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: iOS Development, Application Design, Secure Coding, Data Modeling
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Machine Learning, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Embeddings, Vector Databases, Generative AI Agents, Generative AI, Natural Language Processing, Google Cloud Platform
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: AI Security, Model Deployment, LLM Application, Open Web Application Security Project (OWASP), Cloud API, Secure Coding, Security Controls, Large Language Modeling, Application Programming Interface (API), Security Engineering, Google Cloud Platform
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Google Gemini, Generative AI, Large Language Modeling, LLM Application, Responsible AI, Google Cloud Platform, Data Pipelines
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Apache Hadoop, Apache, Data Infrastructure, NoSQL, Big Data, Database Management Systems, Databases, Unix Shell, Data Storage, Data Storage Technologies, Database Design, Software Installation, Data Access, Data Modeling, Data Persistence, Systems Integration, System Configuration, Command-Line Interface, Enterprise Application Management, Scalability
Beginner · Course · 1 - 4 Weeks
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, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Graduate Certificate · 6 - 12 Months

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

Google Cloud
Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), LLM Application, AI Integrations, Large Language Modeling, Secure Coding, Security Controls, Vulnerability Assessments, Vulnerability Management, Safety and Security, Cloud API, Application Programming Interface (API), Application Development, System Configuration
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, Gemini, Google Gemini, Large Language Modeling, AI Workflows, Data Pipelines, Google Cloud Platform
Advanced · Course · 1 - 4 Weeks

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

Coursera
Skills you'll gain: Quantitative Research, Database Development, Model Optimization, Information Architecture, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming
Intermediate · Course · 1 - 4 Weeks