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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
    Free Trial
    D

    Dartmouth College

    C Programming: Language Foundations - 2

    Skills you'll gain: C (Programming Language), Programming Principles, Embedded Systems, Program Development, Computer Engineering, Algorithms, Data Structures, Computer Programming, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    104 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Python for Finance: Beta and Capital Asset Pricing Model

    Skills you'll gain: Portfolio Management, Plotly, Data Visualization, Portfolio Risk, Investment Management, Return On Investment, Financial Modeling, Financial Analysis, Statistical Analysis, Financial Data, Finance, Data Analysis, Risk Analysis, Pandas (Python Package), Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    47 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Portfolio Managers: Smarter Asset Allocation

    Skills you'll gain: Portfolio Management, Responsible AI, Asset Management, Portfolio Risk, AI Enablement, Investment Management, Generative AI, AI Personalization, Financial Services, Artificial Intelligence, ChatGPT, Risk Management, Risk Analysis, Continuous Monitoring, Real Time Data, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 3 (Projects)

    Skills you'll gain: Microsoft Excel, Visual Basic (Programming Language), Simulations, Code Review, User Interface (UI), Automation, Debugging, Data Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    463 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Database Clients

    Skills you'll gain: MySQL, Django (Web Framework), Database Management, Database Application, SQL, Databases, Python Programming, Application Programming Interface (API), Data Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    96 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Getting Started with Teradata

    Skills you'll gain: Teradata SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Data Architecture, Data Warehousing, SQL, Data Import/Export, Software Installation, Performance Tuning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Practice Exams for CompTIA A+ Certification: Core 1 & Core 2

    Skills you'll gain: Command-Line Interface, Software Installation, Data Storage, Network Support, Network Infrastructure, Computer Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    60 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Certified Information Systems Security Professional (CISSP)

    Skills you'll gain: Identity and Access Management, IT Security Architecture, Security Testing, Single Sign-On (SSO), Data Security, Contingency Planning, User Provisioning, Cryptography, Network Security, Application Security, Information Systems Security, Cryptographic Protocols, Asset Protection, Cloud Security, Computer Security Incident Management, Digital Assets, Public Key Cryptography Standards (PKCS), Incident Response, Risk Management Framework, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Intro to TensorFlow 日本語版

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Feature Engineering, Data Pipelines, Deep Learning, Machine Learning Methods, Data Preprocessing, Artificial Neural Networks

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Raspberry Pi Projects

    Skills you'll gain: Hardware Design, Electronic Hardware, Schematic Diagrams, Electronics, Computer-Aided Design, Mechanical Design, Communication Systems, Wiring Diagram, 3D Modeling, Digital Communications, Serial Peripheral Interface, Electronic Components, Electronic Systems, Electrical Engineering, Telecommunications, Systems Of Measurement, Digital Signal Processing, Data Processing, Data Cleansing, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    98 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Networking and Security in iOS Applications

    Skills you'll gain: Core Data (Software), Apple iOS, iOS Development, JSON, Objective-C (Programming Language), OAuth, Authentications, Mobile Development, Single Sign-On (SSO), Secure Coding, Data Store, Cryptographic Protocols, Application Security, Data Persistence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    255 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • C Programming: Language Foundations - 2: Dartmouth College
  • Python for Finance: Beta and Capital Asset Pricing Model: Coursera
  • GenAI for Portfolio Managers: Smarter Asset Allocation: Coursera
  • Excel/VBA for Creative Problem Solving, Part 3 (Projects): University of Colorado Boulder
  • Database Clients: Meta
  • Getting Started with Teradata: LearnQuest
  • Practice Exams for CompTIA A+ Certification: Core 1 & Core 2: IBM
  • Certified Information Systems Security Professional (CISSP): Infosec
  • Intro to TensorFlow 日本語版: Google Cloud
  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)

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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