Probability Distributions Courses and Certifications

Random Walks

5 ratings

The goal of this tutorial is to outline some elementary, but beautiful aspects of random walks.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

Statistical Methods for Computer Science

5 ratings at Coursera

Master advanced probability and statistical modeling techniques for data analysis, from fundamental concepts to computational methods, using R programming for real-world applications.

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Foundations of Probability and Random Variables

Master fundamental probability concepts and random variable analysis while gaining practical R programming skills for data science and statistical modeling applications.

• Coursera
• 2 days 1 hour 8 minutes
• Self-Paced
• Paid Course

Data Science Decisions in Time: Using Data Effectively

Learn to make optimal decisions using data streams, from simple to complex, covering Wald's model, Thompson sampling, change points, Markov chains, and Markov decision processes for effective data analysis and decision-making.

• Coursera
• 1 day 1 hour 10 minutes
• Self-Paced
• Paid Course

Statistics for International Business

317 ratings at Coursera

Introduces core statistical concepts for business, covering data presentation, probability, and estimation. Develops essential skills for international business and MBA studies through practical examples and self-assessment.

• Coursera
• 12 hours 23 minutes
• Self-Paced
• Paid Course

Career Certificate

Managerial Economics & Business Analysis Graduate Certificate

Identify firm and country-level economic factors that impact business decisions, develop an analytical framework using statistical tools, and apply economic theory and data in the analysis of the business environment and trends to make effective decision…

• Coursera
• Self-Paced
• Paid Course

Probability, Statistical Inference and Regression Analysis

Master probability distributions, statistical inference, and regression analysis through modern applications including bootstrapping, big data, and data visualization techniques.

• Coursera
• 14 hours 40 minutes
• Self-Paced
• Paid Course

Introduction to Reliability Engineering

4246 ratings at Udemy

Learn reliability engineering tools to reduce failures, improve product performance, and ensure quality

• Udemy
• 4 hours 57 minutes
• Self-Paced
• Paid Course

Statistical Estimation for Data Science and AI

96 ratings at Coursera

Learn statistical inference, sampling distributions, and confidence intervals. Explore estimation methods, construct good estimators, and develop confidence intervals for various settings. Gain practical skills for data analysis and interpretation.

• Coursera
• 1 day 5 hours 23 minutes
• Self-Paced
• Paid Course

Probabilistic Deep Learning with TensorFlow 2

109 ratings at Coursera

Explore probabilistic deep learning with TensorFlow Probability, covering distributions, Bayesian neural networks, normalizing flows, and variational autoencoders. Gain hands-on experience through coding tutorials and a capstone project.

• Coursera
• 2 days 4 hours 34 minutes
• Self-Paced
• Paid Course

Managing, Describing, and Analyzing Data

35 ratings at Coursera

Learn to classify, visualize, and analyze data using R. Master descriptive statistics, probability distributions, sampling techniques, and hypothesis testing for informed decision-making and statistical inference.

• Coursera
• 17 hours 49 minutes
• Self-Paced
• Paid Course

Managing Uncertainty in Marketing Analytics

68 ratings at Coursera

Explore methods to incorporate uncertainty in marketing decisions, including Monte Carlo simulations and probability distributions, to anticipate outcomes and make informed choices.

• Coursera
• 11 hours 51 minutes
• Self-Paced
• Paid Course

Defining, Describing, and Visualizing Data

15 ratings at Coursera

Learn to analyze and visualize data effectively, using tools like RStudio and ROIStat to make informed decisions and solve problems in engineering and technical fields.

• Coursera
• 9 hours 21 minutes
• Self-Paced
• Paid Course

Statistics for Data Analysis Using R

2644 ratings at Udemy

Learn Programming in R & R Studio • Descriptive, Inferential Statistics • Plots for Data Visualization • Data Science

• Udemy
• 12 hours 26 minutes
• Self-Paced
• Paid Course

Certified Quality Engineer Training

2540 ratings at Udemy

Comprehensive Certified Quality Engineer (CQE) Exam Preparation Course (Latest 2022 Body of Knowledge) + 894 Questions

• Udemy
• 1 day 13 hours 41 minutes
• Self-Paced
• Paid Course