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
University of Illinois at Urbana-Champaign
Status: Free TrialAutomatic Data Processing, Inc. (ADP)
Skills you'll gain: Payroll, Payroll Processing, Payroll Administration, Payroll Tax, Payroll Systems, Payroll Reporting, Tax Management, Labor Compliance, Compensation Management, Accounts Payable, Human Resources Information System (HRIS), Non-Profit Accounting, Data Entry, Payment Processing and Collection, Tax Compliance, Workforce Management, Customer Service, Benefits Administration, Labor Law, Data Analysis
Status: Free TrialGoogle Cloud
Skills you'll gain: Dataflow, Data Pipelines, Apache Spark, Workflow Management, Data Transformation, Extract, Transform, Load, Google Cloud Platform, Serverless Computing, Data Quality, PySpark, Data Warehousing, Data Processing, Data Management
Skills you'll gain: MySQL, MySQL Workbench, SQL, Data Manipulation, Database Management, Query Languages
Google Cloud
Skills you'll gain: Dashboard, Data Sharing, Cloud Computing, Big Data, Data Access, Google Cloud Platform, Data Visualization, Data Management
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Big Data, Cybersecurity, Pedagogy, Data Security, Cryptography, Information Privacy, Encryption, Responsible AI, AI Personalization, Computer Science, Information Technology, Web Applications, Web Servers, Machine Learning, Supervised Learning
Skills you'll gain: Dataflow, Data Pipelines, Debugging, Data Processing, System Monitoring, CI/CD, Serverless Computing, Unit Testing, Performance Tuning, Disaster Recovery, Integration Testing
Status: PreviewNanjing University
Skills you'll gain: Data Analysis, Statistical Analysis, Financial Data, Data Presentation, Data Processing, User Interface (UI), Object Oriented Programming (OOP), Data Capture, Pandas (Python Package), NumPy, Python Programming, Graphical Tools, Data Manipulation, Matplotlib, Data Preprocessing
Google Cloud
Skills you'll gain: Looker (Software), Spatial Data Analysis, Data Import/Export, Data Visualization, Query Languages, Data Integration, Data Mapping, Big Data, Geographic Information Systems
Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, JSON, Java, Docker (Software), Software Versioning
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
In summary, here are 10 of our most popular data mining courses
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
- ADP Entry-Level Payroll Specialist: Automatic Data Processing, Inc. (ADP)
- Building Batch Data Pipelines on GCP en Français: Google Cloud
- Sort and Filter Data in SQL using MySQL Workbench: Coursera
- Analytics as a Service for Data Sharing Partners: Google Cloud
- Teaching Impacts of Technology: Data Collection, Use, and Privacy: University of California San Diego
- Serverless Data Processing with Dataflow: Operations - 日本語版 : Google Cloud
- 用Python玩转数据 Data Processing Using Python: Nanjing University
- Export Data from Google Earth Engine to BigQuery: Google Cloud
- Kafka for Developers - Data Contracts Using Schema Registry: Packt
