AI Machine Learning with R & Python Projects

615 students enrolled
This Specialization equips learners with a strong foundation in machine learning, combining the statistical power of R with the flexibility of Python. Learners will progress from regression and classification to clustering, neural networks, and time series forecasting, while also mastering advanced preprocessing and model optimization. With a balance of theory and applied coding, participants will gain the ability to analyze, predict, and deploy machine learning models effectively. Designed for students, professionals, and aspiring data scientists, this program ensures learners can apply their knowledge to real-world scenarios with confidence.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION2 ay

What you'll learn

  • Probability Distribution
  • Classification Algorithms
  • Statistical Inference
  • Probability & Statistics
  • R Programming
  • Correlation Analysis
  • Machine Learning Algorithms
  • Statistical Modeling
  • Data Analysis
  • Statistical Analysis
  • Statistical Methods
  • R (Software)

Course Content

6 topics
  1. Kurs 1 Machine Learning with R: Build, Analyze & Predict
  2. Kurs 2 Advanced Machine Learning with R: Apply & Predict
  3. Kurs 3 Linear Regression with R: Build & Optimize
  4. Kurs 4 Machine Learning Projects in R with Caret
  5. Kurs 5 Machine Learning with Python & Statistics
  6. Kurs 6 Machine Learning in Python: Analyze & Apply

Details

  • ProviderEDUCBA
  • TypeCourse
  • CategoryData Science & AI
  • LevelBeginner
  • Duration2 ay
  • LanguageEnglish

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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
$49
CampusOnline Assistant
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