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.

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

Google Cloud
Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Google Cloud Platform, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, Data Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Identity and Access Management, Network Security, Cloud Security, Authorization (Computing), Data Loss Prevention, Data Security, Cloud Engineering, Google Cloud Platform, Firewall, Security Engineering, Security Controls, Virtual Private Networks (VPN), Virtual Networking, CI/CD, Encryption
Beginner · Course · 1 - 3 Months

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

Skills you'll gain: Data Persistence, Web Applications, User Interface (UI), User Experience Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, Workflow Management, Big Data, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), SQL, Predictive Modeling, Model Evaluation
Intermediate · 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

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: 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

Google Cloud
Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Model Deployment, Threat Modeling, Large Language Modeling, Application Security, Secure Coding, Security Controls, Data Security, System Configuration, Google Cloud Platform, Cloud API, API Design, Configuration Management
Beginner · Course · 1 - 3 Months