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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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    The University of Edinburgh

    Football: More than a Game

    Skills you'll gain: Culture, International Relations, Finance, Diplomacy, Social Impact, Cultural Diversity, Socioeconomics, Cultural Sensitivity, World History, Governance, Community Development, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 3 Months

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    SAP

    Designing an SAP Solution

    Skills you'll gain: Technical Design, User Feedback, Technical Consulting, Solution Design, Solution Architecture, SAP Applications, Requirements Analysis, Agile Methodology, Business Requirements, Requirements Elicitation, Gap Analysis, Customer Engagement, Presentations, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    97 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Xbox

    Xbox Product Manager

    Skills you'll gain: User Story, Product Planning, User Interface (UI), Competitive Analysis, Product Roadmaps, User Interface and User Experience (UI/UX) Design, Stakeholder Management, Market Research, Product Management, Design Thinking, AI Product Strategy, Mockups, Consumer Behaviour, Usability Testing, Wireframing, Market Analysis, Stakeholder Communications, Product Lifecycle Management, Product Strategy, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    60 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Microsoft

    C++ Programming Fundamentals

    Skills you'll gain: Debugging, Program Development, Software Documentation, Pseudocode, C++ (Programming Language), Computational Thinking, Maintainability, Programming Principles, Computer Programming, Integrated Development Environments, Development Environment, Algorithms, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Advanced SQL Retrieval Queries in SQLiteStudio

    Skills you'll gain: SQL, Query Languages, Relational Databases, Data Manipulation, Data Analysis, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    98 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Use Mailchimp to Build an E-mail Marketing Campaign

    Skills you'll gain: Email Marketing, Advertising Mail, Direct Marketing, Campaign Management, Marketing Materials, Marketing, Digital Marketing, Target Audience, Registration, Design, Business

    4.5
    Rating, 4.5 out of 5 stars
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    382 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    DeepLearning.AI

    TensorFlow を使った畳み込みニューラルネットワーク

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Classification Algorithms, Applied Machine Learning, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Meta

    Advanced Programming in Swift

    Skills you'll gain: Swift Programming, Apple iOS, Unit Testing, Apple Xcode, Development Testing, Mobile Development, Object Oriented Programming (OOP), Data Structures, Application Development, Software Design, Debugging, Functional Design

    4.7
    Rating, 4.7 out of 5 stars
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    90 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Technical University of Munich (TUM)

    Digitalisation in Space Research

    Skills you'll gain: Global Positioning Systems, Digital Transformation, Environmental Monitoring, Aerospace Basic Quality System Standards, Manufacturing Processes, Image Analysis, Industrial Engineering, Cybersecurity, Spatial Data Analysis, Artificial Intelligence, Threat Detection, Automation, Cyber Risk, Telecommunications, Technology Strategies, Cloud Computing, Data Storage, Data Integration

    4.8
    Rating, 4.8 out of 5 stars
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    103 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Collaborate and Code: GitHub with Python and Jupyter

    Skills you'll gain: Version Control, GitHub, Jupyter, Git (Version Control System), Generative AI, Software Documentation, Automation

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado System

    Intermediate Object-Oriented Programming for Unity Games

    Skills you'll gain: Unity Engine, Object Oriented Programming (OOP), Video Game Development, File I/O, C# (Programming Language), Event-Driven Programming, Software Design Patterns, UI Components, Integrated Development Environments, Debugging, Data Persistence

    4.6
    Rating, 4.6 out of 5 stars
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    330 reviews

    Intermediate · Course · 1 - 3 Months

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    SkillUp

    Generative AI: Unleash Your Project Management Potential

    Skills you'll gain: Responsible AI, Generative AI, Google Gemini, Project Management, LLM Application, AI Enablement, Project Management Life Cycle, Data Ethics, Prompt Engineering, ChatGPT, Case Studies, Team Oriented, Project Documentation

    4.5
    Rating, 4.5 out of 5 stars
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    149 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Football: More than a Game: The University of Edinburgh
  • Designing an SAP Solution: SAP
  • Xbox Product Manager: Xbox
  • C++ Programming Fundamentals: Microsoft
  • Advanced SQL Retrieval Queries in SQLiteStudio: Coursera
  • Use Mailchimp to Build an E-mail Marketing Campaign: Coursera
  • TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
  • Advanced Programming in Swift: Meta
  • Digitalisation in Space Research: Technical University of Munich (TUM)
  • Collaborate and Code: GitHub with Python and Jupyter: 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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