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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


  • D

    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Model Optimization, Tensorflow, Deep Learning, Model Training, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Statistical Analysis, Debugging, Verification And Validation, Algorithms

    4.6 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • N

    Northeastern University

    Engineering Probability and Statistics Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sample Size Determination, Probability Distribution, Data Presentation, Engineering Analysis, Data Synthesis, Estimation, Analysis, Data-Driven Decision-Making

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Macquarie University

    Cyber Security: Digital Forensics

    Skills you'll gain: Criminal Investigation and Forensics, Investigation, Cybersecurity, digital literacy, Data Security, Cyber Governance, Cyber Security Policies, Digital Analysis, Computer Security, Digital Assets, Security Testing, Cyber Risk, Incident Management

    4.4 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (30) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Réseaux neuronaux convolutifs

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Tensorflow, Dimensionality Reduction, Model Training, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Decode Rasters with Rasterio

    Skills you'll gain: Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Spatial Analysis, Data Literacy, Data Analysis, Image Analysis, Data Processing, Data Preprocessing, NumPy, Data Validation, Metadata Management, Data Collection, Data Management

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Automate ML Pipelines for Peak Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Optimization, Model Training, Workflow Management, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Peking University

    C程序设计进阶

    Skills you'll gain: C and C++, Object Oriented Design, Object Oriented Programming (OOP), C (Programming Language), Programming Principles, Data Structures, Computer Programming, Algorithms, Maintainability, Memory Management

    4.9 stars, 827 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (827) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Being a researcher (in Information Science and Technology)

    Skills you'll gain: Research, Scientific Methods, Data Ethics, Data Sharing, Ethical Standards And Conduct, Informed Consent, Informatics, Data Access, Data Integrity, Technical Writing

    4.8 stars, 216 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (216) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Interactive Brokers

    ESG Investing: Financial Decisions in Flux

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Development, Market Data, Corporate Sustainability, Investment Management, Sustainability Standards, Sustainable Business, Environmental Regulations, Financial Market, Petroleum Industry, Investments, Data Ethics, Sustainability Reporting, Financial Data, Market Trend, Market Analysis, Business Ethics, Regulatory Compliance, Data Science, Risk Management

    4.5 stars, 127 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (127) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Practical AI for Social Impact

    Skills you'll gain: Social Impact, Responsible AI, Machine Learning Algorithms, Case Studies, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Artificial Intelligence, Reinforcement Learning, Decision Intelligence, Data Ethics, AI literacy, Applied Machine Learning, Machine Learning, Model Deployment

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Peking University

    Java程序设计

    Skills you'll gain: Java Programming, Java, Program Development, Programming Principles, Computer Programming, Maintainability, Database Development, Object Oriented Programming (OOP), JUnit, Database Application, UI Components, C and C++, Data Access, Object Oriented Design, User Interface (UI), Application Development, Event-Driven Programming, File I/O, Data Structures

    4.7 stars, 210 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (210) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Davis

    Annual Campaigns: Building a Case for Support

    Skills you'll gain: Fundraising, Fundraising and Crowdsourcing, Campaign Management, Direct Marketing, Advertising Mail, Campaign Planning, Data-Driven Marketing, Target Audience, Email Marketing, Telemarketing, Events and Conferences, Event Planning, Relationship Building, Customer Engagement, Cross-Channel Marketing, Telephone Skills

    4.2 stars, 52 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (52) · Beginner · 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

  • 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
  • Engineering Probability and Statistics Part 2: Northeastern University
  • Cyber Security: Digital Forensics: Macquarie University
  • Réseaux neuronaux convolutifs: DeepLearning.AI
  • Decode Rasters with Rasterio: Coursera
  • Automate ML Pipelines for Peak Performance: Coursera
  • C程序设计进阶: Peking University
  • Being a researcher (in Information Science and Technology): Politecnico di Milano
  • ESG Investing: Financial Decisions in Flux: Interactive Brokers
  • Practical AI for Social Impact: University of Michigan

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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