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CS University of California, Santa Cruz

Bayesian Statistics

20.759 students enrolled TR Subtitles
This Specialization is intended for all learners seeking to develop proficiency in statistics, Bayesian statistics, Bayesian inference, R programming, and much more. Through four complete courses (From Concept to Data Analysis; Techniques and Models; Mixture Models; Time Series Analysis) and a culminating project, you will cover Bayesian methods — such as conjugate models, MCMC, mixture models, and dynamic linear modeling — which will provide you with the skills necessary to perform analysis, engage in forecasting, and create statistical models using real-world data.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION2 ay

What you'll learn

  • Bayesian Statistics
  • Probability Distribution
  • Probability
  • Statistical Inference
  • Regression Analysis
  • Data Analysis
  • Statistical Software
  • Statistical Visualization
  • R (Software)
  • Analytical Skills
  • Data Modeling
  • Microsoft Excel

Course Content

5 topics
  1. Kurs 1 Bayesian Statistics: From Concept to Data Analysis
  2. Kurs 2 Bayesian Statistics: Techniques and Models
  3. Kurs 3 Bayesian Statistics: Mixture Models
  4. Kurs 4 Bayesian Statistics: Time Series Analysis
  5. Kurs 5 Bayesian Statistics: Capstone Project

Details

  • ProviderUniversity of California, Santa Cruz
  • TypeCourse
  • CategoryData Science & AI
  • LevelIntermediate
  • Duration2 ay
  • LanguageEnglish

Öğrenenlerimiz ne diyor?

Türkiye'nin yüz akı üniversitelerince hazırlanan; akademik doyuruculuğa sahip eğitim içeriklerinin, etkileşimli videolarla bir araya getirildiği bir üniversiteden eğitim almak istiyorsanız doğru yerdesiniz.
Ramazan Bölükbaşı
Çok yoğun programı olan öğrenciler için büyük bir fırsat. Bir şeylerin gelişmesi değişmesi için çabalamalıyız.
Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.
Nazif Bayram

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