Bayesian statistics courses can help you learn probability distributions, Bayesian inference, and statistical modeling. You can build skills in hypothesis testing, predictive analytics, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Stan, which are commonly used for implementing Bayesian methods and analyzing data. You'll also explore concepts like Markov Chain Monte Carlo (MCMC) techniques and Bayesian networks, equipping you with practical knowledge for data-driven decision-making in various fields.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Probability, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Model Evaluation, Data Ethics, Image Analysis, Computer Vision, Linear Algebra, Responsible AI, Applied Machine Learning, Machine Learning Algorithms, Decision Tree Learning, Probability
Credit offered
Mastertrack · 6 - 12 Months

Google Cloud
Skills you'll gain: Gemini, Exploratory Data Analysis, Prompt Engineering, Data Visualization Software, Google Cloud Platform, Data Cleansing, Data Transformation, Debugging, Query Languages
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, Statistical Inference, Machine Learning Methods, SQL, Model Deployment
Beginner · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Data Presentation, Cloud-Native Computing, Reinforcement Learning, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Project Risk Management, Artificial Intelligence, Generative AI, Cash Flows, Model Deployment, Probability & Statistics, Control Systems
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Responsible AI, Data Analysis, Data Preprocessing, Artificial Intelligence, Exploratory Data Analysis, Model Evaluation, Machine Learning, Technical Documentation, Data Validation
Intermediate · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Electrical Engineering, Professional Development
Earn a degree
Degree · 1 - 4 Years

Google Cloud
Skills you'll gain: Google Gemini, Exploratory Data Analysis, Data Pipelines, AI Workflows, Big Data, Google Cloud Platform, Data Transformation, Data Visualization Software, SQL, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Exploratory Data Analysis, Google Cloud Platform, Data Wrangling, Interactive Data Visualization, Generative AI, Debugging, SQL
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Model Evaluation, Google Cloud Platform, Machine Learning Methods, SQL
Beginner · Course · 1 - 4 Weeks
O.P. Jindal Global University
Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Sampling (Statistics), Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Marketing Management, Business Analytics, Financial Accounting, Predictive Analytics, Big Data, Operations Research, Pivot Tables And Charts, Data Cleansing, Emerging Technologies, People Management
Earn a degree
Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Web Analytics, Culture Transformation, Financial Statement Analysis, Digital Transformation, Market Dynamics, Capital Budgeting, Design Thinking, Descriptive Statistics, Predictive Analytics, Leadership and Management, Game Theory, Product Lifecycle Management, Microsoft Excel, Business Strategy
Earn a degree
Degree · 1 - 4 Years