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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


  • 2

    28DIGITAL

    Introduction to Architecting Smart IoT Devices

    Skills you'll gain: Embedded Software, Unified Modeling Language, Embedded Systems, Internet Of Things, Software Development Life Cycle, Systems Architecture, Systems Design, Technical Design, Systems Engineering, Real-Time Operating Systems, Prototyping, Requirements Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    311 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    ETL pipelines con Python: recopila datos de Spotify

    Skills you'll gain: Interactive Data Visualization, Data Transformation, Data Presentation, Data Visualization Software, Business Intelligence, Data Analysis, Extract, Transform, Load, Exploratory Data Analysis, Pandas (Python Package), Data Collection, Data Pipelines, Development Environment, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Google Cloud Pub/Sub: Qwik Start - Command Line

    Skills you'll gain: Google Cloud Platform, Public Cloud, Command-Line Interface, Middleware, DevOps

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Software Architecture for the Internet of Things

    Skills you'll gain: Software Architecture, Functional Requirement, Requirements Analysis, Internet Of Things, Software Design Patterns, User Requirements Documents, Android Development, Application Frameworks, Maintainability, Interoperability, Software Quality (SQA/SQC)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    250 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    I

    Intel

    An Introduction to Practical Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Computer Vision, Machine Learning Methods, Natural Language Processing, Scalability, Reinforcement Learning, Performance Tuning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    150 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Create a Lead Generation Messenger Chatbot using Chatfuel

    Skills you'll gain: Lead Generation, Email Automation, No-Code Development, Google Sheets, Application Deployment, Real Time Data, Customer Communications Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    331 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Use Canva to Create an Interactive Mind Map

    Skills you'll gain: Canva (Software), Multimedia, Interactive Data Visualization, Data Visualization, Marketing Design, Data Sharing, Presentations, Design, Color Theory, Graphic Design, Marketing, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    437 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    P

    Peking University

    社会调查与研究方法 (上)Methodologies in Social Research (Part I)

    Skills you'll gain: Research Methodologies, Research Design, Scientific Methods, Research, Surveys, Social Sciences, Experimentation, Qualitative Research, Data Collection, Sample Size Determination, Survey Creation, Ethical Standards And Conduct, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Getting Started with U.S. Payroll Fundamentals

    Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Payroll Tax, Labor Compliance, Compensation Management, Labor Law, Benefits Administration, Employee Onboarding, Tax Compliance, Problem Solving, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    61 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Amsterdam

    Methods and Statistics in Social Science - Final Research Project

    Skills you'll gain: Statistical Analysis, Research, Research Reports, Data Analysis, Research Design, Data Collection, Research Methodologies, Surveys, Qualitative Research, Experimentation, Descriptive Statistics, Survey Creation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    70 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Architecting with Google Compute Engine em Português

    Skills you'll gain: Kubernetes, Cloud Infrastructure, Google Cloud Platform, Identity and Access Management, Application Deployment, Cloud Applications, Generative AI, Microservices, Cloud Storage, Containerization, CI/CD, Infrastructure As A Service (IaaS), Data Storage Technologies, Prompt Engineering, Cloud Computing Architecture, Cloud Computing, Infrastructure Architecture, Cloud-Native Computing, Site Reliability Engineering, Terraform

    4.8
    Rating, 4.8 out of 5 stars
    ·
    917 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to Architecting Smart IoT Devices: 28DIGITAL
  • ETL pipelines con Python: recopila datos de Spotify: Coursera
  • Google Cloud Pub/Sub: Qwik Start - Command Line: Google Cloud
  • Prescriptive Analytics: Dartmouth College
  • Software Architecture for the Internet of Things: 28DIGITAL
  • An Introduction to Practical Deep Learning: Intel
  • Create a Lead Generation Messenger Chatbot using Chatfuel: Coursera
  • Use Canva to Create an Interactive Mind Map: Coursera
  • 社会调查与研究方法 (上)Methodologies in Social Research (Part I): Peking University
  • Getting Started with U.S. Payroll Fundamentals: Automatic Data Processing, Inc. (ADP)

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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