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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


  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    C Programming: Advanced Data Types - 5

    Skills you'll gain: C (Programming Language), Embedded Systems, Data Structures, Embedded Software, Programming Principles, Computer Engineering, System Programming, Algorithms, Computer Programming, Computer Programming Tools, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Observational Methods and Qualitative Data Analysis

    Skills you'll gain: Qualitative Research, Case Studies, Interviewing Skills, Data Analysis, Research Methodologies, Social Sciences, Research, Data Collection, Cultural Diversity, Psychology, Anthropology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    N

    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modeling: Limits & Derivatives

    Skills you'll gain: Calculus, Mathematical Software, Data Analysis, Mathematical Theory & Analysis, Derivatives, Graphing, Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    209 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Data Strategy, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Business Transformation, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Product Marketers: Data-Driven Campaigns

    Skills you'll gain: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Product Marketing, Marketing, Advertising Campaigns, Performance Measurement, Marketing Automation, Generative AI, Target Audience, Google Ads, Predictive Analytics, AI Enablement, ChatGPT, Analytics, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Edureka

    Gen AI for Data Privacy & Protection

    Skills you'll gain: Generative AI, Technology Solutions, Security Awareness, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Data Analysis and Visualization with Python

    Skills you'll gain: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Data Management, Microsoft Azure, Real Time Data, Metadata Management, Data Architecture, Event-Driven Programming, Personally Identifiable Information, Operational Databases, Identity and Access Management, Power BI, Data Modeling, Security Controls, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, Azure Active Directory, System Monitoring, Enterprise Architecture, Taxonomy, Hybrid Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mastering Data Visualization in Microsoft PowerPoint

    Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office

    4.8
    Rating, 4.8 out of 5 stars
    ·
    29 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    Northeastern University

    Healthcare Data Management and Information Systems

    Skills you'll gain: Health Informatics, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Care Administration, Digital Transformation, Healthcare Industry Knowledge, Health Care Procedure and Regulation, Emerging Technologies, Information Privacy, Data Management, Technology Strategies, Cybersecurity, Data Security, Platform As A Service (PaaS), Innovation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark

    Skills you'll gain: Apache Spark, Scala Programming, Distributed Computing, Big Data, Data Manipulation, Data Processing, Performance Tuning, Data Persistence, SQL, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.6K reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular data mining courses

  • C Programming: Advanced Data Types - 5: Dartmouth College
  • Observational Methods and Qualitative Data Analysis: American Psychological Association
  • Machine Learning with Small Data Part 2: Northeastern University
  • Calculus through Data & Modeling: Limits & Derivatives: Johns Hopkins University
  • Data Science for Agile Decision-Making: Duke University
  • GenAI for Product Marketers: Data-Driven Campaigns: Coursera
  • Gen AI for Data Privacy & Protection: Edureka
  • Data Analysis and Visualization with Python: Arizona State University
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Mastering Data Visualization in Microsoft PowerPoint: Coursera

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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