Learn AI-Assisted Python Programming, Video Edition

سرفصل های دوره

001. Chapter 1. Introducing AI-assisted programming with Copilot

002. Chapter 1. About the technology

003. Chapter 1. How Copilot changes how we learn to program

004. Chapter 1. What else can Copilot do for us

005. Chapter 1. Risks and challenges when using Copilot

006. Chapter 1. The skills we need

007. Chapter 1. Societal concerns about AI code assistants like Copilot

008. Chapter 1. Summary

009. Chapter 2. Getting started with Copilot

010. Chapter 2. Getting your system set up

011. Chapter 2. Working with Copilot in Visual Studio Code

012. Chapter 2. Addressing common Copilot challenges

013. Chapter 2. Our first programming problem

014. Chapter 2. Summary

015. Chapter 3. Designing functions

016. Chapter 3. Benefits of functions

017. Chapter 3. Roles of functions

018. Chapter 3. Whats a reasonable task for a function

019. Chapter 3. The cycle of design of functions with Copilot

020. Chapter 3. Examples of creating good functions with Copilot

021. Chapter 3. Summary

022. Chapter 4. Reading Python code Part 1

023. Chapter 4. Asking Copilot to explain code

024. Chapter 4. Top 10 programming features you need to know Part 1

025. Chapter 4. Summary

026. Chapter 5. Reading Python code Part 2

027. Chapter 5. Summary

028. Chapter 6. Testing and prompt engineering

029. Chapter 6. Closed-box and open-box testing

030. Chapter 6. How to test your code

031. Chapter 6. Revisiting the cycle of designing functions with Copilot

032. Chapter 6. Full testing example

033. Chapter 6. Another full testing exampleTesting with files

034. Chapter 6. Summary

035. Chapter 7. Problem decomposition

036. Chapter 7. Small examples of top-down design

037. Chapter 7. Authorship identification

038. Chapter 7. Authorship identification using top-down design

039. Chapter 7. Breaking down the process subproblem

040. Chapter 7. Summary of our top-down design

041. Chapter 7. Implementing our functions

042. Chapter 7. Going further

043. Chapter 7. Summary

044. Chapter 8. Debugging and better understanding your code

045. Chapter 8. How to find the bug

046. Chapter 8. How to fix a bug (once found)

047. Chapter 8. Modifying our workflow in light of our new skills

048. Chapter 8. Applying our debugging skills to a new problem

049. Chapter 8. Using the debugger to better understand code

050. Chapter 8. A caution about debugging

051. Chapter 8. Summary

052. Chapter 9. Automating tedious tasks

053. Chapter 9. How to use Copilot to write tools

054. Chapter 9. Example 1 Cleaning up email text

055. Chapter 9. Example 2 Adding cover pages to PDF files

056. Chapter 9. Example 3 Merging phone picture libraries

057. Chapter 9. Summary

058. Chapter 10. Making some games

059. Chapter 10. Adding randomness

060. Chapter 10. Example 1 Bulls and Cows

061. Chapter 10. Example 2 Bogart

062. Chapter 10. Summary

063. Chapter 11. Future directions

064. Chapter 11. Limitations and future directions

065. Chapter 11. Summary

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تولید کننده: OReilly