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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


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    Stanford University

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Audio and Music

    Skills you'll gain: Natural Language Processing, Digital Signal Processing, Data Ethics, Tensorflow, Responsible AI, Augmented Reality, Artificial Intelligence, AI Personalization, Music, Multimedia, Music Performance, Deep Learning, Information Privacy, Creativity

    Beginner · Course · 1 - 3 Months

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    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Image Analysis, Real Time Data

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    ML Pipelines on Google Cloud - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, CI/CD, Apache Airflow, Tensorflow, Data Pipelines, Kubernetes, Model Deployment, AI Orchestration, Metadata Management, AI Workflows, Model Evaluation, Containerization, Scalability

    Advanced · Course · 1 - 3 Months

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    AI CERTs

    AI for Executives & Strategy

    Skills you'll gain: Responsible AI, Strategic Leadership, AI Enablement, Digital Transformation, Business Strategy, Data Ethics, Organizational Strategy, Business Transformation, Project Management Software, Artificial Intelligence, Emerging Technologies, Business Ethics, Governance, Data-Driven Decision-Making, Workforce Planning

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    Project Management: Managing Uncertainty and Risks

    Skills you'll gain: Risk Analysis, Project Risk Management, User Story, Communication Planning, Sprint Planning, Agile Project Management, Change Control, Project Management, Project Planning, Backlogs, Release Management, Stakeholder Communications, Team Leadership, Leadership, Microsoft Excel, Leadership Development, Microsoft Word, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    Leadership Problem-Solving with AI: Think Like a Leader

    Skills you'll gain: Prioritization, Strategic Prioritization, Strategic Leadership, Problem Solving, Systems Thinking, Complex Problem Solving, Critical Thinking and Problem Solving, Leadership, Strategic Decision-Making, Stakeholder Communications, Responsible AI, Initiative and Leadership, AI Enablement, Leadership Development, Decision Making, Artificial Intelligence, Analysis, Critical Thinking, Root Cause Analysis, Data Ethics

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Amazon

    Amazon Junior Software Developer

    Skills you'll gain: File I/O, Git (Version Control System), Software Development Methodologies, JUnit, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, SQL, Full-Stack Web Development, Test Driven Development (TDD), Systems Development, Software Development, Functional Requirement, Restful API, Object Oriented Programming (OOP), Database Management, Digital Transformation, Java Programming, Generative AI

    4.4
    Rating, 4.4 out of 5 stars
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    521 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    From Schematic to PCB: Layout Fundamentals

    Skills you'll gain: USB, Electronic Hardware, Hardware Design, Electronics, Electrical Systems, Electronics Engineering, Electrical Power, Power Electronics, Electronic Components, Routing Protocols, Computer-Aided Design, Schematic Diagrams, Design, Design Specifications, Design Strategies, Verification And Validation, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    How to Use ChatGPT and Generative AI to Help Create Content

    Skills you'll gain: OpenAI API

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize Campaigns: Boost Your AI Visibility

    Skills you'll gain: Cross-Channel Marketing, Return On Investment, Marketing Budgets, Campaign Management, Marketing Channel, Data Presentation, Google Ads, Advertising Campaigns, Marketing Effectiveness, Performance marketing, Performance Analysis, Data-Driven Decision-Making, Budget Management, Lead Generation

    Beginner · Course · 1 - 4 Weeks

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    ESSEC Business School

    Hotel Management: Distribution, Revenue and Demand Management

    Skills you'll gain: Revenue Management, Hospitality Management, Competitive Analysis, Digital Marketing, Data-Driven Decision-Making, Stakeholder Communications, Forecasting, Budgeting, Demand Generation, Hotel Operations, Asset Management, Marketing, Financial Forecasting, Market Share, Target Market, Financial Analysis, Hospitality, Strategic Planning, Marketing Channel, Business Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
  • AI for Audio and Music: AI CERTs
  • AWS Generative AI Lab Series: Amazon Web Services
  • ML Pipelines on Google Cloud - Français: Google Cloud
  • AI for Executives & Strategy: AI CERTs
  • Project Management: Managing Uncertainty and Risks: Logical Operations
  • Leadership Problem-Solving with AI: Think Like a Leader: Saïd Business School, University of Oxford
  • Amazon Junior Software Developer: Amazon
  • From Schematic to PCB: Layout Fundamentals: Coursera
  • How to Use ChatGPT and Generative AI to Help Create Content: Packt

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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