
• C4.5 Decision tree learning model; jupyter notebook
• Logictic regression learning model (Coming soon...)

Functional programming (Elixir)

• intro: Euler project algo solutions
• lab: Dict implementation on Red-Black tree
• lab: Interpolation CLI
• [WIP] project: Google docs, but in markdown

Digital circuit design (System Verilog, RTL)

• Demultiplexer 1 of 4 base implementation
• [WIP] LIFO implementation
• [Coming soon...] ???

[WIP] Advanced Operating systems course (C, kernel/user space): link

• pingpong: simple program in user space, using xv6 syscalls
• dump1, dump2: kernel syscalls implementation to dump proc registers and output in user space program
• Buddy allocator: Integrating and optimising in kernel
• Copy-on-write, UB-on-write, Fault-on-write forks
• Lazy allocation
• File system implementation

[WIP] Computer networks

• [3rd semester] (getting in touch): web programming course
• [5 semester] hard basics: telecommunication systems
• [6 semester] (coming soon...) final hardest basics: computer networks

Informatics JSON, YAML, XML, MD, PROTOBUF, LaTeX, Excel/OnlyOffice, Python(+regex)

Professional fundamentals Bash, Assembly, Basic computer architecture, Unix-like OS

Databases Postrge SQL, ANSI-SPARC, SQL, index, trigger, function, query plan

Higher Mathematics

• Computational mathematics
• Optimisation methods
• Probability theory
• [Mathematical statistics
• Discrete mathematics
• Higher mathematics (Mathematical analysis + Linear Algebra)

Physics

• [4th semester] Basics: mechanics, electrostatics, thermodynamics, optics, magnetism, vector fields
• [5th semester] Electrotechnical fundamentals

[where it all started...] Intro to programming: monorepo

• Learn Java
• Basic CRUD
• TCP&UDP protocol implementation
• Client-server interaction using implemented protocols
• GUI application with authorization, summorizing all of the above.