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.

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

Google Cloud
Skills you'll gain: Google Cloud Platform, Generative AI, Cloud Applications, Vector Databases, Database Application, NoSQL, Scalability, Databases, Database Theory, Database Management Systems, Data Structures, Relational Databases, Transaction Processing, Data Migration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, SAS (Software), Query Languages, Data-Driven Decision-Making, Data Processing, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Event-Driven Programming, Web Applications, Application Development, Web Design and Development, Javascript, Hypertext Markup Language (HTML), JavaScript Frameworks, Front-End Web Development, Transaction Processing, Data Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Application Design, Dataflow, Code Reusability, Scalability, Software Architecture, Web Applications
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Chef (Configuration Management Tool), Infrastructure as Code (IaC), Cloud Infrastructure, Virtual Machines, Amazon Web Services, Amazon Elastic Compute Cloud, Devops Tools, IT Automation, Application Deployment, Cloud Computing, Nginx, Configuration Management, Remote Access Systems, Development Environment, Automation, System Configuration
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Estimation, Decision Making, Data-Driven Decision-Making, Data Literacy, Statistics, Plot (Graphics), Descriptive Analytics, Business Analytics, Data Visualization, Data Analysis Software, Statistical Software, Advanced Analytics, Data Preprocessing, Data Cleansing, Graphing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Web Design, Maintainability
Beginner · Course · 1 - 4 Weeks

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: Force.com, Performance Testing, Salesforce Development, Salesforce, Test Planning, Performance Stress Testing, Performance Tuning, Salesforce Object Query Language (SOQL), Performance Analysis, Test Tools, Performance Measurement, System Testing, Application Performance Management, Interactive Design, Frontend Performance, Process Optimization, UI Components, Performance Improvement, Build Tools, DevOps
Intermediate · Course · 1 - 3 Months