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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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    Packt

    Advanced Data Analysis and Visualization with Pandas

    Skills you'll gain: Matplotlib, Pandas (Python Package), Data Import/Export, Data Visualization Software, Microsoft Excel, NumPy, Time Series Analysis and Forecasting, Jupyter, Data Analysis, Data Manipulation, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Advanced Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computational Thinking, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Unlocking Business Insights through Storytelling with Data

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Storytelling, Data Integrity, Data Analysis, Drive Engagement, Microsoft Excel, Design Elements And Principles, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Tsinghua University

    Data Structures and Algorithms (II)

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Computer Programming

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Software Design Patterns, Programming Principles, File Management, Algorithms, Simulations

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud 日本語版

    Skills you'll gain: Dataflow, Google Cloud Platform, Feature Engineering, Data Pipelines, Real Time Data, Unstructured Data, Tensorflow, Data Lakes, Apache Spark, Dashboard, Big Data, Serverless Computing, Applied Machine Learning, Data Warehousing, Cloud Engineering, PySpark, Cloud Storage, Data Processing, Scalability, Data Infrastructure

    4.4
    Rating, 4.4 out of 5 stars
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    289 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Fractal Analytics

    Modern Data Strategy for Enterprise Generative AI

    Skills you'll gain: Responsible AI, Data Governance, Data Strategy, Data Ethics, Data Management, Data Pipelines, Data Architecture, Generative AI, Metadata Management, Data Store, Governance, Data Loss Prevention, Data Security, Interoperability, Data Integrity, Docker (Software), Data Storage, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    E

    Edureka

    Use Tableau for your Data Science Workflow

    Skills you'll gain: Data Visualization, Data-Driven Decision-Making, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Data Visualization with ChatGPT: Python for Dashboarding

    Skills you'll gain: Dashboard, Data Visualization Software, ChatGPT, Analytics, Data-Driven Decision-Making, Interactive Data Visualization, Data Analysis, Matplotlib, Pandas (Python Package), Python Programming, Generative AI, Integrated Development Environments

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Edureka

    PySpark in Action: Hands-On Data Processing

    Skills you'll gain: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Processing, Distributed Computing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, SQL, Data Manipulation, Data Cleansing

    2.8
    Rating, 2.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Secure Your Data at Rest

    Skills you'll gain: Data Security, Cloud Security, Azure Active Directory, Microsoft Azure, Data Storage, Microsoft SQL Servers, Data Encryption Standard, Authorization (Computing), Authentications, Database Management, Data Governance, Key Management, Role-Based Access Control (RBAC), Threat Modeling, Identity and Access Management, Firewall

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Data Management, Reports, and Dashboards

    Skills you'll gain: Dashboard, Salesforce, Data Import/Export, Data Cleansing, Data Management, Data Storytelling, Business Reporting, Report Writing, Data Validation, Data Security, Scheduling

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Data Analysis and Visualization with Pandas: Packt
  • Advanced Data Structures and Algorithms: Packt
  • Unlocking Business Insights through Storytelling with Data: Coursera
  • Data Structures and Algorithms (II): Tsinghua University
  • Advanced C++ Features and Data Structures: Packt
  • Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
  • Modern Data Strategy for Enterprise Generative AI: Fractal Analytics
  • Use Tableau for your Data Science Workflow: Edureka
  • Data Visualization with ChatGPT: Python for Dashboarding : Coursera
  • PySpark in Action: Hands-On Data Processing: Edureka

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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