Statistical inference courses can help you learn hypothesis testing, confidence intervals, regression analysis, and data interpretation. You can build skills in analyzing sample data, making predictions, and drawing conclusions about larger populations. Many courses introduce tools like R and Python for statistical programming, as well as software for data visualization, which enhance your ability to apply statistical methods effectively.
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, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Analytics, Model Training, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Machine Learning, Machine Learning Algorithms
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI, Generative Model Architectures, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Google Cloud Platform, Machine Learning, Supervised Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: SAS (Software), SQL, Data Manipulation, Data Analysis Software, Query Languages, Data Wrangling, Data Processing, Data Transformation, Data Management
Intermediate · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: Analytics, Data Analysis, Google Cloud Platform, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Machine Learning Methods, Model Deployment
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: LinkedIn, Professional Networking, Interviewing Skills, Market Research, Personalized Campaigns, Recruitment, Storytelling, Concision, Technical Communication, Power BI, Project Portfolio Management, Expectation Management, Portfolio Management, R Programming
Beginner · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: Large Language Modeling, Generative AI, Generative AI Agents, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, Artificial Intelligence, Medical Science and Research, Supervised Learning, Machine Learning
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Large Language Modeling, Generative AI Agents, Generative AI, LLM Application, Artificial Intelligence, Prompt Engineering, Generative Model Architectures, Prompt Patterns, Prompt Engineering Tools, Supervised Learning, Multimodal Prompts, Google Cloud Platform, Machine Learning, AI literacy, Health Care
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, Machine Learning Methods, Google Cloud Platform, Model Deployment, Machine Learning, Machine Learning Algorithms, Predictive Modeling, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: TypeScript, React.js, Interviewing Skills, Development Environment, Javascript, Object Oriented Programming (OOP)
Beginner · Course · 1 - 4 Weeks