Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Skills you'll gain: Data Integration, Microsoft Azure, Cloud Storage, Disaster Recovery, Data Architecture, Database Design, Data Infrastructure, Data Storage, Data Management, Cloud Security, Data Pipelines, NoSQL, Data Modeling, Encryption, Relational Databases, Scalability, Performance Tuning, Database Management
Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Cloud Computing Architecture, Cloud Computing, Scalability, Cloud Infrastructure, Cloud Platforms, Cloud Services, Solution Architecture, Infrastructure As A Service (IaaS), Public Cloud, Software Architecture, Enterprise Architecture, Platform As A Service (PaaS), Disaster Recovery, Site Reliability Engineering, Requirements Analysis
Beginner · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: Generative AI, MLOps (Machine Learning Operations), Continuous Monitoring, Predictive Modeling, Data Validation, Responsible AI, Google Cloud Platform, System Monitoring, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Large Language Modeling, Google Cloud Platform, Responsible AI, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Business Solutions, Data Access, Data Quality
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unreal Engine, Animation and Game Design, Video Game Development, Game Design, 3D Assets, Animations, 3D Modeling, Scripting, Development Testing
Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Social Determinants Of Health, Community Health, Health Disparities, Health Equity, Behavioral Economics, Consumer Behaviour, Business Modeling
Build toward a degree
Beginner · Course · 1 - 4 Weeks

H2O.ai
Skills you'll gain: LLM Application, Large Language Modeling, AI Product Strategy, Generative AI, Web Applications, Artificial Intelligence, Prompt Engineering, Agentic systems, Information Architecture, Application Programming Interface (API), Automation, Data Analysis
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Security Strategy, Responsible AI, Risking, Law, Regulation, and Compliance, Personally Identifiable Information, Threat Modeling, Data Security, Security Management, Information Assurance, Infrastructure Security, Cybersecurity, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

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

IIT Roorkee
Skills you'll gain: Communication Systems, Wireless Networks, Digital Communications, Telecommunications, Network Architecture, Emerging Technologies, Network Planning And Design, Algorithms, System Design and Implementation, Mathematical Modeling, Estimation
Intermediate · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, Google Cloud Platform, Large Language Modeling, Artificial Intelligence, Responsible AI, Machine Learning, Data Quality, Business Solutions
Beginner · Course · 1 - 4 Weeks