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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


  • Status: Free Trial
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    Microsoft

    Python Programming Fundamentals

    Skills you'll gain: Version Control, GitHub, Debugging, Git (Version Control System), Unit Testing, Data Structures, Data Manipulation, Python Programming, Software Testing, Scripting, Computer Programming, Web Development, Algorithms, Integrated Development Environments, Object Oriented Programming (OOP), Jupyter

    4.5
    Rating, 4.5 out of 5 stars
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    539 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Marketing Project Management and Strategy Fundamentals

    Skills you'll gain: Value Propositions, Smart Goals, Marketing, Target Audience, Marketing Planning, User Accounts, Marketing Strategy and Techniques, Goal Setting, Project Management, Competitive Analysis, Collaborative Software, Document Management, Project Documentation, Marketing Analytics, Internal Communications, Project Management Life Cycle, File Management, Digital Marketing, Business Communication

    Beginner · Course · 1 - 3 Months

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    Coursera

    Analyzing and Securing AI System Performance

    Skills you'll gain: Threat Modeling, Data Visualization, AI Security, A/B Testing, Open Web Application Security Project (OWASP), Secure Coding, DevSecOps, Application Security, System Monitoring, MLOps (Machine Learning Operations), Analytics, Data Governance, API Gateway, Cyber Governance, Data Cleansing, Data Processing, Data Management, Data Quality, Data Validation, Jupyter

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, Embeddings, User Interface (UI), UI Components, Semantic Web, Database Systems, Model Evaluation, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework), Database Management, AI Personalization

    4.6
    Rating, 4.6 out of 5 stars
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    634 reviews

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Build Practical Ruby Projects Using Core Programming Skills

    Skills you'll gain: Object Oriented Programming (OOP), Ruby (Programming Language), Program Development, File I/O, Development Environment, Maintainability, Data Structures, Computer Programming, Debugging, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Marketing Planning, Audience Insights, and KPI Measurement

    Skills you'll gain: Key Performance Indicators (KPIs), Marketing Planning, Sprint Retrospectives, Marketing Effectiveness, Marketing Strategies, Strategic Marketing, Performance Measurement, Marketing Operations, Marketing Strategy and Techniques, Cross-Channel Marketing, Marketing, Marketing Analytics, Persona Development, Workflow Management, Market Research, Market Analysis, Business Analysis, Analytical Skills, Data Visualization, Data Analysis

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Build and Evaluate a JavaScript Quiz Application

    Skills you'll gain: Web Applications, HTML and CSS, Front-End Web Development, Web Design and Development, Javascript, Application Design, Application Development, Data Validation, UI Components, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Deep Learning and Advanced Techniques

    Skills you'll gain: Model Deployment, Transfer Learning, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Convolutional Neural Networks, Artificial Neural Networks, Machine Learning Methods, Application Frameworks, Model Evaluation, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Develop a Ride-Sharing App Using Swift and Firebase

    Skills you'll gain: Apple iOS, Mobile Development, Apple Xcode, Swift Programming, UI Components, User Interface (UI), Application Development, User Interface (UI) Design, Authentications, Secure Coding, Application Frameworks, Geospatial Information and Technology, Program Development, Real Time Data, Storyboarding, Databases, Debugging, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    AI-Driven Financial Planning, Forecasting, and Automation

    Skills you'll gain: Financial Forecasting, Financial Data, Variance Analysis, Financial Analysis, Budgeting, Financial Modeling, Cash Flow Forecasting, Cost Management, Supervised Learning, Financial Planning, Applied Machine Learning, Predictive Modeling, Risk Modeling, Data-Driven Decision-Making, Business Analytics, Risk Analysis, Credit Risk, Model Evaluation, Feature Engineering, Data Pipelines

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Design and Visualize Landscape Gardens Using SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Visualization (Computer Graphics), Layout Design, Virtual Environment

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Budgeting & Visualize Financial Variances

    Skills you'll gain: Variance Analysis, Dashboard, Budget Management, Data Storytelling, Financial Reporting, Business Metrics, Financial Analysis, Budgeting, Data Presentation, Financial Data, Microsoft Excel, Data Visualization, Financial Forecasting, Excel Formulas, Business Communication, Strategic Decision-Making

    Intermediate · Course · 1 - 4 Weeks

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

  • Python Programming Fundamentals: Microsoft
  • Marketing Project Management and Strategy Fundamentals: Coursera
  • Analyzing and Securing AI System Performance: Coursera
  • RAG for Generative AI Applications: IBM
  • Build Practical Ruby Projects Using Core Programming Skills: EDUCBA
  • Marketing Planning, Audience Insights, and KPI Measurement: Coursera
  • Build and Evaluate a JavaScript Quiz Application: EDUCBA
  • Deep Learning and Advanced Techniques: Packt
  • Develop a Ride-Sharing App Using Swift and Firebase: EDUCBA
  • AI-Driven Financial Planning, Forecasting, and Automation: 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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