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actions-user committed Oct 23, 2024
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347 changes: 320 additions & 27 deletions code-generation-optimization.md

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6 changes: 3 additions & 3 deletions config.yaml
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Expand Up @@ -66,10 +66,10 @@ contact: '[email protected]' # FIXME

# Order of episodes in your lesson
episodes:
- Introduction-AI-coding.md
- introduction-ai-coding.md
- code-generation-optimization.md
- Enhancing-coding-efficiency.md
- Ethical-and-security-considerations.md
- enhancing-coding-efficiency.md
- ethical-and-security-considerations.md

# Information for Learners
learners:
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1 change: 1 addition & 0 deletions Introduction-AI-coding.md → introduction-ai-coding.md
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Expand Up @@ -21,6 +21,7 @@ exercises: 10
::::::::::::::::::::::::::::::::::::::::::::::::

## Introduction ##

Artificial intelligence (AI) models for coding assistants, such as Codeium and GitHub Copilot, rely on machine learning (ML) techniques, particularly deep learning and natural language processing (NLP), to assist developers. These models are trained on vast amounts of publicly available code and documentation to understand patterns, syntax, and code logic across various programming languages.
Let’s break down the *key characteristics* of how these models work:

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10 changes: 5 additions & 5 deletions md5sum.txt
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@@ -1,13 +1,13 @@
"file" "checksum" "built" "date"
"CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2022-08-05"
"LICENSE.md" "b24ebbb41b14ca25cf6b8216dda83e5f" "site/built/LICENSE.md" "2023-04-07"
"config.yaml" "345979d68ca38836f0f53b94a3c3f3d3" "site/built/config.yaml" "2024-10-23"
"config.yaml" "be983d63695a4d55717a7eb86ab3daa3" "site/built/config.yaml" "2024-10-23"
"index.md" "34399a5e151cea103c92aa7767f4c118" "site/built/index.md" "2024-09-13"
"links.md" "8184cf4149eafbf03ce8da8ff0778c14" "site/built/links.md" "2022-04-22"
"episodes/Introduction-AI-coding.md" "6e4c56b0a0b232844bc6fb77ae7f6dc2" "site/built/Introduction-AI-coding.md" "2024-10-23"
"episodes/code-generation-optimization.md" "f3bcc1d207b37ad18f2c988093b18ed6" "site/built/code-generation-optimization.md" "2024-10-23"
"episodes/Enhancing-coding-efficiency.md" "ebee675ad95b537443940b336333c9e4" "site/built/Enhancing-coding-efficiency.md" "2024-10-17"
"episodes/Ethical-and-security-considerations.md" "5975f32200f6cc97a7ed79dd8ae4dc26" "site/built/Ethical-and-security-considerations.md" "2024-10-23"
"episodes/introduction-ai-coding.md" "03f41b23fc0882eb16a4a26bb2c4ebe4" "site/built/introduction-ai-coding.md" "2024-10-23"
"episodes/code-generation-optimization.md" "9c6bfc43001d3205c2e87d15d176e890" "site/built/code-generation-optimization.md" "2024-10-23"
"episodes/enhancing-coding-efficiency.md" "ebee675ad95b537443940b336333c9e4" "site/built/enhancing-coding-efficiency.md" "2024-10-23"
"episodes/ethical-and-security-considerations.md" "5975f32200f6cc97a7ed79dd8ae4dc26" "site/built/ethical-and-security-considerations.md" "2024-10-23"
"instructors/instructor-notes.md" "d96cb9e76302dee237d0897fb5c1b1a7" "site/built/instructor-notes.md" "2024-09-13"
"learners/reference.md" "86cca05410972bf6feb3e65095c6c89b" "site/built/reference.md" "2024-10-23"
"learners/setup.md" "5456593e4a75491955ac4a252c05fbc9" "site/built/setup.md" "2024-01-26"
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