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.

Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Model Training, Google Cloud Platform, Data Preprocessing, Forecasting, Feature Engineering, Cloud Deployment, Data Transformation, Recurrent Neural Networks (RNNs), Model Optimization, Applied Machine Learning, Continuous Monitoring
Advanced · Course · 1 - 3 Months

Skills you'll gain: Data Integration, Data Import/Export, NumPy, Data Wrangling, Data Manipulation, Data Preprocessing, Pandas (Python Package), Data Pipelines, Data Transformation, Data Processing, Data Access, Data Structures, Numerical Analysis
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Time Management, Goal-Oriented, Productivity, Organizational Skills, Planning, Delegation Skills, Goal Setting, Personal Development, Prioritization, Negotiation, Waste Minimization, Multitasking, Scheduling, Motivational Skills, Resource Allocation, Strategic Prioritization, Self-Awareness, Analysis, Benchmarking, Decision Making
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Digital Transformation, Google Cloud Platform, Business Transformation, Cloud Management, Google Workspace, Cloud Applications, Collaborative Software, Leadership, Application Development, Cloud Platforms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Cloud Services, Model Training, Cost Management, Data Storage
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Training, Machine Learning Methods, Predictive Modeling, Sample Size Determination, Applied Machine Learning, Machine Learning Algorithms, Model Optimization, Statistical Modeling, Probability Distribution, Machine Learning, Analytics, Data Analysis, Analysis, Data Processing
Intermediate · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Balance Sheet, Income Statement, Financial Statements, Financial Statement Analysis, Financial Acumen, Operating Budget, Budget Management, Financial Data, Financial Accounting, Financial Analysis, Budgeting, Financial Reporting, Financial Management, Corporate Finance, Cash Flows, Financial Planning, Finance, Cash Management, Equities, Decision Making
Mixed · Course · 1 - 3 Months

Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Apache Spark, Apache Hadoop, Data Lakes, Big Data, Data Infrastructure, Linux Commands, Linux, File Systems, Data Management, Command-Line Interface, Data Processing, Data Storage, Software Installation, Distributed Computing, Scalability, System Configuration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Import/Export, Extract, Transform, Load, Google Cloud Platform, Data Warehousing, Database Design, Data Analysis
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Financial Statement Analysis, Financial Accounting, Corporate Finance, Financial Statements, Financial Analysis, Corporate Accounting, Financial Reporting, Finance, Income Statement, Accounting, Private Equity, Decision Making, Analysis, International Financial Reporting Standards, Literacy
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Control Systems, Mechanics, Mathematical Modeling, Engineering Analysis, Engineering Calculations, Engineering Design Process, Torque (Physics), Program Development
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: SAS (Software), Data Visualization, Plot (Graphics), Data Manipulation, Data Presentation, Data Analysis, Statistical Programming, Data Import/Export, Data Visualization Software, Statistical Software, Data Processing, SQL, Data Transformation, Code Reusability, Descriptive Statistics
Intermediate · Course · 1 - 3 Months