Data Mining Courses
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.
Popular Data Mining Courses and Certifications
Status: Free TrialGoogle Cloud
Skills you'll gain: Data Pipelines, Dataflow, Workflow Management, Extract, Transform, Load, Data Transformation, Apache Airflow, Data Warehousing, Data Processing, Google Cloud Platform, Apache Hadoop, Apache Spark, Data Quality, Serverless Computing
Status: NewGoogle Cloud
Skills you'll gain: Data Pipelines, Google Cloud Platform, Extract, Transform, Load, Data Infrastructure, Data Processing, Data Migration, Data Lakes, Big Data, Data Storage, Data Transformation, Data Sharing, Command-Line Interface, Automation, Serverless Computing
Status: NewStatus: PreviewSkills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing
Status: Free TrialHoward University
Skills you'll gain: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation
University of Illinois at Urbana-Champaign
Status: Free TrialUniversità di Napoli Federico II
Skills you'll gain: NoSQL, Apache Hadoop, Apache Hive, Big Data, Database Systems, Artificial Intelligence, Databases, Distributed Computing, Data Processing, Scalability, Business Intelligence, Data Management
Status: Free TrialDuke University
Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Cloud Engineering, Command-Line Interface, Data Pipelines, CI/CD, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Test Automation, Algorithms
Status: NewStatus: PreviewSkills you'll gain: Data Import/Export, Microsoft Visual Studio, Microsoft Excel, R Programming, Data Processing, Data Cleansing
Skills you'll gain: Flutter (Software), Mobile Development, Cross Platform Development, Apple iOS, Android Development, UI Components, Web Development Tools
Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, JSON, Java, Docker (Software), Software Versioning
Skills you'll gain: Reconciliation, Dataflow, Google Cloud Platform, Big Data, Financial Data, Data Pipelines, Data Integration, Event Monitoring
Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Debugging, Performance Tuning, Serverless Computing, CI/CD, Unit Testing, Google Cloud Platform, Disaster Recovery, Integration Testing
In summary, here are 10 of our most popular data mining courses
- Building Batch Data Pipelines on GCP en Français: Google Cloud
- Einführung in Data Engineering in Google Cloud: Google Cloud
- Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
- Capstone: Data Science Problem in Linear Algebra Framework: Howard University
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
- A quick tour on Big Data and Business Intelligence: Università di Napoli Federico II
- Web Applications and Command-Line Tools for Data Engineering: Duke University
- First Steps in R: Importing and Exporting Data: Microsoft
- Working with Onscreen Data in a Flutter Application: Google Cloud
- Kafka for Developers - Data Contracts Using Schema Registry: Packt
