Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.

O.P. Jindal Global University
Beginner · Course · 1 - 3 Months

Skills you'll gain: Frontend Performance, Data Persistence, Web Applications, User Interface (UI)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: HTML and CSS, Responsive Web Design, Web Design and Development, Hypertext Markup Language (HTML), Web Development, Web Applications, Interactive Data Visualization, Cascading Style Sheets (CSS), Web Design, Infographics, Javascript, Data Validation, Web Content, Animations
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Mergers & Acquisitions, Business Valuation, Bankruptcies, Corporate Finance, Corporate Strategy, Investment Banking, Market Analysis, Financial Modeling, Corporate Communications, Market Dynamics, Financial Analysis, Cash Flows, Governance
Mixed · Course · 1 - 3 Months
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: Data Migration, Database Administration, Database Management, Relational Databases, Google Cloud Platform, Database Development, Database Systems, Database Architecture and Administration, Database Theory, Dataflow, Query Languages, Database Design, Cloud Applications, Cloud Development, Data Pipelines, Scalability, Application Deployment, Transaction Processing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Service Management, Service Improvement, Quality Improvement, Service Design, Service Level, IT Service Management, Customer experience improvement, Self Service Technologies, Call Center Experience, Customer Service, Quality Management, IT Management, Customer experience strategy (CX), Intranet, Enterprise Application Management, Process Design, Systems Integration, Operations, Account Management, Interoperability
Intermediate · Course · 3 - 6 Months

Packt
Skills you'll gain: Cloud Standards, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Deployment, Security Architecture Review, Threat Modeling, Application Security, Cloud Infrastructure, Network Security, Threat Management, Cloud Platforms, Infrastructure As A Service (IaaS), Security Requirements Analysis, Platform As A Service (PaaS)
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Statistical Methods, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Sprint Retrospectives, Sprint Planning, Agile Methodology, Backlogs, Agile Project Management, Process Improvement, Project Documentation, Continuous Improvement Process, Document Management, Workflow Management, Project Scoping, Accountability, Document Control, Action Oriented, Decision Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Predictive Analytics, Predictive Modeling, Feature Engineering, Regression Analysis, Analytics, Data Analysis, Data Preprocessing, Data Quality, Data Cleansing, Data Integrity, Model Training, Data Wrangling, Data Validation, Data Transformation
Beginner · Course · 1 - 4 Weeks