A detailed syllabus of computer science. Roadmap computer science degree.
This syllabus is structured in Top Down approach for maximum productivity. You can start seeing the results of your learning as you progress through the course by building small programs and steadily learning the advanced details.
If you want the bottom up approach (College format), please visit This repository If you have pull requests, please do in This repository
When you are done learning a subject, you can practice the Project Ideas mentioned here
Remaining syllabus and other applications are here
- Learn C
- Character constants, escape sequences, string constants
- Data types and Type conversion
- Precedence and associativity of operators
- Functions
- storage class and variable scope
- if, for, while, switch_case
- break, continue, goto
- Arrays, Strings, Pointers
- Structs, Union, enum, typedef
- Header files, #MACROS
- malloc, calloc, realloc, argc argv
- file iO, streams
- <Math.h>
- Linked Lists
- Skip ListsPDF
- stack and queues and sets
- Hash Tables
- Trees and Tries
- Self Balancing Trees
- n-ary Trees
- 2-3 Trees
- Graphs
- Adjacency matrix vs Adjacency list
- Searching
- Breadth First Search
- Depth First Search
- Sorting
- Merge Sort
- Quick Sort
- Insertion Sort
- Selection Sort
- Graph Traversal
- Minimum Spanning Trees
- Shortest Paths
- space-time Complexity
- Computational Geometry
- Convex Hull
- Concave Hull
- Compiler Design
- Lexical analysis
- Syntax analysis
- Type Checking
- Intermediate code generation
- Machine code generation
- Assembly and linking
- Analysis and optimisation
- Memory management
- Interpreters
-
Computer Organization
- Address Bus, Data Bus
- ROM, EPROM, RAM
- Memory Hierarchy, Cache Memory, Virtual Memory
- Secondary Storage
- Programmable Logic Devices and Controllers
- Input - Output Devices
-
Computer Architecture
- Stack
- Registers
- Endian_ness
- Floating Point Numbers
- Addressing Modes
- Pipelining
- Interrupts
- RISC - CISC
- aarch64, Intel_x86 / AMD64, MIPS / RISC-V (learn the differences)
- Assembly Language (basic instructions)
- The Boot Process
- Processes and Threads
- Process Control Block
- Dispatcher and Scheduler
- Inter Process Communication
- Mesage Passing
- Shared Memory
- Scheduling Algorithms
- Round Robin.
- Shortest Remaining Time First.
- Least Recently Used.
- Deadlocks
- MutEx and Locks
- Semaphores
- Banker's Algorithm
- Memory Management
- Paging and Page tables
- Segmentation
- First Fit, Next Fit, Best Fit
- Non-continuous Allocation
- Virtual memory
- Page Faults
- Page Replacement Algorithms
- Belady’s Anomaly
- File Systems
- File Allocation Tables.
- Disk Scheduling Algorithms
-
Layers of TCP and OSI
- Application.
- Presentation.
- Session.
- Transport.
- Network.
- Data.
- Physical.
-
Flow Control
- Flow Control
- Congestion Control
- Error Control
-
Routers and Routing Algorithms
- DHCP and static routing
- Round Robin and others
- DHCP | ICMP
-
UDP and Sockets
-
IPv4 | IPv6
-
Application Layer Protocols
- HTTP | FTP
- DNS | SMTP
- Email MIME Types | POP | IMAP
-
[] How routers work
-
- Data Definition Language
- CREATE
- DROP
- ALTER
- TRUNCATE
- Data Query Language
- SELECT
- Data Manipulation Language
- INSERT
- UPDATE
- DELETE
- Data Control Language
- GRANT
- REVOKE
- Transction Control Language
- COMMIT
- ROLLBACK
- SAVEPOINT
- JOINS
- FULL OUTER JOIN
- LEFT JOIN
- RIGHT JOIN
- NATURAL JOIN
- LEFT OUTER JOIN
- RIGHT OUTER JOIN
- Data Definition Language
-
- Entity-Relationship model.
- Integrity Constraints
- Primary Key and Foreign key
- Composite keys
- All other types of keys
- Normal Forms : 1NF to 4 NF
- File Organization.
- Indexing (B- Trees and B+ Trees)
- Transactions and Concurrency Control
- Conflict Serializability
- Locking
- ACID | BASE
-
[ ] Redis