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.

Google Cloud
Skills you'll gain: Responsible AI, Cloud Security, Google Cloud Platform, Data Ethics, Generative AI, Information Privacy, Application Security, Artificial Intelligence, Data Security, Personally Identifiable Information, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Tensorflow, Safety and Security, Machine Learning, Data Quality
Intermediate · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative AI, Image Analysis, Generative Model Architectures, Deep Learning, Applied Machine Learning, Computer Vision
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dashboard, Looker (Software), Data Analysis, Data Cleansing, Data-Driven Decision-Making, Analytics, Data Visualization, Big Data, Business Analytics, Data Storytelling, Data Quality, Google Cloud Platform, Data Warehousing, Data Storage, SQL
Mixed · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Statistical Methods, Predictive Modeling, Responsible AI, Machine Learning, Data Quality, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Data Mining, Unsupervised Learning, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Probability, Statistical Inference, Statistical Hypothesis Testing, Service Level, Dimensionality Reduction, Data Warehousing, Statistical Machine Learning, Data Pipelines, Performance Testing, Data Science, Bash (Scripting Language), Statistical Methods
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Performance Tuning, Data Pipelines, Scalability, Hybrid Cloud Computing, Mobile Development Tools
Advanced · Course · 1 - 3 Months

Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Analytics, Data Processing, Data Mapping, Text Mining, Distributed Computing, Java, Debugging, Java Programming
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Database Design, Google Cloud Platform, NoSQL, Data Access, Big Data, Command-Line Interface
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Data Modeling, Machine Learning, Exploratory Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Modeling, Presentations, Collaborative Software, Business Architecture, Data Visualization, Entrepreneurship, Brainstorming, Value Propositions, Design Thinking, Graphic Design, Customer Analysis
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Machine Learning Methods, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Text Mining, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scripting Languages, Programming Principles, Debugging, Matlab, Computational Thinking, Numerical Analysis, Object Oriented Programming (OOP), Data Manipulation, Linear Algebra
Mixed · Course · 1 - 4 Weeks