This badge was issued to David Gitonga on 28 Mar 2022.

Data Science III - Machine Learning Algorithms
  • Type Learning
  • Level Advanced
  • Time Weeks
  • Cost Free
Additional Details

Data Science III - Machine Learning Algorithms

Issued by Colaberry

Data Science - III allows learners to dive deep into advanced regression, classification, and clustering models.

  • Type Learning
  • Level Advanced
  • Time Weeks
  • Cost Free
Additional Details

Skills

Earning Criteria

  • Bias Variance Tradeoff and Regularization - SVMs and Kernel Tricks - Decision Trees for Prediction - Random Forests - Advanced Tree Algorithms - Unsupervised Learning and K-means Clustering - DBScan and Dimensionality Reduction - Hierarchical Clustering