Slides: bases

slides/00-hello.reveal.js

+<link rel="stylesheet" href="/node_modules/reveal.js/dist/reveal.css">
+<link rel="stylesheet" href="/node_modules/reveal.js/dist/theme/black.css">
+import Reveal from 'reveal.js';
+import Markdown from 'reveal.js/plugin/markdown/markdown.esm.js';
+
+let deck = new Reveal({
+   plugins: [ Markdown ]
+})
+deck.initialize();
\ No newline at end of file

slides/01-intro.marp.md

+---
+marp: true
+theme: uncover
+color: #eee
+colorSecondary: #333
+backgroundColor: #111
+paginate: true
+---
+
+# <!-- fit --> Hello World
+
+ROBOTS ARE UPRISING. WHAT SIDE ARE YOU ON?
+
+---
+
+### On va parler de 
+# <!-- fit --> Machine Learning
+
+---
+
+## Mais pas comme ça
+
+<br />
+
+$$ I_{xx}=\int\int_Ry^2f(x,y)\cdot{}dydx $$
+
+<br />
+
+#### (Le moins possible)
+
+---
+
+## Ni comme ça
+
+![bg right](https://uproxx.com/wp-content/uploads/2015/05/angry-bender.jpg?w=650)
+
+
+###### - [the Fallacy of generalization from Fictional evidence](https://www.lesswrong.com/posts/rHBdcHGLJ7KvLJQPk/the-logical-fallacy-of-generalization-from-fictional)
+
+--- 
+
+## Encore que...
+
+![bg right grayscale](https://uproxx.com/wp-content/uploads/2015/05/angry-bender.jpg?w=650)
+
+###### - [AGI Ruin: A List of Lethalities](https://www.lesswrong.com/posts/uMQ3cqWDPHhjtiesc/agi-ruin-a-list-of-lethalities)
+
+--- 
+
+## On va parler des derniers succès
+
+#### - [Meta AI Research: CICERO](https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/)
+
+![bg left](./img/01-cicero.png)
+
+--- 
+
+## Et d'échecs intéressants
+
+##### - [MIT Tech review:  100s of AI tools built for covid... None helped.](https://www.technologyreview.com/2021/07/30/1030329/machine-learning-ai-failed-covid-hospital-diagnosis-pandemic/)
+
+![bg left 100%](./img/01-covid-failed.png)
+
+----
+
+## Mais aussi de révolutions en cours
+
+
+##### - [Midjourney](fixme)
+
+![bg left](./img/01-midjourney.png)
+
+---
+
+### Comment le ML peut raconter des histoires 
+
+##### - [fixme ai dungeon](https://openai.com/blog/jukebox/)
+
+![bg left 100%](./img/01-jukebox.png)
+
+----
+
+### Comment elles nous comprennent
+
+
+##### - [OpenAI Jukebox: a neural net that generates music, including rudimentary singing](https://openai.com/blog/jukebox/)
+
+![bg left 100%](./img/01-jukebox.png)
+
+----
+
+## Comment vous pourriez les comprendre
+
+--- 
+
+## Et comment leur faire faire ce que vous voulez
+
+---
+
+<!--
+_backgroundColor: white
+_color: black
+-->
+<br />
+
+## Qui suis-je?
+
+<!-- Vous pouvez me contacter -->
+
+### Paul-Louis Nech
+- ###### ✉ formation@nech.pl
+- ###### 🔗 LinkedIn.com/in/PLNech
+- ###### 💡 GitHub.com/PLNech
+
+![bg right grayscale](./img/01-me.jpg)
+
+---
+
+<!--
+_backgroundColor: white
+_color: black
+-->
+<br />
+
+## Parcours
+
+- #### EPITA 2016 | MTI
+- #### Software Engineer @Algolia
+- #### ML Engineer @Algolia
+![bg right](./img/01-me2.jpg)
+
+---
+
+## C'est quoi ce cours ?
+<!-- Plan du cours / TDs / eval -->
+<!-- Format / interactions welcome -->
+---
+
+# Les bases 
+
+## C'est quoi apprendre ?
+Le par-coeur, un problème ? 
+Guessing the teachers password 
+Learning to forget
+Comment je sais ce que je sais pas ? 
+
+## Failures of ML 
+MIT COVID FAILS 
+Gaming the game: IAs flemmardes
+Short-term goals vs long-term goals 
+Dangerous goals : Paperclip maximizer? 
+
+## C'est quoi du ML ? 
+Un thermostat ? 
+Sacs de ifs
+Amazon mechanical turk
+Elisa? Turing test ? 
+Akinator ? 
+Quelles limites aux possibilités du ML ? 
+Andrew ng's quote on limits 
+
+## Formalisme: features 
+## métriques 
+Supervisé ou non 
+
+
+
+## Pionniers & Penseurs
+
+### Turing
+
+### Dartmouth
+
+### Summer
+
+### Yann LeCun
+
+### Andrew Ng
+
+### Yudkowsky 
+
+### 
+## Adversarial perturbations 
+
+
+## Méthodes 
+### Train/test/val split
+
+## Outils
\ No newline at end of file

slides/package.json

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+  "name": "ml101-slides",
+  "version": "1.0.0",
+  "description": "Slides pour le cours ML101@INTECH 2022-2023",
+  "main": "index.js",
+  "author": "PLN",
+  "license": "MIT",
+  "private": false,
+  "dependencies": {
+    "reveal.js": "^4.4.0"
+  }
+}

slides/yarn.lock

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