Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Personally Identifiable Information, Google Cloud Platform, Cloud Security, Safety and Security, Artificial Intelligence, Generative AI
Intermediate · Course · 1 - 3 Months

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

Google Cloud
Skills you'll gain: Google Cloud Platform, Relational Databases, Database Management, Databases, Data Migration, Operational Databases, Database Architecture and Administration, Query Languages, Cloud Computing Architecture, Distributed Computing, System Monitoring, Terraform, Dataflow, Data Maintenance, Application Deployment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Cloud Security, Identity and Access Management, Google Cloud Platform, Data Processing, Cloud Storage, Data Storage Technologies, Distributed Computing, Data Transformation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Model Deployment, MLOps (Machine Learning Operations), Data Quality
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dataflow, Apache Kafka, Google Cloud Platform, Data Pipelines, Real Time Data, Cloud Services, Big Data, Managed Services, Data Processing, Analytics, Extract, Transform, Load, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: DevSecOps, Identity and Access Management, Cloud Security, Data Security, Encryption, Security Controls, Network Security, Cloud Computing Architecture, Virtual Networking, CI/CD, Key Management, Firewall, Continuous Monitoring
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Analysis, Data Preprocessing, Artificial Intelligence, Exploratory Data Analysis, Model Evaluation, Machine Learning, Technical Documentation, Data Validation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cyber Threat Intelligence, Cyber Threat Hunting, Threat Detection, Threat Management, MITRE ATT&CK Framework, Incident Response, Google Gemini, Computer Security Incident Management, Continuous Monitoring, Interactive Data Visualization, Infrastructure Security, Risk Management Framework
Intermediate · Course · 1 - 3 Months

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

Google Cloud
Skills you'll gain: AI Security, LLM Application, Large Language Modeling, Open Web Application Security Project (OWASP), Threat Modeling, Security Testing, Security Controls, Security Requirements Analysis, Data Security, Google Cloud Platform, Cloud API, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months