Regression analysis courses can help you learn statistical modeling, hypothesis testing, and data interpretation. You can build skills in understanding relationships between variables, making predictions, and assessing model accuracy. Many courses introduce tools like R, Python, and Excel, which are commonly used for performing regression analysis and visualizing data trends.
University of Colorado Boulder
Skills you'll gain: Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Exploratory Data Analysis, Dimensionality Reduction, Data Warehousing, Regression Analysis, Classification And Regression Tree (CART), Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

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

Google Cloud
Skills you'll gain: Responsible AI, Data Security, Security Strategy, Security Management, Information Assurance, Threat Modeling, Security Controls, Security Requirements Analysis, Cybersecurity, Security Engineering, Artificial Intelligence, Threat Detection, Machine Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Jupyter, Google Cloud Platform, SQL, Customer Relationship Management
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Data Pipelines, Exploratory Data Analysis, Google Cloud Platform, Data Transformation, Data Analysis, Generative AI, Prompt Engineering, SQL, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Google Gemini, Large Language Modeling, Prompt Engineering, Responsible AI, LLM Application, Google Cloud Platform, Big Data, Database Development
Advanced · Course · 1 - 4 Weeks

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

Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Cloud Solutions, Big Data, Machine Learning, Predictive Modeling, Data Processing, Natural Language Processing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Workflow Management, Artificial Intelligence, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Data Processing, Exploratory Data Analysis, Big Data, Data Transformation, Google Cloud Platform, Interactive Data Visualization, Generative AI, Prompt Engineering, Debugging, SQL
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Open Web Application Security Project (OWASP), Large Language Modeling, Vulnerability Assessments, Vulnerability Management, Application Security, Secure Coding, Security Controls, Safety and Security, Google Cloud Platform, Security Requirements Analysis, Cloud API, API Design, Application Development, System Configuration, Program Development
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Big Data, Business Intelligence, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), SQL, Data Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks