Introduction to Computational Statistics for Data Scientists Specialization

Practical Bayesian Inference. A​ conceptual understanding of the techniques and the tools used to perform scalable Bayesian inference in practice with PyMC3.

Instructor: Dr. Srijith Rajamohan

What you'll learn

  •   The basics of Bayesian modeling and inference.
  •   A conceptual understanding of the techniques used to perform Bayesian inference in practice.
  •   Learn how to use PyMC3 to solve real-world problems.

    • Skills you'll gain

  •   Regression Analysis
  •   Classification And Regression Tree (CART)
  •   Bayesian Statistics
  •   Jupyter
  •   Statistical Programming
  •   Sampling (Statistics)
  •   Probability Distribution
  •   Predictive Modeling
  •   Statistics
  •   Databricks
  •   Statistical Analysis
  •   Mathematical Software

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