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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


  • C

    Coursera

    GenAI Deployment & Governance

    Skills you'll gain: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Blender Modeling: Basics to Advanced Workflows

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Workflow Management, Computer Graphics, Graphical Tools, Computer Graphic Techniques, Editing, Model Optimization, Animations, Blended Learning, Graphics Software, Graphic and Visual Design, Visual Design

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming

    4.6 stars, 335 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (335) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    ML Parameters Optimization: GridSearch, Bayesian, Random

    Skills you'll gain: Model Optimization, Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Fine-tuning, Applied Machine Learning, Machine Learning, Data Analysis

    4.9 stars, 8 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (8) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Minnesota

    Nursing Informatics Leadership Theory and Practice

    Skills you'll gain: Clinical Leadership, Nursing Management, Leadership, Nursing Administration, Nursing, Health Informatics, Innovation, Systems Thinking, Self-Awareness, Personal Development

    4.6 stars, 49 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (49) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Chatbots with Keras & NLP: Build & Evaluate

    Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Generative Model Architectures, Artificial Neural Networks, Data Preprocessing, Text Mining, Model Evaluation, Tensorflow, Model Training

    5 stars, 10 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (10) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Explainable AI: Scene Classification and GradCam Visualization

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Deep Learning, Model Training, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Applied Machine Learning, Predictive Modeling, Spatial Data Analysis, Machine Learning, Data Preprocessing, Python Programming

    4.6 stars, 59 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (59) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    IoT Enabled Farming

    Skills you'll gain: Internet Of Things, Advanced Analytics, Big Data, Data Management, Wireless Networks, Predictive Analytics, Applied Machine Learning, Analytics, Water Sustainability, Data-Driven Decision-Making, Sustainable Systems, Environmental Monitoring, Geospatial Information and Technology, Telecommunications, Sustainable Technologies, Machine Controls, Real Time Data, Automation, Data Analysis, Data Collection

    4.6 stars, 339 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (339) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Intro to NumPy

    Skills you'll gain: NumPy, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Visualization Software, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Autònoma de Barcelona

    Diseño y Creación de videojuegos

    Skills you'll gain: 3D Modeling, Video Game Development, Game Design, Animation and Game Design, Unity Engine, 3D Assets, Peer Review, User Interface (UI) Design, User Interface (UI), Visualization (Computer Graphics), Computer Graphics, Animations, Software Design Documents, Conceptual Design, Design, Experience Design, Design Elements And Principles, Interactive Design, Music, UI Components

    4.4 stars, 921 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (921) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Petroleum Engineering with AI Applications

    Skills you'll gain: Oil and Gas, Petroleum Industry, Hazard Analysis, Safety Standards, Environmental Resource Management, Safety Assurance, Safety Training, Environment and Resource Management, Environmental Regulations, Environment Health And Safety, Environmental Science, Environmental Engineering and Restoration, Big Data, Plant Operations and Management, Energy and Utilities, Process Engineering, Environmental Engineering, Data Management, Pump Stations, Environmental Issue

    4.6 stars, 242 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (242) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Advanced Healthcare Analytics

    Skills you'll gain: Decision Intelligence, Clinical Documentation, Health Informatics, AI Security, Predictive Modeling, LLM Application, Medical Privacy, Large Language Modeling, Logistic Regression, Computer Vision, Embeddings

    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

  • GenAI Deployment & Governance: Coursera
  • Blender Modeling: Basics to Advanced Workflows: Packt
  • Introduction to Applied Business Analytics: University of Illinois Urbana-Champaign
  • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
  • Nursing Informatics Leadership Theory and Practice: University of Minnesota
  • Chatbots with Keras & NLP: Build & Evaluate: EDUCBA
  • Explainable AI: Scene Classification and GradCam Visualization: Coursera
  • IoT Enabled Farming: EDUCBA
  • Intro to NumPy: Packt
  • Diseño y Creación de videojuegos: Universitat Autònoma de Barcelona

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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