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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


  • É

    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Transformation, Network Performance Management, Data Persistence, Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Data Analysis, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment, Case Studies

    ★ 4.7 (31) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Salesforce Data Cloud Mastery: Certified Consultant Skills Path

    Skills you'll gain: Salesforce, Data Governance, Cloud Management, Customer Data Management, Data Integration, Data Management, Customer Insights, Data Architecture, Dataflow, Data Modeling, Data Access, Data Processing, Cloud Computing, Data Import/Export, Metadata Management, Real Time Data, Customer Analysis, Data Analysis, OpenAI API, Automation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    Apply C++ Graphics to Visualize Pandemic Population Data

    Skills you'll gain: Data Presentation, Scientific Visualization, Data Visualization Software, Statistical Visualization, Plot (Graphics), Visualization (Computer Graphics), C++ (Programming Language), Application Development, Graphing, Computer Graphics, C and C++, Data Mapping, Application Frameworks, Verification And Validation, Graphical Tools, Data Processing, Computer Graphic Techniques, Software Testing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    CertNexus

    CFR: Security Assessment, Data Collection, and Log Analysis

    Skills you'll gain: Vulnerability Management, Security Information and Event Management (SIEM), Penetration Testing, Vulnerability Assessments, Cybersecurity, Intelligence Collection and Analysis, Vulnerability Scanning, Cyber Attacks, Network Security, Information Systems Security, Computer Security, Analysis, Network Analysis, Auditing, Data Analysis, Linux Commands, Data Collection, Correlation Analysis, Bash (Scripting Language), Windows PowerShell

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Julia Programming for Data Science and Machine Learning

    Skills you'll gain: Plot (Graphics), Mathematical Software, Data Manipulation, Jupyter, Python Programming, Numerical Analysis, Data Wrangling, Data Science, Java, R Programming, Interoperability, Java Programming, Programming Principles, Computer Programming, Development Environment, Statistical Analysis, Scripting Languages, C (Programming Language), Data Structures, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Analyze, Create, and Secure Data with Zero Trust

    Skills you'll gain: Security Architecture Review, Investigation, Cyber Security Assessment, IT Security Architecture, Failure Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Evaluate and Transform M&A Data for Valuations

    Skills you'll gain: Microsoft Excel, Excel Formulas, Data Storytelling, Mergers & Acquisitions, Data Transformation, Interactive Data Visualization, Spreadsheet Software, Data Presentation, Business Valuation, Financial Modeling, Case Studies, Analysis, Financial Statement Analysis, Financial Analysis, Market Data, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Data Governance bei der Google Workspace-Nutzung

    Skills you'll gain: Gmail, Data Governance, Data Management, Google Workspace, Data Loss Prevention, Information Management, Records Management, Email Security, Data Security, Data Storage, System Configuration, Compliance Management, Record Keeping, Regulatory Compliance, Regulatory Requirements, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • I

    IBM

    Capstone: Build and Operate an AI-Native Data Platform

    Intermediate · Course

  • U

    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

    Skills you'll gain: Big Data, Apache Spark, Data Store, Data Storage Technologies, Apache Hadoop, Apache Mahout, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Cloud Computing, Real Time Data, Databases, Analytics, Deep Learning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning

    ★ 4.3 (343) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Data-Driven Marketing, Generative AI, Marketing Analytics, Customer Analysis, Customer Insights, Advanced Analytics, Analytics, Predictive Modeling, Marketing Strategies, Forecasting

    Beginner · Course · 1 - 4 Weeks

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

  • Big Data Analysis with Scala and Spark (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • Salesforce Data Cloud Mastery: Certified Consultant Skills Path: Packt
  • Apply C++ Graphics to Visualize Pandemic Population Data: EDUCBA
  • CFR: Security Assessment, Data Collection, and Log Analysis: CertNexus
  • Julia Programming for Data Science and Machine Learning: Packt
  • Analyze, Create, and Secure Data with Zero Trust: Coursera
  • Evaluate and Transform M&A Data for Valuations: Coursera
  • Data Governance bei der Google Workspace-Nutzung: Google Cloud
  • Capstone: Build and Operate an AI-Native Data Platform: IBM

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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