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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


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    EDUCBA

    Apply SketchUp to Build 3D House Models from 2D Plans

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, Architectural Drawing, 3D Modeling, 3D Assets, Visualization (Computer Graphics), UI Components, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Present Compelling Financial Reports with Confidence

    Skills you'll gain: Business Reporting, Report Writing, Financial Reporting, Data Visualization, Management Reporting, Concision, Data Storytelling, Presentations, Communication

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building AI Intensive Python Applications

    Skills you'll gain: Large Language Modeling, Vector Databases, Embeddings, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, AI Security, Application Design, Prompt Engineering, Python Programming, Model Evaluation, Data Modeling, Artificial Intelligence, Metadata Management, MongoDB

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Docker Networking Fundamentals Training

    Skills you'll gain: Network Troubleshooting, Performance Tuning, Docker (Software), Virtual Networking, Network Administration, Network Security, Network Performance Management, Containerization, Application Deployment, General Networking, Hardware Troubleshooting, Scenario Testing, Real Time Data

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build Cloud-Based Employee Management Systems

    Skills you'll gain: MySQL, Cloud Development, Google Cloud Platform, Cloud Computing, Back-End Web Development, Restful API, Data Persistence, Verification And Validation, Systems Architecture, Databases, Database Design, Application Development

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois at Urbana-Champaign

    Graduate Certificate in Taxation

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Coursera

    Interpretable machine learning applications: Part 5

    Skills you'll gain: Model Evaluation, Responsible AI, Exploratory Data Analysis, Predictive Modeling, Data Visualization, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Data Ethics, Development Environment, Software Engineering

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Foundations of Inventory Systems and Player Interaction

    Skills you'll gain: Unity Engine, Debugging, User Interface (UI) Design, Game Design, Video Game Development, User Interface and User Experience (UI/UX) Design, 3D Assets, Program Development, Interaction Design, Scripting, C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Automate AI Summaries

    Skills you'll gain: Project Management Software, Return On Investment, Business Process Automation, Business Metrics, Slack (Software), Project Implementation, Workflow Management, Key Performance Indicators (KPIs), Automation, AI Enablement, Performance Metric, AI Workflows, Process Improvement and Optimization, Business Reporting, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Salesforce CRM Administration Handbook

    Skills you'll gain: Salesforce, Data Management, Customer Relationship Management (CRM) Software, Systems Administration, Customer Relationship Management, Administration, Dashboard, Business Reporting, Enterprise Application Management, User Accounts, Business Software, Data Modeling, Workflow Management, Client Support, Role-Based Access Control (RBAC), Multi-Tenant Cloud Environments, Automation, Process Development, Multi-Factor Authentication

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Design & Assemble Mechanical Systems in SolidWorks

    Skills you'll gain: SolidWorks (CAD), Assembly Drawing, Computer-Aided Design, 3D Modeling, Engineering Design Process, Mechanical Design, Drafting and Engineering Design, Design Specifications, Functional Design, Mechanical Engineering, Integration Testing, Simulation and Simulation Software, Engineering Drawings, Visualization (Computer Graphics), Technical Design, Equipment Design, Industrial Design, Geometric Dimensioning And Tolerancing, Torque (Physics), Structural Engineering

    Beginner · Specialization · 3 - 6 Months

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

  • Apply SketchUp to Build 3D House Models from 2D Plans: EDUCBA
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Present Compelling Financial Reports with Confidence: Coursera
  • Building AI Intensive Python Applications: Packt
  • Docker Networking Fundamentals Training: Simplilearn
  • Build Cloud-Based Employee Management Systems : EDUCBA
  • Graduate Certificate in Taxation: University of Illinois at Urbana-Champaign
  • Interpretable machine learning applications: Part 5: Coursera
  • Foundations of Inventory Systems and Player Interaction: Packt
  • Automate AI Summaries: 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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