Probability Courses and Certifications

Prediction Models with Sports Data

36 ratings at Coursera

Learn to forecast sports game outcomes using Python, focusing on logistic regression modeling with team expenditure data. Apply and evaluate models for EPL, NBA, and NHL, exploring betting odds and analytics.

• Coursera
• 1 day 9 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Become a Data Analyst

Master data analysis skills, Python programming, and practical statistics to launch a successful career in data science with hands-on projects and industry-relevant curriculum.

• Udacity
• 25 weeks
• On-Demand
• Paid Course

Advanced Data Analysis with Power BI

Master Power BI for advanced data retrieval, analysis, and visualization. Learn statistics, M language, DAX functions, and create impactful reports to draw meaningful conclusions from complex datasets.

• Udacity
• 4 weeks, 5 hours a week
• On-Demand
• Paid Course

Introduction to Probability and Statistics for Machine Learning

Master essential probability and statistics concepts crucial for machine learning, from basic probability and descriptive statistics to hypothesis testing and linear regression analysis.

• CodeSignal
• On-Demand
• Free Certificate

Microcredential

Advanced Statistics for Data Science

Comprehensive exploration of probability, statistics, and linear models for aspiring biostatisticians and data scientists. Covers mathematical foundations, hypothesis testing, regression, and R programming.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

Microcredential

Data Literacy

Develop critical skills in interpreting statistical results through descriptive statistics, data visualization, measurement, regression modeling, and probability, enhancing your ability to evaluate quantitative analyses.

• Coursera
• 22 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Data Science Decisions in Time: Using Causal Information

Explore causal decision-making in data science, focusing on optimizing policies, pricing, and actions using causal structures and advanced analytical techniques for business, medical, and technological applications.

• Coursera
• 1 day 5 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Mathematical Methods for Quantitative Finance

Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R.

• edX
• 12 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Manufacturing Systems I

31 ratings at edX

Learn about manufacturing systems and ways to analyze them in terms of material flow and storage, information flow, capacities, and times and durations of events, especially random events.

• edX
• 8 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Finance

Comprehensive finance program covering modern finance, accounting, quantitative methods, and derivatives. Gain expertise for high-demand finance careers across industries. MIT Sloan-quality curriculum available online.

• edX
• 60 weeks, 10-14 hours a week
• On-Demand
• $2,250.00
• 4 courses

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Think Again III: How to Reason Inductively

362 ratings at Coursera

Learn to analyze inductive arguments, causal reasoning, and probability for better decision-making in everyday life. Develop critical thinking skills to evaluate evidence, assess explanations, and make informed choices.

• Coursera
• 24 hours
• On-Demand
• Free Online Course (Audit)

Delivery Problem

372 ratings at Coursera

Implement efficient Python programs for the traveling salesman problem, exploring exact and approximation algorithms while applying discrete mathematics concepts.

• Coursera
• 13 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Analysis with R

Comprehensive R-based data analysis training: from probability and statistics to regression modeling, with emphasis on practical application and effective communication of results.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Self-Driving Cars

Master autonomous vehicle technology through hands-on projects using CARLA simulator. Gain comprehensive understanding of state-of-the-art engineering practices and build your own self-driving software stack.

• Coursera
• 30 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses