- From openclassrooms.com
Exploitez des données textuelles
- Self-paced
- Free Access
- Fee-based Certificate
- 3 Sequences
- Introductive Level
Course details
Syllabus
Partie 1 - Traitez des données textuelles
1. Explorez des données texte
2. Nettoyez et normalisez des données texte
Activité : Effectuez un nettoyage et une analyse exploratoire de données texte
Partie 2 - Transformez des données textuelles
1. Représentez votre corpus en "bag of words"
2. Effectuez des plongements de mots (word embeddings)
3. Modélisez des sujets avec des méthodes non supervisées
Quiz : Partie 2
Partie 3 - Effectuez une classification de données textuelles
1. Opérez une première classification naïve de sentiments
2. Allez plus loin dans la classification de mots
3. Traitez le langage à l'aide de réseaux de neurones
Activité : Classifiez du texte
Certificat de réussite
Prerequisite
None.
Instructors
Yannis Chaouche
Ingénieur Machine Learning - Professeur @ OpenClassrooms
Editor
CentraleSupélec is the result of the merger of the Ecole Centrale Paris and the Supélec. The collaboration between the two Colleges of engineering begun in 1969 with the introduction of the joint competitive entrance exam. Since 2009, the Ecole Centrale Paris and Supélec have continually strengthened their partnerships and collaborations with the aim of encompassing the whole of their activities (engineering education, research and post graduate programs) and confirmed their shared values of excellence, innovation, entrepreneurship, internationalization and leadership. Today CentraleSupélec aims to become a reference in the field of engineering and systems sciences and a leading engineering College in the area of higher education and research, ranked amongst the best institutions in the world.
Platform
OpenClassrooms (formerly Le site du Zéro or SdZ) is a website that offers courses about computer science and entrepreneurship. Online courses can be made both by site staff, professors of universities or colleges partner as by its members.
Today, courses are available in several formats: MOOC (Massive Open Online Course), web text, e-book, book and video. The company delivers certifications for certain courses, including one recognized by the state in partnership with IESA multimedia.
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