Certificat Payant Débutant Science des Données

Certificat professionnel des fondations de la science des données de l'UC Berkeley

UC Berkeley

Apprenez les fondements de la science des données grâce à ce programme de trois cours basé sur la classe à la croissance la plus rapide de l'UC Berkeley, Data 8. Maîtrisez la pensée informatique avec Python, le raisonnement inférentiel et l'apprentissage automatique sans aucune expérience préalable requise.

Durée

4 months

Niveau

Débutant

Date limite

Pas de date limite

🌐 Langues disponibles: English
📅 Dernière mise à jour: 2026-03-24

📋 Prérequis

No prior statistics, computer science, or programming experience is expected. You only need a web browser and a desire to learn about data science. The program is designed for absolute beginners.

👥 À Qui S'adresse Ce Cours

  • Complete beginners interested in starting a data science journey
  • Students from any discipline who want to develop data literacy skills
  • Professionals in non-technical roles seeking to understand data-driven decision making
  • Educators looking to learn modern data science pedagogy

📚 Ce Que Vous Apprendrez

1

Computational Thinking with Python — Programming Fundamentals

2

Data Visualization and Exploratory Data Analysis

3

Inferential Thinking by Resampling — Hypothesis Testing and Confidence Intervals

4

Prediction and Machine Learning — Regression and Classification

5

Real-World Data Science Applications and Case Studies

🏛️ À propos de l'Institution — UC Berkeley

The University of California, Berkeley is a world-leading public research university. Its Division of Computing, Data Science, and Society (CDSS) pioneered undergraduate data science education, with Data 8 adopted by universities worldwide.

Fondée en

1868

Localisation

Berkeley, California, USA

Reconnaissance

QS World Ranking #10 (2026)

❓ Questions Fréquentes

Can I take the UC Berkeley Data Science Foundations certificate for free?
Yes, you can audit all three courses for free on the course platform with full access to lectures, assignments, and course materials. A verified certificate is available through financial aid — our step-by-step guide shows you how.
Is this program suitable for someone with no coding experience?
Absolutely. The program is based on UC Berkeley's Data 8 course, which was specifically designed for students with no prior programming or statistics background. It teaches Python from scratch alongside data science concepts.
How does this program compare to more advanced data science certificates?
This is an entry-level program ideal for building a strong foundation. It teaches core concepts that top universities like Yale, Cornell, and NYU have also adopted. It serves as an excellent stepping stone before pursuing more advanced programs.

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