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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


  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    4.3 stars, 6 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (6) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Human Resource Management Done Right

    Skills you'll gain: Talent Pipelining, Prompt Engineering, Talent Acquisition, Team Performance Management, Performance Management, Smart Goals, Google Gemini, Time Management, Performance Appraisal, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools

    4.5 stars, 559 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (559) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of London

    Virtual Reality

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Unity Engine, Video Game Development, 3D Assets, Virtual Environment, Computer Graphics, Game Design, Interactive Design, Prototyping, Interaction Design, Storyboarding, User Interface (UI), Human Computer Interaction, Visualization (Computer Graphics), Animations, Computer Graphic Techniques, Application Design, Display Devices, Usability Testing

    4.7 stars, 2.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (2.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Master Microsoft Excel & 365 Apps: Beginner to Advanced

    Skills you'll gain: Microsoft 365, Microsoft Teams, Microsoft Outlook, Pivot Tables And Charts, Calendar Management, Excel Macros, Microsoft Copilot, Microsoft Excel, Collaborative Software, Excel Formulas, Data Validation, Productivity Software, Email Automation, Spreadsheet Software, Project Management Software, Organizational Skills, Collaboration, Presentations, Data Manipulation, Visual Basic (Programming Language)

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Rice University

    Parallel, Concurrent, and Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Event-Driven Programming, Distributed Computing, Java Programming, Dataflow, Java, OS Process Management, Scala Programming, Data Structures, System Programming, Programming Principles, Servers, Application Frameworks, Computer Programming, Algorithms, Performance Tuning, Computer Science, Functional Design

    4.6 stars, 1.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (1.6K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, Fine-tuning, Agentic Workflows, AI Workflows, Generative Model Architectures, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Data Store, Large Language Modeling, Artificial Intelligence, Application Deployment, Tool Calling, Data Warehousing, Embeddings, SQL

    4.7 stars, 284 reviews, Beginner, Professional Certificate, 1 - 3 Months

    ★ 4.7 (284) · Beginner · Professional Certificate · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语)

    Skills you'll gain: Model Evaluation, Statistical Modeling, Statistical Methods, SPSS, Statistical Software, Analysis, Statistical Analysis, SPSS (Software), Regression Analysis, SAS (Software), Exploratory Data Analysis, Data Analysis Software, Probability & Statistics, Statistical Hypothesis Testing

    4.8 stars, 25 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (25) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • C
    U

    Multiple educators

    AI Foundations for Executive Decision-Making

    Skills you'll gain: Leadership Studies, Machine Learning, Decision Intelligence, Organizational Leadership, Plan Execution, AI Integrations, AI literacy, Organizational Strategy, Unsupervised Learning, Team Leadership, Artificial Neural Networks, Business Strategy, Leadership, Management Training And Development, Governance, Risk Analysis, Corporate Strategy, Model Evaluation, Auditing, Risk Management Framework

    4.7 stars, 1.4K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.4K) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Akamai Technologies, Inc.

    Akamai Customer Consulting and Support

    Skills you'll gain: Endpoint Security, Database Systems, Computer Security Incident Management, Security Management, Databases, Operating System Administration, Database Administration, Routing Protocols, Application Development, Network Architecture, Linux Commands, TCP/IP, Operating Systems, Web Design and Development, Cascading Style Sheets (CSS), Scripting Languages, Web Development, Data Structures, Data Analysis, Software Development

    4.7 stars, 392 reviews, Beginner, Professional Certificate, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Gradient to Production: MLOps & Model Serving

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Performance Metric, Python Programming, Version Control, Verification And Validation

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Keras Deep Learning Projects with TensorFlow

    Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Generative Model Architectures, Image Analysis, Model Training, Artificial Neural Networks, Text Mining, Computer Vision, Model Optimization, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Data Analysis

    5 stars, 10 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (10) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • H

    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 2

    Skills you'll gain: Fine-tuning, Collaborative Software, Large Language Modeling, Model Optimization, Data Management, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Data Quality, AI Workflows

    4.2 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (6) · 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

  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Human Resource Management Done Right: Coursera
  • Virtual Reality: University of London
  • Master Microsoft Excel & 365 Apps: Beginner to Advanced: Packt
  • Parallel, Concurrent, and Distributed Programming in Java: Rice University
  • Snowflake Generative AI: Snowflake
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
  • AI Foundations for Executive Decision-Making: Coursera
  • Akamai Customer Consulting and Support: Akamai Technologies, Inc.
  • Gradient to Production: MLOps & Model Serving: Coursera

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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