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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


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    Sage Publications

    Values-Based Leadership in Healthcare

    Skills you'll gain: Clinical Leadership, Leadership Studies, Organizational Leadership, Personal Attributes, Emotional Intelligence, Culture Transformation, Self-Awareness, Health Care Administration, Leadership and Management, Leadership Development, Leadership, Organizational Change, Organizational Effectiveness, Personal Integrity, Influencing, Health Administration, Health Systems, Healthcare Ethics, Health Care, Decision Making

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Foundations of Video Game Design: From Concept to Narrative

    Skills you'll gain: Game Design, Video Game Development, Ideation, Software Design Documents, Software Documentation, Conceptual Design, Storytelling, Animation and Game Design, Design Strategies, Creative Design, Game Theory, User Interface and User Experience (UI/UX) Design, Creativity, Music

    Beginner · Course · 1 - 4 Weeks

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    Sage Publications

    Communication Skills in Nursing, Health and Social Care

    Skills you'll gain: Active Listening, Conflict Management, Motivational Interviewing, Patient Communication, Medical Privacy, Non-Verbal Communication, Collaboration, Trustworthiness, Interpersonal Communications, Verbal Communication Skills, Record Keeping, Communication Strategies, Team Collaboration, Professionalism, Communication, Nursing, Health Care, Business Ethics, Advocacy, Empathy & Emotional Intelligence

    Beginner · Course · 3 - 6 Months

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    Sage Publications

    Qualitative Methods and Ethics in Psychology

    Skills you'll gain: Qualitative Research, Data Analysis, Research Design, Research Methodologies, Scientific Methods, Analysis, Research, Statistical Analysis, Science and Research, Ethical Standards And Conduct, Data Collection, Statistics, Psychology, Statistical Inference, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    PostgreSQL for Everybody

    Skills you'll gain: Stored Procedure, NoSQL, Database Design, Database Architecture and Administration, SQL, Database Systems, Relational Databases, Cloud Applications, Database Theory, PostgreSQL, Database Management Systems, Data Store, Databases, Data Modeling, JSON, Database Software, Database Application, Database Management, Query Languages, Natural Language Processing

    4.7
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    1.4K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Sage Publications

    Tactics, Ethics, and Future Trends in Social Media Marketing

    Skills you'll gain: Social Media Strategy, Digital Media Strategy, Paid media, Social Media Marketing, Social Media, Social Media Management, Social Media Content, Service Recovery, Social Media Analytics, Marketing Communications, Digital Marketing, Employee Engagement, Earned Media, Marketing, Consumer Behaviour, Customer Complaint Resolution, Brand Management, Brand Loyalty, Drive Engagement, Content Creation

    Beginner · Course · 3 - 6 Months

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    Sage Publications

    Building and Sustaining Strong Brands

    Skills you'll gain: Brand Strategy, Brand Marketing, Brand Management, Branding, Integrated Marketing Communications, Brand Awareness, Marketing Management, Strategic Marketing, Digital Brand Strategy, Marketing, Marketing Communications, New Product Development, Product Lining, Growth Strategies, Communication Planning, Strategic Communication, Customer Insights, Internal Communications, Auditing

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Telerehabilitation in Mental Health and Communication

    Skills you'll gain: Telehealth, Communication Disorders, Speech Language Pathology, Telecommunications, Health Technology, Substance Abuse, Language Disorders, Geriatrics, Patient Treatment, Rehabilitation, Mental and Behavioral Health, Psychosocial Assessments, Substance Abuse Counseling, Mental Health Diseases and Disorders, Health Care, Caregiving, School Psychology, Education Software and Technology, Health Informatics, Mental Health

    Intermediate · Course · 1 - 3 Months

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    University of California, Irvine

    Database Design and Operational Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Decision Support Systems, Data Warehousing, Data Mining, Database Design, Business Intelligence, Dashboard Creation, Dashboard, Star Schema, Relational Databases, Database Management, Database Theory, Data Visualization Software, Snowflake Schema, Data Presentation, Database Systems, Database Development, Data Visualization, Business Reporting, Database Management Systems

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    Beginner · Specialization · 1 - 3 Months

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    Northeastern University

    Computation and Visualization for Analytics Part 2

    Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Plot (Graphics), Seaborn, Data-Driven Decision-Making, Network Model, Data Mining, Scatter Plots, R Programming, R (Software), Graphing, Graph Theory, Box Plots, Heat Maps

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data Presentation, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Dashboard Creation, Analytics, Statistical Analysis, Dashboard, Data Warehousing, Data Management, Data Security, Data Quality, Data Cleansing, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Indian School of Business

    Advanced Trading Algorithms

    Skills you'll gain: Financial Trading, Accruals, Return On Investment, Accrual Accounting, Performance Measurement, Technical Analysis, Algorithms, Market Trend, Portfolio Management, Portfolio Risk, Investment Management, Transaction Processing, Market Data, Risk Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    Intermediate · Course · 1 - 4 Weeks

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

  • Values-Based Leadership in Healthcare: Sage Publications
  • Foundations of Video Game Design: From Concept to Narrative: John Wiley & Sons
  • Communication Skills in Nursing, Health and Social Care: Sage Publications
  • Qualitative Methods and Ethics in Psychology: Sage Publications
  • PostgreSQL for Everybody: University of Michigan
  • Tactics, Ethics, and Future Trends in Social Media Marketing: Sage Publications
  • Building and Sustaining Strong Brands: Sage Publications
  • Telerehabilitation in Mental Health and Communication: Sage Publications
  • Database Design and Operational Business Intelligence: University of California, Irvine
  • Computation and Visualization for Analytics Part 2: Northeastern University

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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