⭉ back to the shell

੭ˊᵕˋ੭✰ﾟ artificial intelligence & machine learning ੭ˊᵕˋ੭✰ﾟ

my favorite 4 free resources to learn AI
5 AI skills that will actually get you hired in 2026
1. prompt engineering
2. workflow automation
3. LLM evaluation and optimization
4. agent orchestration
5. AI-assisted coding
5 AI skills that will actually get you hired in 2026 (part 1: prompt engineering)
1. learn what prompt engineering is
2. learn the fundamentals of prompt engineering
3. see how prompt engineering is used in more advanced systems
4. try prompt engineering
  • try out any of the models mentioned in the course, like chatgpt, gpt-4, or claude sonnet 4.5
  • start off simple like proofreading writing or summarizing a research paper
  • or try something more advanced like creating a webpage or writing code
5 AI skills that will actually get you hired in 2026 (part 2: workflow automation)
1. learn the basics
2. see an example
3. try it yourself!
5 AI skills that will actually get you hired in 2026 (part 3.1: LLM introduction)
1. learn about transformers
2. learn how LLMs work
3. see how an LLM works
5 AI skills that will actually get you hired in 2026 (part 3.2: LLM evaluation)
1. learn what LLM evaluation is
2. learn LLM evaluation methods
3. evaluate AI agents
5 AI skills that will actually get you hired in 2026 (part 3.3: LLM optimization)
1. learn what prompt engineering is
2. learn prompt engineering techniques
3. learn about prompt caching
how i would learn about AI/ML if i woke up and forgot everything i knew about it
1. learn python
2. learn some algorithms
3. start implementing
how i would learn about LLMs if i woke up and forgot everything i knew about it
1. learn about transformers
2. learn how LLMs work
3. see how an LLM works
how i would learn about agentic AI if i woke up and forgot everything i knew about it
1. learn what agentic AI is
2. learn the fundamentals of agentic AI
3. start implementing
AI coding projects that will actually get you hired
practical agentic AI projects you can try
personal workflows you can automate to learn workflow automation and make your own life easier
1. daily scheduler
  • pull events from calendar and tasks from to-do list
  • create schedule based on events/tasks for the day
2. meeting notetaker
3. email assistant
  • check emails every morning
  • filter away spam/unimportant emails
  • mark important emails
how i would learn prompt engineering
1. learn what prompt engineering is
2. learn the fundamentals of prompt engineering
3. see how prompt engineering is used in more advanced systems
4. try prompt engineering
  • try out any of the models mentioned in the course, like chatgpt, gpt-4, or claude sonnet 4.5
  • start off simple like proofreading writing or summarizing a research paper
  • or try something more advanced like creating a webpage or writing code
learn claude code with anthropic academy
how i would learn to use claude code
1. learn about claude code and what it can do
2. learn how to use cursor with claude code and use vercel to deploy an app
3. learn how to set up claude code and starting using it
the best claude subagent