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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

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    Advanced Human Resource Management Strategies

    Skills you'll gain: Human Resource Management, Human Resources, Human Resources Management and Planning, Human Resource Strategy, Human Capital, People Analytics, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, Business Ethics, Workforce Development, Workforce Planning, Employee Relations, Performance Management, Organizational Strategy, Employee Performance Management, Strategic Leadership, Ethical Standards And Conduct, Employee Engagement, Talent Acquisition

    Beginner · Course · 1 - 3 Months

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    Sage Publications

    Building Customer Relationships and Leading Sales Teams

    Skills you'll gain: Account Management, Sales Management, Account Strategy, Customer Relationship Management, Sales Strategy, Sales, Sales Process, Sales Training, Customer Relationship Management (CRM) Software, Customer Relationship Building, Customer Retention, Budgeting, Sales Presentation, Selling Techniques, Performance Measurement, Performance Metric, Forecasting, Client Services, Strategic Marketing, Business Communication

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Strategic Global Human Resource Management

    Skills you'll gain: Human Resources, Human Resources Management and Planning, Diversity Equity and Inclusion Initiatives, Human Resource Strategy, Employee Engagement, Employee Retention, Diversity and Inclusion, Diversity Programs, Human Resource Policies, Organizational Change, Business Ethics, Industrial and Organizational Psychology, Employee Relations, Drive Engagement, Intercultural Competence, Human Relations Movement, Cultural Diversity, Employee Surveys, Labor Relations, Change Management

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    Corporate Communication: Theory and Practice

    Skills you'll gain: Corporate Communications, Strategic Communication, Stakeholder Engagement, Communication Planning, Media Relations, Stakeholder Management, Stakeholder Analysis, Public Relations, Digital Media Strategy, Crisis Management, Brand Strategy, Stakeholder Communications, Brand Management, Organizational Change, Branding, Communication Strategies, Organizational Leadership, Internal Communications, Communication, Issue Tracking

    Beginner · Course · 3 - 6 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

  • Status: Free Trial
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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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    533 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Mejores Decisiones con Business Analytics

    Skills you'll gain: Descriptive Analytics, Data Mining, Business Analytics, Data Visualization, Data Presentation, Data Compilation, Predictive Analytics, Analytics, Data Synthesis, Business Intelligence, Forecasting, Advanced Analytics, Descriptive Statistics, Consolidation, Business Analysis, Predictive Modeling, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Model Optimization, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Statistical Programming, Model Training, Statistical Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Toronto

    Plant Bioinformatics Capstone

    Skills you'll gain: Network Analysis, Laboratory Reports, Bioinformatics, Research Reports, Molecular, Cellular, and Microbiology, Biology, Analysis, Correlation Analysis, Biotechnology, Data Synthesis, Statistical Methods, Experimentation

    4.8
    Rating, 4.8 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

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

  • Statistical Analysis in Psychological Research: Sage Publications
  • Advanced Human Resource Management Strategies: Sage Publications
  • Building Customer Relationships and Leading Sales Teams: Sage Publications
  • Strategic Global Human Resource Management: Sage Publications
  • Corporate Communication: Theory and Practice: Sage Publications
  • Computation and Visualization for Analytics Part 2: Northeastern University
  • CompTIA Data+: Infosec
  • Advanced Trading Algorithms: Indian School of Business
  • Mejores Decisiones con Business Analytics: Pontificia Universidad Católica de Chile
  • Statistical Learning for Engineering Part 1: 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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