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  • Data Mining

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


  • U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, R Programming, Advanced Analytics, Preventative Care, Statistical Modeling, Sample Size Determination, Regression Analysis, Statistical Machine Learning, Precision Medicine, Data Preprocessing, Statistical Methods

    4.6 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Building AI Cloud Apps with Microsoft Azure

    Skills you'll gain: GitHub Copilot, Responsible AI, Cloud Development, Microsoft Azure, Anomaly Detection, Image Analysis, Prompt Engineering, Prompt Patterns, Cloud Applications, Software Development, Text Mining, Unsupervised Learning, Cloud Deployment, Natural Language Processing, Data Store, Cloud Hosting, Data Storage, Computer Vision, Cloud Computing, Machine Learning

    4.4 stars, 790 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (790) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Build Intelligent Agents Using DeepSeek & N8N

    4 stars, 50 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (50) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Improving EHR System Effectiveness and Quality

    Skills you'll gain: Electronic Medical Record System, Health Information Management and Medical Records, Electronic Medical Record, Health Informatics, Data Integrity, Data Validation, Medical Records, Data Quality, Health Information Management, Clinical Documentation, Issue Tracking, Clinical Informatics, Data Maintenance, Health Systems, Technical Communication, End User Training and Support, Patient Safety, Record Keeping, Problem Management, Technical Support

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Advanced Measurement Strategies for Decision-Making

    Skills you'll gain: Regression Analysis, Performance Measurement, Sampling (Statistics), Statistical Analysis, Statistical Inference, Risk Management, Data Analysis, Estimation, Bayesian Statistics, Statistical Methods, Probability & Statistics, Risk Appetite, Statistics, Model Evaluation, Risk Analysis, Systems Of Measurement, Decision Making, Data Management, Leadership and Management, Leadership

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    GenAI Enhanced Financial Analysis

    Skills you'll gain: Financial Forecasting, Financial Analysis, Financial Statement Analysis, Variance Analysis, Financial Acumen, Financial Statements, Data Transformation, Forecasting, Power BI, Data Quality, Data Governance, Financial Data, Dashboard Creation, Revenue Forecasting, Dashboard, Time Series Analysis and Forecasting, Business Reporting, Anomaly Detection, Data Storytelling, Audit Working Papers

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Washington

    Machine Teaching for Autonomous AI

    Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis

    4.7 stars, 47 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (47) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    4.8 stars, 68 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (68) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources Management and Planning, People Management, Human Resources, Workforce Planning, Talent Management, Organizational Effectiveness, Performance Metric, Workforce Management, Analytics, Performance Appraisal, Staff Management, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Social Network Analysis, Performance Management, Collaboration

    4.6 stars, 6.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (6.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Red Hat

    Red Hat AI Technical Overview

    Skills you'll gain: OpenShift, Retrieval-Augmented Generation, Agentic systems, Red Hat Enterprise Linux, Agentic Workflows, AI Enablement, Model Context Protocol, AI Integrations, AI Orchestration, Tool Calling, Model Deployment, LLM Application, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Hybrid Cloud Computing, Artificial Intelligence, Model Optimization, Fine-tuning, Jupyter, Data Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Pearson

    Databases and the Cloud

    Skills you'll gain: Database Management Systems, Data Modeling, Cloud Infrastructure, Cloud Security, Databases, Management Information Systems, Cloud Computing, Database Systems, Security Awareness, Cloud Platforms, Database Management, Information Management, Cloud Computing Architecture, Database Design, Information Systems, Cloud Services, Cloud Solutions, Network Infrastructure, Network Model, Data Storage

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Clinical Data Management, Precision Medicine, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, Scientific Visualization, Large Language Modeling, LLM Application, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    4 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4 (11) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular data mining courses

  • Population Health: Predictive Analytics: Universiteit Leiden
  • Building AI Cloud Apps with Microsoft Azure: Microsoft
  • Build Intelligent Agents Using DeepSeek & N8N: Board Infinity
  • Improving EHR System Effectiveness and Quality: SkillUp
  • Advanced Measurement Strategies for Decision-Making: John Wiley & Sons
  • GenAI Enhanced Financial Analysis: Microsoft
  • Machine Teaching for Autonomous AI: University of Washington
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • People Analytics: University of Pennsylvania
  • Red Hat AI Technical Overview: Red Hat

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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