Statistical analysis courses can help you learn data collection methods, hypothesis testing, regression analysis, and data visualization techniques. You can build skills in interpreting results, making predictions, and drawing conclusions from data sets. Many courses introduce tools such as R, Python, and Excel, that support performing statistical computations and creating visual representations of data.
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, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Workflow Management, Data Warehousing, Extract, Transform, Load, Data Integration, Data Quality, Data Validation, Performance Tuning, Operational Efficiency, Apache Spark, Big Data, Data Transformation, Serverless Computing, Scheduling, System Monitoring, Resource Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Distributed Computing, System Configuration, Data Management, Security Information and Event Management (SIEM), Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Cloud Infrastructure, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Infrastructure As A Service (IaaS), Applied Machine Learning, No-Code Development, Predictive Modeling, Data Preprocessing, Machine Learning, Model Evaluation, Natural Language Processing
Beginner · Course · 1 - 3 Months

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

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Generative AI, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Forecasting
Beginner · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: Data Pipelines, Google Cloud Platform, Data Processing, Data Storage, Cloud Engineering, Systems Design, Data Infrastructure, Data Management, Data Architecture, Data Integration, Data Analysis, Automation
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Virtual Networking, Network Monitoring, Google Cloud Platform, Network Troubleshooting, Computer Networking, Network Infrastructure, Network Performance Management, Virtual Machines, Network Analysis, Load Balancing
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Change Management, Stakeholder Engagement, Organizational Change, Workflow Management, Employee Training, Google Workspace, Training and Development, Stakeholder Analysis, Process Development, Organizational Strategy, Customer Success Management, Strategic Communication, Communication Strategies, Needs Assessment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: File Transfer Protocol (FTP), Transaction Processing, Integration Testing, Data Integration, Data Mapping, Data Validation, Test Case, Middleware, Systems Integration, Databases
Mixed · Course · 1 - 4 Weeks

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