Week 1Week 2Week 3Week 4
Basics of AI Python Coding
- IntroductionVideo・3 mins
- What is computer programming?Video・5 mins
- Writing code with chatbotsVideo・6 mins
- Navigating the learning platformVideo・3 mins
- Running your first programVideo with Code Example・8 mins
- How to succeed in codingVideo・2 mins
- Data in PythonVideo with Code Example・10 mins
- Combining text and calculationsVideo with Code Example・7 mins
- VariablesVideo with Code Example・7 mins
- Building LLM prompts with variablesVideo with Code Example・4 mins
- Functions: Actions on DataVideo with Code Example・7 mins
Automating Tasks with Python
- IntroductionVideo・3 mins
- Completing a task list with AIVideo with Code Example・13 mins
- Repeating tasks with for loopsVideo with Code Example・12 mins
- Prioritizing tasks with dictionaries and AIVideo with Code Example・14 mins
- Customizing recipes with lists, dictionaries and AIVideo with Code Example・6 mins
- Comparing data in PythonVideo with Code Example・11 mins
- Helping AI make decisionsVideo with Code Example・10 mins
- Next course preview: working with filesVideo with Code Example・4 mins
Working with Your Own Data and Documents in Python
- IntroductionVideo・4 mins
- Using files in PythonVideo with Code Example・5 mins
- Loading and using your own dataVideo with Code Example・6 mins
- Reading journals from food criticsVideo with Code Example・7 mins
- Extracting restaurant information from journal entriesVideo with Code Example・8 mins
- Vacation planning using CSV filesVideo with Code Example・7 mins
- Turning code blocks into reusable functionsVideo with Code Example・8 mins
- Creating detailed itineraries for multiple citiesVideo with Code Example・8 mins
- Share Your Learning Project!Resource・10 mins
Extending Python with Packages and APIs
- IntroductionVideo・3 mins
- Using functions from a local fileVideo with Code Example・7 mins
- Built-in packagesVideo with Code Example・8 mins
- Using third-party packagesVideo with Code Example・8 mins
- Installing packagesVideo with Code Example・8 mins
- APIs to get data from the webVideo with Code Example・7 mins
- APIs to use AI modelsVideo with Code Example・9 mins
- Install Python on your computer (Optional)Code Example・10 mins
- ConclusionVideo・3 mins
- Share Your Learning Project!Resource・10 mins