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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


  • I

    Illinois Tech

    Strategy & Economic Analysis

    Skills you'll gain: Market Dynamics, Supply And Demand, Game Theory, Product Lifecycle Management, Business Strategy, Competitive Analysis, Business Economics, Innovation, Economics, Market Trend, Strategic Decision-Making, Strategic Thinking, Price Negotiation, Global Marketing, Market Analysis, New Product Development, Organizational Strategy, Strategic Planning, Team Leadership, Adaptability

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    214 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Industrial Internet of Things (IIoT)

    Skills you'll gain: Internet Of Things, Manufacturing and Production, Digital Transformation, Business Technologies, Cloud Computing, Automation, Operational Efficiency, Emerging Technologies, Technology Strategies, Real Time Data, Data-Driven Decision-Making, Case Studies, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    207 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Berklee

    Desarrollando tu musicalidad

    Skills you'll gain: Music Theory, Music, Musical Composition, Music Performance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    505 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Linear Regression in R for Public Health

    Skills you'll gain: Correlation Analysis, Regression Analysis, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, R (Software), Exploratory Data Analysis, Model Evaluation, Statistical Analysis, Probability & Statistics, Biostatistics, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
    ·
    529 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Cybersecurity in the Cloud

    Skills you'll gain: Open Web Application Security Project (OWASP), Cloud Security, Authentications, Key Management, Data Security, Cloud Applications, Cloud Services, Application Security, Authorization (Computing), Cyber Risk, Secure Coding, Cloud Storage, Personally Identifiable Information, DevSecOps, General Data Protection Regulation (GDPR), Network Security, Information Privacy, Continuous Monitoring, Cloud Computing, Cryptography

    4.3
    Rating, 4.3 out of 5 stars
    ·
    168 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Introduction to Secure Networking

    Skills you'll gain: Network Security, Network Protocols, TCP/IP, Cloud Computing, Firewall, General Networking, Networking Hardware, Network Architecture, OSI Models, Microsoft Azure, Computer Networking, Network Infrastructure, Local Area Networks, Network Monitoring, Software As A Service, Virtual Machines, Virtualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    328 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Goldman Sachs

    Digital Marketing Strategy with Goldman Sachs 10,000 Women

    Skills you'll gain: Social Media Campaigns, Social Media Marketing, Paid media, Digital Media Strategy, Online Advertising, Campaign Management, Search Engine Marketing, Digital Advertising, Digital Marketing, Pay Per Click Advertising, Marketing Strategy and Techniques, Owned Media, Marketing Planning, Earned Media, Marketing Design, Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    949 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Cybersecurity Threat Vectors and Mitigation

    Skills you'll gain: Encryption, Cybersecurity, Cyber Attacks, Threat Management, Security Strategy, Authentications, Threat Detection, Network Security, Authorization (Computing), Cryptography, Data Security, Active Directory, Identity and Access Management, Firewall, Multi-Factor Authentication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    316 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Toronto

    Motion Planning for Self-Driving Cars

    Skills you'll gain: Traffic Flow Optimization, Machine Controls, Automation, Robotics, Graph Theory, Algorithms, Computer Vision, Mathematical Modeling, Data Mapping, Predictive Modeling, Data Structures, Spatial Data Analysis, Control Systems, Estimation, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    486 reviews

    Advanced · Course · 1 - 3 Months

  • I

    ISC2

    ISC2 Systems Security Certified Practitioner (SSCP)

    Skills you'll gain: Authentications, Incident Response, MITRE ATT&CK Framework, Security Controls, Cryptography, Malware Protection, Threat Modeling, Endpoint Security, Key Management, Authorization (Computing), Public Key Infrastructure, Vulnerability Assessments, Risk Management, Network Security, Application Security, Business Continuity Planning, Asset Management, Cloud Security, OSI Models, Continuous Monitoring

    4.7
    Rating, 4.7 out of 5 stars
    ·
    294 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Analysis of Scenarios and Decisions

    Skills you'll gain: Variance Analysis, Performance Measurement, Management Accounting, Return On Investment, Financial Management, Cost Management, Budgeting, Financial Analysis, Cost Accounting, Operational Analysis, Performance Management, Key Performance Indicators (KPIs), Data Analysis, Planning, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    110 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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

  • Strategy & Economic Analysis: Illinois Tech
  • Industrial Internet of Things (IIoT): University of Michigan
  • Desarrollando tu musicalidad: Berklee
  • Linear Regression in R for Public Health : Imperial College London
  • Cybersecurity in the Cloud: University of Minnesota
  • Introduction to Secure Networking: Microsoft
  • Digital Marketing Strategy with Goldman Sachs 10,000 Women: Goldman Sachs
  • Cybersecurity Threat Vectors and Mitigation: Microsoft
  • Motion Planning for Self-Driving Cars: University of Toronto
  • ISC2 Systems Security Certified Practitioner (SSCP): ISC2

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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