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IT Illinois Tech

Advanced Statistical Techniques for Data Science

1.405 students enrolled
This specialization provides a comprehensive understanding of advanced statistical techniques used in data science. Learners will explore linear regression, model diagnostics, variable selection, Bayesian statistics, and data preparation. The courses are designed to equip data scientists and researchers with the skills needed to analyze complex data sets and draw meaningful conclusions.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION4 ay

What you'll learn

  • Regression Analysis
  • R Programming
  • Statistical Inference
  • Data Analysis
  • Statistical Software
  • Statistical Methods
  • Linear Algebra
  • Statistical Analysis
  • R (Software)
  • Probability & Statistics
  • Statistical Modeling
  • Data Science

Course Content

5 topics
  1. Kurs 1 Linear Regression
  2. Kurs 2 Model Diagnostics and Remedial Measures
  3. Kurs 3 Variable Selection, Model Validation, Nonlinear Regression
  4. Kurs 4 Bayesian Computational Statistics
  5. Kurs 5 Data Preparation and Analysis

Details

  • ProviderIllinois Tech
  • TypeCourse
  • CategoryData Science & AI
  • LevelIntermediate
  • Duration4 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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