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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


  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    ADP AIRSĀ® Entry-Level Recruiter

    Skills you'll gain: Recruitment, Talent Pipelining, Professional Networking, Applicant Tracking Systems, Recruitment Strategies, Relationship Building, Talent Sourcing, Compensation and Benefits, Job Analysis, Talent Acquisition, Consultative Approaches, Process Improvement, Change Management, Coordination, Key Performance Indicators (KPIs), Performance Improvement, Market Research, Performance Analysis, Human Resources, Full Cycle Recruitment

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    54 reviews

    Beginner Ā· Professional Certificate Ā· 3 - 6 Months

  • C

    Coursera

    How to Use Lookup Reference Math and Text Functions in Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Microsoft 365, Data Validation

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    526 reviews

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Change Management for GenAI Integration

    Skills you'll gain: Responsible AI, Organizational Change, Stakeholder Engagement, Change Management, AI Enablement, Innovation, Stakeholder Communications, Business Transformation, Generative AI, Culture Transformation, Technology Strategies, Performance Metric, Employee Engagement, Key Performance Indicators (KPIs), Business Strategy, Communication Strategies

    3.4
    Rating, 3.4 out of 5 stars
    Ā·
    7 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Medical Coders: Simplifying Documentation

    Skills you'll gain: Clinical Documentation, Medical Coding, Generative AI, Regulatory Compliance, Compliance Management, Medical Billing and Coding, Healthcare Project Management, Medical History Documentation, Automation, Operational Efficiency, Technology Solutions

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Model Evaluation, Data Preprocessing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Machine Learning, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Preview
    Preview
    C

    Coursera

    Generative AI for Code Completion

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering Tools, OpenAI API, Microsoft Copilot, AI Enablement, Generative AI, Software Development Tools, Application Development

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    8 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing - Transformers with Hugging Face

    Skills you'll gain: Hugging Face, Large Language Modeling, Transfer Learning, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Applied Machine Learning, Unsupervised Learning

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • G

    Google - Spectrum Sharing

    Become a CBRS Certified Professional Installer by Google

    Skills you'll gain: Public Key Infrastructure, Wireless Networks, Technical Communication, Communication Systems, Network Infrastructure, Global Positioning Systems, System Configuration, Record Keeping, Verification And Validation, Technical Services, Data Entry, Data Validation

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    222 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Cryptography and Information Theory

    Skills you'll gain: Cryptography, Brute-force attacks, Encryption, Information Systems Security, Cybersecurity, Theoretical Computer Science, Computational Logic

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    548 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to High-Performance and Parallel Computing

    Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Big Data, Operating Systems, File Systems, Linux, Scripting, Command-Line Interface, Performance Tuning, Programming Principles, Computer Architecture

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
    Ā·
    157 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Writing and Editing: Revising

    Skills you'll gain: Editing, Constructive Feedback, Concision, Writing, Proofreading, Critical Thinking, Communication, Detail Oriented, Collaboration, Time Management, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    399 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Introduction to Secure Networking

    Skills you'll gain: Network Security, Network Protocols, TCP/IP, Cloud Computing, Firewall, Cloud Services, General Networking, Networking Hardware, Network Architecture, OSI Models, Microsoft Azure, Computer Networking, Network Infrastructure, Network Monitoring, Virtualization

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    320 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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

  • ADP AIRSĀ® Entry-Level Recruiter:Ā Automatic Data Processing, Inc. (ADP)
  • How to Use Lookup Reference Math and Text Functions in Excel:Ā Coursera
  • Change Management for GenAI Integration:Ā Starweaver
  • GenAI for Medical Coders: Simplifying Documentation:Ā Coursera
  • TensorFlow Prediction: Identify Penguin Species:Ā Coursera
  • Generative AI for Code Completion :Ā Coursera
  • Natural Language Processing - Transformers with Hugging Face:Ā Packt
  • Become a CBRS Certified Professional Installer by Google:Ā Google - Spectrum Sharing
  • Cryptography and Information Theory:Ā University of Colorado System
  • Introduction to High-Performance and Parallel Computing:Ā University of Colorado Boulder

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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