mardi 27 octobre 2015

IA - Supports de cours

Course: Introduction to Artificial Intelligence

Master 2: Software Engineering and Distributed Systems & Artificial Intelligence and Big Data

 

Retake exam (Correction)

https://drive.google.com/file/d/1qcomkaSYokMFhSHid2HJe5F6OsVpP8KY/view?usp=sharing

Exam correction (M2-GLSD)

https://drive.google.com/file/d/1De33A11h_HZzoiTT3-NbdyCmGYFCQDAv/view?usp=sharing

Exam correction (M1-AIBD)

https://drive.google.com/file/d/1jG1NqPfMEQp3vN67ibDMbhwmNh0xEeFo/view?usp=sharing

Graded assessments/Solutions 

https://drive.google.com/file/d/1Y6Gt8ayIL0yWjHDICA4MA8XVoAuDp5bm/view?usp=sharing

Final grades (See moodle.univ-dbkm.dz)

 

Course Material

English version:

Chapter 1: AI & Intelligent Agents

.pdf version

https://drive.google.com/file/d/19sfGGGYpH42YncaygUhSswUbUAS-Xwd0/view?usp=sharing

.ppt version

https://drive.google.com/file/d/1xP6H-7p7r-bCkxBYJKsUi6expTEFXOct/view?usp=sharing

 

Chapter 2: Problem-Solving

.ppt version

https://drive.google.com/file/d/1EEJ_l8y6N-P6hVWAXolNJhbPEs2Z5sUR/view?usp=sharing

Chapter 3: Constraints Satisfaction Problems

.ppt version

https://drive.google.com/file/d/1GX4RpMyLTCgtS8TmtD-bBjTAT-dIxnd1/view?usp=sharing
 

Chapter 4: Machine Learning and Classification

.ppt version 

https://drive.google.com/file/d/1tE0CdxxwxAQ3Nh53C4-41I7S3Do5S9sf/view?usp=sharing

Chapter 5: Probabilistic Reasoning

https://drive.google.com/file/d/1eKECmgOjfaWuWetMdVVji0hHM_bzs0rt/view?usp=sharing

Chapter 6: Intro to NLP

https://drive.google.com/file/d/1arysYBa5zRqtgfFBZkaD636WmeoqJoa-/view?usp=sharing

 

 

Old version (fr)

 
- Chapitre 1: Agents intelligents
https://drive.google.com/file/d/16t06Y6C7fLw3HxTX_2ZfgKGD94EzmSYX/view?usp=sharing

- Chapitre 2 : Algorithmes de recherche
https://drive.google.com/file/d/1hIbiKf_Hz5NEX3R2GuZArszm7CA5rni2/view?usp=sharing

- Chapitre 3 : Apprentissage automatique
https://drive.google.com/file/d/1bPv4T3bXL6o38AbWbmH-awMg0gd0HpkM/view?usp=sharing

- Chapitre 3 (Suite): Algorithme d'apprentissage par rétropropagation

https://drive.google.com/file/d/1mnHPThYP9AZKsJK4hf_GKv2u186IHrEz/view?usp=sharing

- Vidéo dernier cours (Réseaux de neurones artificiels)

https://drive.google.com/file/d/1nfpdw96PW7EQOHRx6PHvO8p1BvcbRdLR/view?usp=sharing 

- Chapitre 4 : Classification automatique
https://drive.google.com/file/d/1savlEO7-61_7AUdsxXK2Egvc6J7TcGqG/view?usp=sharing

- Chapitre 5 : Traitement automatique du langage naturel
https://drive.google.com/file/d/1C9RvlYfwUMrnqVB520vKMq2h8eOYzLze/view?usp=sharing

- Exemples TALN Python :
https://drive.google.com/file/d/1YQrEBFEAc8OL9TRueqpHcj1ft63i0ZFY/view?usp=sharing