Introduction to Computational Statistics for Data Scientists Specialization
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
Access provided by L4G Solutions Private Limited
2,896 already enrolled
3.9
(51 reviews)
Beginner level
Recommended experience
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
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
- Classification And Regression Tree (CART)
- Regression Analysis
- Statistics
- Statistical Programming
- Data Science
- Jupyter
- Markov Model
- Predictive Modeling
- Databricks
- Statistical Modeling
- Statistical Analysis
- Mathematical Software
- Simulations
- Probability Distribution
- Sampling (Statistics)
- Statistical Visualization
- Probability
- Statistical Inference
- Bayesian Statistics
- Python Programming
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
See how employees at top companies are mastering in-demand skills
Advance your subject-matter expertise
- Learn in-demand skills from university and industry experts
- Master a subject or tool with hands-on projects
- Develop a deep understanding of key concepts
- Earn a career certificate from Databricks
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."