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: Disaster Recovery, Google Cloud Platform, Load Balancing, Cloud Infrastructure, Google App Engine, Business Continuity, Kubernetes, Identity and Access Management, Cloud Computing Architecture, Managed Services, Infrastructure As A Service (IaaS), Virtual Networking, Data Storage, Site Reliability Engineering, Cloud-Native Computing, Cloud Computing, Cloud Applications, Big Data, Containerization, Cloud Services
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Google App Engine, Application Deployment, Cloud Infrastructure, Kubernetes, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Big Data, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Mediation, Sales Strategy, Arbitration, Communication, Influencing, Planning, Decision Making, Ethical Standards And Conduct, Cultural Diversity
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Apache Spark, Large Language Modeling, PyTorch (Machine Learning Library), Model Evaluation, Retrieval-Augmented Generation, Supervised Learning, LLM Application, Unsupervised Learning, Computer Vision, PySpark, Generative Model Architectures, Keras (Neural Network Library), Convolutional Neural Networks, Generative AI, Deep Learning, Applied Machine Learning, Machine Learning, Python Programming, Data Science
Build toward a degree
Intermediate · Professional Certificate · 3 - 6 Months

University of Michigan
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Visualization, Data Visualization Software, Histogram, Statistics, Jupyter, Matplotlib, Probability & Statistics, Data Analysis, Box Plots, Exploratory Data Analysis, Statistical Analysis, Statistical Inference, Data Manipulation, Python Programming, Data Management
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: File I/O, Java Programming, Software Design, Computer Programming, Software Engineering, Javascript, Encryption, Algorithms, AI Personalization, Software Development, Data Processing, Problem Solving, Data Preprocessing, Classification Algorithms, Integrated Development Environments, Program Development, Data Ethics, Debugging, Cascading Style Sheets (CSS), Data Analysis
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Exploratory Data Analysis, Statistical Hypothesis Testing, Sampling (Statistics), Probability & Statistics, Linear Algebra, Bayesian Statistics, Probability Distribution, Statistical Machine Learning, Data Science, Probability, NumPy, Applied Mathematics, Dimensionality Reduction, Data Transformation, Calculus, Numerical Analysis, Machine Learning Algorithms, Machine Learning, Data Manipulation
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Kubernetes, Disaster Recovery, Google Cloud Platform, Load Balancing, Cloud Infrastructure, Jenkins, Google App Engine, Business Continuity, Docker (Software), Containerization, Identity and Access Management, CI/CD, Cloud Computing Architecture, Application Deployment, Managed Services, Infrastructure As A Service (IaaS), Virtual Networking, Data Storage, Site Reliability Engineering, Infrastructure Architecture
Intermediate · Professional Certificate · 3 - 6 Months

Duke University
Skills you'll gain: Regression Analysis, Statistical Inference, Statistical Modeling, R Programming, Correlation Analysis, Statistical Analysis, Predictive Modeling, Data Analysis, Statistics, Exploratory Data Analysis, Model Evaluation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Natural Language Processing, Innovation, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scatter Plots, Data Visualization, Regression Analysis, Excel Formulas, Microsoft Excel, Data Analysis, Descriptive Statistics, Data Visualization Software, Analytics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Correlation Analysis, Statistics, Analysis, Exploratory Data Analysis, Pivot Tables And Charts, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, Regression Analysis, NumPy, Calculus, Applied Mathematics, Probability & Statistics, Artificial Neural Networks, Data Preprocessing, Statistical Analysis, Unsupervised Learning, Advanced Mathematics, Jupyter, Statistics, Machine Learning Algorithms, Algorithms, Python Programming, Machine Learning, Derivatives
Beginner · Specialization · 3 - 6 Months