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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


  • M

    Minnesota State University, Mankato

    Core Human Resources Functions and Strategic Impact

    Skills you'll gain: Human Capital, People Analytics, Performance Metric, Labor Compliance, People Development, Talent Acquisition, Recruitment Strategies, Employee Engagement, Business Ethics

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Balance Workload Smartly

    Skills you'll gain: Resource Allocation, Variance Analysis, Sprint Planning, Agile Methodology, Agile Project Management, Capacity Planning, Project Estimation, Estimation, Resource Utilization, User Story, Project Management Software, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    SystemVerilog Tutorials: Hardware Design & Verification

    Skills you'll gain: Hardware Design, Field-Programmable Gate Array (FPGA), Data Structures, Systems Design, Application Specific Integrated Circuits, Electronic Systems, Computer Engineering, Verification And Validation, Embedded Systems, Software Design, Simulation and Simulation Software, Test Engineering, Programming Principles, Data Synthesis, Analysis, Design, Process Optimization

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Behavioral Design Patterns in C++

    Skills you'll gain: Software Design Patterns, Code Review, System Design and Implementation, C and C++

    Intermediate · Course · 3 - 6 Months

  • P

    Pragmatic AI Labs

    GitHub Production Applications

    Skills you'll gain: Object-Relational Mapping, Restful API, Code Review, Test Case, Software Testing, Test Automation, Business Logic, Application Development, AI Workflows, Requirements Analysis, GitHub, API Design, Full-Stack Web Development, Test Driven Development (TDD), Software Technical Review, Software Development, Back-End Web Development, Data Persistence, Software Architecture, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting started with ImageJ

    Skills you'll gain: Image Analysis, Software Installation, Data Analysis, Analysis, Scientific Methods, User Interface (UI)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    62 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Migration to AWS

    Skills you'll gain: Cloud Deployment, Data Storage Technologies, IT Automation, Automation, Database Management Systems

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Threat Modeling, Security Engineering, Security Testing, Hardening, Security Controls, Security Strategy, Penetration Testing, Data Validation, Model Evaluation, Information Privacy, Generative Adversarial Networks (GANs), Analysis, Design

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Doing more with Google Sheets

    Skills you'll gain: Google Sheets, Spreadsheet Software, Excel Formulas, Pivot Tables And Charts, Collaborative Software, Data Sharing, Data Presentation, Data Visualization, Data Visualization Software, Data Analysis, Data Import/Export, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    Managing Projects with AI

    Skills you'll gain: AI Product Strategy, Project Management Software, Responsible AI, Project Risk Management, AI Enablement, Project Management, Project Portfolio Management, Project Management Life Cycle, Risk Analysis, Project Management Office (PMO), Project Implementation, Resource Allocation, Timelines, Project Scoping, Artificial Intelligence and Machine Learning (AI/ML), Project Performance, Project Accounting, Predictive Modeling, Generative AI Agents, Generative AI

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Statistical and Predictive Modeling for Finance

    Skills you'll gain: Descriptive Statistics, Financial Data, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Predictive Modeling, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Model Evaluation, Supervised Learning

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Build Cloud-Based Employee Management Systems

    Skills you'll gain: MySQL, Cloud Development, Google Cloud Platform, Cloud Computing, Back-End Web Development, Restful API, Data Persistence, Verification And Validation, Systems Architecture, Databases, Database Design, Application Development

    Beginner · Course · 1 - 4 Weeks

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

  • Core Human Resources Functions and Strategic Impact: Minnesota State University, Mankato
  • Balance Workload Smartly: Coursera
  • SystemVerilog Tutorials: Hardware Design & Verification: Coursera
  • Behavioral Design Patterns in C++: Packt
  • GitHub Production Applications: Pragmatic AI Labs
  • Getting started with ImageJ: Coursera
  • Migration to AWS: Packt
  • Secure AI Interpret and Protect Models: Coursera
  • Doing more with Google Sheets: Google Cloud
  • Managing Projects with AI: 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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