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: NewStatus: PreviewSkills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation
Status: Free TrialJohns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Trigonometry, Mathematical Modeling, Algebra, Derivatives, Geometry
Status: NewGoogle Cloud
Skills you'll gain: Data Governance, Data Management, Data Architecture, Data Quality, Data Strategy, Information Management, Metadata Management, Governance, Data Security, Data Integration, Google Cloud Platform, Identity and Access Management
Status: NewStatus: PreviewSkills you'll gain: Salesforce, Data Mapping, Advanced Analytics, Data Integration
Status: NewStatus: Free TrialSkills you'll gain: MongoDB, Data Transformation, Customer Analysis, Data Analysis, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Data Maintenance, Pandas (Python Package), Database Design, Data Validation, Financial Data, Data Import/Export, Database Management, Databases, Data Pipelines, Data Access, Query Languages, Performance Tuning
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Applied Mathematics, Estimation, Numerical Analysis, Calculus, Engineering Calculations, Mathematical Modeling, Operations Research, Derivatives, Algebra
Status: Free TrialGoogle Cloud
Skills you'll gain: Google Gemini, Customer Insights, Customer Analysis, Customer Data Management, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Marketing Strategies, Machine Learning Methods, Predictive Analytics, Forecasting, Query Languages
Status: Free TrialSkills you'll gain: Data Warehousing, Extract, Transform, Load, Apache Airflow, Linux Commands, SQL, IBM Cognos Analytics, Data Pipelines, Apache Kafka, Bash (Scripting Language), Shell Script, Data Visualization, Dashboard, File Management, Star Schema, IBM DB2, Business Intelligence, Interactive Data Visualization, Relational Databases, Stored Procedure, Databases
Status: PreviewSkills you'll gain: Data Management, Cloud Storage, Cloud Computing Architecture, Serverless Computing
Status: Free TrialSkills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Classification Algorithms, Data Preprocessing, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Science, Statistical Hypothesis Testing, Supervised Learning, Statistical Methods, Data Structures
Status: NewStatus: Free TrialSkills you'll gain: Maintainability
Skills you'll gain: Presentations, Sales Presentations, Sales Presentation, Data Visualization, Productivity Software, Design
In summary, here are 10 of our most popular data mining courses
- SQL in Action: Querying, Aggregating, and Joining Data: Coursera
- Calculus through Data & Modeling: Differentiation Rules: Johns Hopkins University
- Data Governance with Dataplex Universal Catalog: Google Cloud
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
- Python NoSQL Data Engineering with MongoDB: EDUCBA
- Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
- Gemini for Data Scientists and Analysts: Google Cloud
- BI Foundations with SQL, ETL and Data Warehousing: IBM
- Build a Data Warehouse in AWS: Edureka
- Introduction to Data Science and scikit-learn in Python: LearnQuest
