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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


  • E

    EDUCBA

    Java Programming: From Fundamentals to Database Integration

    Skills you'll gain: Hibernate (Java), File I/O, Object-Relational Mapping, Java Programming, Java, Object Oriented Programming (OOP), Enterprise Application Management, Data Structures, Data Validation, Performance Tuning, Package and Software Management, Database Management, Application Development, Relational Databases, Data Persistence, Databases, Object Oriented Design, Software Development, Persistence, Design

    4.9 stars, 33 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (33) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Interpretable Machine Learning Applications: Part 2

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Decision Intelligence, Data Transformation, Machine Learning Methods, Model Training, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Exploratory Data Analysis, Data Validation, Performance Measurement

    4.3 stars, 34 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (34) · Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft Cybersecurity Analyst

    Skills you'll gain: MITRE ATT&CK Framework, Intrusion Detection and Prevention, Threat Modeling, Azure Active Directory, Cryptography, Authentications, Network Monitoring, Vulnerability Management, Security Strategy, Cloud Security, Network Security, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Microsoft Azure, Data Storage Technologies, Penetration Testing, Operating Systems, Compliance Management, Active Directory, Computer Security Incident Management

    4.7 stars, 3.1K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (3.1K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    BI Essentials for Finance Analysts (Power BI Edition)

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Snowflake Schema, Data Modeling, SQL, Dashboard, Microsoft Excel, Business Intelligence, Data Import/Export, Dashboard Creation, Business Reporting, Business Intelligence Software, Excel Formulas, Databases, Spreadsheet Software, Performance Reporting, Data Manipulation, Data Transformation, Financial Analysis, Data Visualization

    4.8 stars, 422 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (422) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Accelerated Computer Science Fundamentals

    Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Engineering Software, Unstructured Data, Computer Programming, Software Engineering, Algorithms, Memory Management, Computer Programming Tools, Debugging, Program Development, Database Systems, Theoretical Computer Science

    4.7 stars, 3.5K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (3.5K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Analytical Skills, Independent Thinking, Data Literacy, Decision Intelligence, Data-Driven Decision-Making, Behavioral Economics, Complex Problem Solving, Data Analysis, Cooperation, Artificial Intelligence, Emotional Intelligence, Open Mindset, Self-Awareness, Psychology, Communication, Algorithms

    4.9 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (45) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Team Effectiveness

    Skills you'll gain: Constructive Feedback, Customer Service, Service Level, Team Performance Management, Service Management, Customer Support, Management Reporting, Customer experience improvement, Service Improvement, Team Building, Performance Reporting, Business Reporting, Team Management, Customer Success Management, Employee Onboarding, Customer Relationship Management, Peer Review, Drive Engagement, Data Analysis, Business Communication

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8 stars, 13 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (13) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Responsible AI for Mental Health

    Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Health Disparities, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, AI literacy, AI Integrations, Data Security, Governance, Risk Mitigation, Risk Analysis

    4.5 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (14) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Summary Statistics in Public Health

    Skills you'll gain: Biostatistics, Histogram, Box Plots, Statistical Visualization, Epidemiology, Medical Science and Research, Quantitative Research, Descriptive Statistics, Probability & Statistics, Statistical Methods, Data Literacy, Probability Distribution, Statistics, Public Health, Sampling (Statistics), Statistical Inference, Analysis, Sample Size Determination, Risk Analysis

    4.8 stars, 2.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (2.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Biostatistics in Public Health

    Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Logistic Regression, Regression Analysis, Sampling (Statistics), Statistical Methods, Histogram, Box Plots, Statistical Visualization, Statistical Analysis, Data Literacy, Epidemiology, Medical Science and Research, Quantitative Research, Descriptive Statistics, Probability & Statistics, Statistical Inference, Probability Distribution, Public Health, Statistics

    4.8 stars, 2.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (2.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy

    4.6 stars, 66 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (66) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Java Programming: From Fundamentals to Database Integration: EDUCBA
  • Interpretable Machine Learning Applications: Part 2: Coursera
  • Microsoft Cybersecurity Analyst: Microsoft
  • BI Essentials for Finance Analysts (Power BI Edition): Corporate Finance Institute
  • Accelerated Computer Science Fundamentals: University of Illinois Urbana-Champaign
  • Human Decision Making and its Biases: Fractal Analytics
  • Team Effectiveness: Microsoft
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Responsible AI for Mental Health: Northeastern University
  • Summary Statistics in Public Health: Johns Hopkins 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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