Data Science Resources

During this free course, you will fin a list of free data science resources to use.

S'inscrire gratuitement

1. Courses
2. Tutorials
3. Videos
4. Tools
1. Courses
2. Tutorials
3. Books
4. Articles
5. Videos
1. Courses
2. Tutorials
3. Graphics Principles Cheat Sheet
4. Tools
1. Courses
2. Tutorials
3. Books
4. Tools
1. Courses
2. Tutorials
3. Books
4. Articles
5. Tools
6. Aide-memoire
7. Selection of librairies
1. A/B Testing
2. Geospatial Analysis
3. Development Platforms
1. Courses
2. Books
3. Machine Learning (typical) pipeline
4. Tutorials
5. Regression
6. Time series
7. Classification
8. Machine Learning Algorithms
9. Unsupervised Learning
10. Anomaly Detection
11. Recommendation Systems
12. Ethics and Bias
13. Interpretation and Explainability
14. DataSets
15. More Resources
16. autoML
1. Courses
2. Books
3. Tools: TensorFlow / Keras
4. Tools: Pytorch / FastAI
5. Articles
6. Computer Vision
7. NLP
8. Transfer Learning
9. Visualization and Interpretation
10. Generative Models
11. Reinforcement Learning
12. Videos Collection
13. More Resources
1. Versioning
2. Coding
3. Document
4. Object oriented programming
5. Testing
6. Code review
1. Ressources sur Github
2. Machine Learning Pipeline
1. Notes préliminaires
2. Module 1: Compréhension du métier
3. Module 2: Données
4. Module 3: Exploration des données
5. Module 4: Préparation des données
6. Module 5: Modèlisation/Analyse
7. Module 6: Produit Data (MVP)
8. Module 7: Structuration et automatisation
9. Module 8: Évaluation et Déploiement
10. Module 9: Présentation de la solution
1. Transformers
2. Creative AI
3. Active Learning
4. Operationalization
1. Management
2. AI Strategy
3. Design thinking
4. Résolution de problème
5. Sujets Divers
1. Microsoft Azure Fundamentals

About this course

Gratuit
84 leçons
0 heures de contenu vidéo

uluumy

Data Science Resources

SQL

Maths: Probability, Statistics and Linear Algebra

Visualization and Storytelling

Python

Python for Data Science

Tools and Techniques for Data Scientist

The foundations of Machine Learning

Deep Learning

Software Engineering

MLops

Étapes d'un projet en Machine Learning

Practical topics

Think, Organize, Solve

Cloud

About this course