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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

    Design and Model a 3D Pool Resort in SketchUp

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

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Master of Engineering in Engineering Management

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Proposal Writing, Accountability, Data Ethics, Sustainability Reporting, Database Design, Supervised Learning, Sustainable Design

    Earn a degree

    Degree · 1 - 4 Years

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    Whizlabs

    Google Cloud AlloyDB: Design & Operate Databases

    Skills you'll gain: Operational Databases, Database Architecture and Administration, Relational Databases, Database Design, Database Management, PostgreSQL, Databases, Data Migration, Google Cloud Platform, Disaster Recovery, System Monitoring, Data Access, Performance Tuning, Capacity Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    R

    Rice University

    Introduction à l'analyse de données à l'aide d'Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Excel Formulas, Data Visualization Software, Graphing, Data Analysis, Scatter Plots, Histogram, Data Manipulation, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Segment Routing in MPLS Networks

    Skills you'll gain: Multiprotocol Label Switching, Routing Protocols, Network Routing, Network Troubleshooting, Network Performance Management, Network Routers, Network Infrastructure, Network Planning And Design, Computer Networking, Network Protocols, Network Engineering, Network Model, Telecommunications, Verification And Validation

    Intermediate · Course · 3 - 6 Months

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    Northwestern University

    Organizational Leadership

    Skills you'll gain: Influencing, Persuasive Communication, Design Thinking, Data-Driven Decision-Making, Leadership, Strategic Communication, Innovation, Collaboration, Crisis Management, Negotiation, Organizational Leadership, Ideation, Team Leadership, Resource Allocation, Human Centered Design, Teamwork, Motivational Skills, Corporate Communications, Marketing Strategies, Marketing

    4.7
    Rating, 4.7 out of 5 stars
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    5.4K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Essential Manager Skills

    Skills you'll gain: Delegation Skills, Milestones (Project Management), Productivity, Microsoft Project, Team Motivation, Timelines, Accountability, Project Management, Management Training And Development, Conflict Management, Team Leadership, Stakeholder Communications, Team Management, Crisis Management, Culture Transformation, Dashboard, Lean Methodologies, Time Management, Constructive Feedback, Smart Goals

    4.5
    Rating, 4.5 out of 5 stars
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    194 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Operating Budget, Cost Accounting, Cost Estimation, Expense Management, Microsoft Excel, Microsoft Copilot, Financial Planning, Prompt Engineering, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Mendeploy dan Menskalakan Model AI dengan Cloud Run

    Skills you'll gain: Google Cloud Platform, Model Deployment, Serverless Computing, Cloud Deployment, Generative AI, Cloud Applications, Application Deployment, AI Enablement, MLOps (Machine Learning Operations), Data Integration, Containerization, Data Storage Technologies, Machine Learning Methods, Performance Tuning, Scalability

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Research & Analysis

    Skills you'll gain: Responsible AI, Predictive Modeling, Data Analysis, Research, AI Product Strategy, Statistical Analysis, Data Preprocessing, Data Science, Research Methodologies, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Research and Design, Research Reports, Ethical Standards And Conduct, Qualitative Research, Emerging Technologies

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Transfer Learning for NLP with TensorFlow Hub

    Skills you'll gain: Transfer Learning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    181 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Northeastern University

    Responsible AI for Mental Health

    Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Psychiatry, Mental Health Counseling, Clinical Research Ethics, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, Data Security, Governance, Risk Mitigation, Risk Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Design and Model a 3D Pool Resort in SketchUp: EDUCBA
  • Master of Engineering in Engineering Management: University of Colorado Boulder
  • Google Cloud AlloyDB: Design & Operate Databases: Whizlabs
  • Introduction à l'analyse de données à l'aide d'Excel: Rice University
  • Segment Routing in MPLS Networks: Packt
  • Organizational Leadership: Northwestern University
  • Essential Manager Skills: Coursera
  • Budgeting: Analyze & Control Costs: Coursera
  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: Google Cloud
  • AI for Research & Analysis: AI CERTs

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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