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4 changes: 2 additions & 2 deletions slides/01-introduction/slides.md
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Expand Up @@ -747,7 +747,7 @@ Le corpus de travaux pratiques (`MyIA.AI.Notebooks/`, mesuré au commit `f13b9aa
- **Probabilités** (chapitre 4) : `Probas/Infer/` (21 notebooks, inférence bayésienne, réseaux de décision, Infer.NET). Entrée : [Infer-1b-Premiers-Modeles](https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/Probas/Infer/Infer-1b-Premiers-Modeles.ipynb)
- **Jeux** (chapitre 5) : `GameTheory/` (96 notebooks, équilibres de Nash, jeux bayésiens, MARL, OpenSpiel). Entrée : [GameTheory-02-NormalForm](https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GameTheory/GameTheory-02-NormalForm.ipynb)
- **Apprentissage** (chapitre 6) : `ML/` (81 notebooks, classification, régression, renforcement, ML.NET). Entrée : [ML-Cours-2.1-Workflow](https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/ML/DataScienceWithAgents/02-ML-Cours/2.1-Workflow-ML.ipynb)
- **IA Générative** (chapitre 7) : `GenAI/` (20 Image + 31 Audio + 22 Video + 30 Texte = 103 notebooks, intégrations OpenAI/Anthropic/Semantic Kernel/Qwen). Entrée : [Texte-1_OpenAI_Intro](https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/1_OpenAI_Intro.ipynb)
- **IA Générative** (chapitre 7) : `GenAI/` (20 Image + 31 Audio + 22 Video + 30 Texte = 103 notebooks, intégrations OpenAI/Anthropic/Semantic Kernel/Qwen). Entrée : [Texte-01_OpenAI_Intro](https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/01_OpenAI_Intro.ipynb)
- **Trading** : `QuantConnect/` (211 notebooks, cours partenaire `partner-course-quant-trading/` + pipelines de recherche `ML-Training-Pipeline/`, stratégies backtestées via QC Cloud). Entrée : [research-ML-RandomForest](https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/QuantConnect/partner-course-quant-trading/kit-transitoire/01-ML-RandomForest/research.ipynb)

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Expand All @@ -769,7 +769,7 @@ Mesures `git ls-files` sur `main` à `f13b9aa73e7a` (commit de la PR #15051 amen
| GenAI/Image | 20 | GenAI-Image-01-Foundation | diffusion, ComfyUI, Qwen |
| GenAI/Audio | 31 | GenAI-Audio-01-Foundation | TTS, narration, VoiceDesign |
| GenAI/Video | 22 | GenAI-Video-01-Foundation | génération vidéo, animation |
| GenAI/Texte | 30 | Texte-1_OpenAI_Intro | OpenAI, Anthropic, Semantic Kernel |
| GenAI/Texte | 30 | Texte-01_OpenAI_Intro | OpenAI, Anthropic, Semantic Kernel |
| QuantConnect | 211 | research-ML-RandomForest | backtests QC Cloud, ML trading |
| **Total** | **902** | — | — |

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10 changes: 5 additions & 5 deletions slides/08-ia-generative/slides.md
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Expand Up @@ -482,7 +482,7 @@ class: genai-illustrated genai-sectors

</v-clicks>

<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/3_Structured_Outputs.ipynb">3_Structured_Outputs.ipynb</a>.</p>
<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/03_Structured_Outputs.ipynb">03_Structured_Outputs.ipynb</a>.</p>

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Expand All @@ -497,7 +497,7 @@ class: genai-illustrated genai-sectors

</v-clicks>

<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/4_Function_Calling.ipynb">4_Function_Calling.ipynb</a>.</p>
<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/04_Function_Calling.ipynb">04_Function_Calling.ipynb</a>.</p>

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Expand All @@ -512,7 +512,7 @@ class: genai-illustrated genai-sectors

</v-clicks>

<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/5_RAG_Modern.ipynb">5_RAG_Modern.ipynb</a>.</p>
<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/05_RAG_Modern.ipynb">05_RAG_Modern.ipynb</a>.</p>

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Expand Down Expand Up @@ -588,7 +588,7 @@ class: genai-illustrated genai-ecosystem-models

<div v-click="2" class="genai-visual hf-figure"><img src="./images/img_024.png" alt="Logo Hugging Face, plateforme de diffusion et d'inférence" /></div>

<p v-click="4" class="notebook-reference">Références : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/1_OpenAI_Intro.ipynb">1_OpenAI_Intro.ipynb</a>, <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/10_LocalLlama.ipynb">10_LocalLlama.ipynb</a> · modèles : <a href="https://platform.openai.com/docs/models">OpenAI Models API Reference</a>.</p>
<p v-click="4" class="notebook-reference">Références : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/01_OpenAI_Intro.ipynb">01_OpenAI_Intro.ipynb</a>, <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/10_LocalLlama.ipynb">10_LocalLlama.ipynb</a> · modèles : <a href="https://platform.openai.com/docs/models">OpenAI Models API Reference</a>.</p>

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Expand Down Expand Up @@ -748,7 +748,7 @@ flowchart LR

</v-clicks>

<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/9b_Prompt_Security_RedTeam.ipynb">9b_Prompt_Security_RedTeam.ipynb</a>.</p>
<p v-click="5" class="notebook-reference">Référence : <a href="https://github.com/jsboige/CoursIA/blob/main/MyIA.AI.Notebooks/GenAI/Texte/09b_Prompt_Security_RedTeam.ipynb">09b_Prompt_Security_RedTeam.ipynb</a>.</p>

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