Landscape of programming
This repo aim to show you what to learn on the way to excellence. And the knowledge hierarchy is helpful for writing your resume. It's a baby yet, any improvements will be appreciated!
In college, the scheduled classes shaped your way of learning, But after graduated, nobody telling you what to learn. You learned a lot, but in the meantime, you realized you know nothing. Because you don't have a knowledge hierarchy in your mind. This repo will(but not yet) show you a full clear view of programming techniques. Schedule your study plan with this hierarchy. Get charged before you out of battery :)
Knowledge hierarchy for programming
Please PR for improving the hierarchy
Computer architecture
Programming languages
c/c++ node golang java, groovy, scala shell type systems paradigms tool chains haskell rustetc.
Data structure and algorithms
queue, set, linked list, heap, stack, hash-table, trie, b tree, b+ tree, red-black tree, splay tree, R tree etc.
dfs, bfs, quick sort, heap sort, binary search, dynamic programming, dijkstra, floyd, hash(crc32, md5), math(number theory, linear algebra, 3D-math) etc.
Software engineering
runtime(os, virtualization, interpreters, container..), design patterns, models(concurrency, memory, lock, epoll, nio, kqueue..), mechanisms(gc, transactional..), theories(CAP, etc), RFCs, etc
Software frameworks
spring-boot, boost, express, vue, protobuf, ionic, gtk, openGL, qt, etc.
Database and storages
relational(mysql..), document(mongodb..), time-serials(timescale..), key-value(redis..), graph(neo4j..), wild-column(cassandra..), event(event-store..), object-oriented(perst, ObjectDB..), fs, hard-disk, etc.
Middlewares
message-queue(rabbitmq, rocketmq, kafka..), etc.
Networks
tcp/ip, https, http2.0, sdn, bluetooth, routers, switchs, vlan, vxlan, firewalls, etc.
Software architecture and solutions
c/s, b/s, p2p, distributed systems, decentralized systems, plugin, HA, micro services, serverless, faas, cloud infrastructure, etc.
Software development and quality assurance
methodologies, debugging, deployment, tools, testing, mainteance, performance, docs, CI/CD, security, monitoring, etc.
Uncategorized
Domain specific knowledge Sheet
Example
If you want to be an expert in blockchain, organize the knowledge pieces like following sheet.
| hierarchy | domain specific techniques |
|---|---|
| Programming languages | c/c++, golang, solidity |
| Data structure and algorithms | POW, POS, DPOS, PBFT, Merkle Tree, DAG, mining, Raft, Paxos |
| Software engineering | os, fs, FLP Impossibility, CAP theorem |
| Software frameworks | ethereum, bitcoin |
| Database and storages | IPFS, Block DB(BigchainDB, etc) |
| Middlewares | |
| Networks | p2p |
| Software architecture and solutions | state channels, payment channel, decentralized system |
| Software development and quality assurance | asymmetric encryption |
| Uncategorized |
Domain specific or job specific knowledge sheet
Please pr for more expert knowledge hierarchy sheet
Contribution guidelines
- There are many technique items in each level, each item should have appropriate intro/def resource link. ex.
C. Modify the link if you have better one.