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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


  • C

    Coursera

    Covid-19 Death Medical Analysis & Visualization using Plotly

    Skills you'll gain: Plotly, Plot (Graphics), Data Visualization, Scientific Visualization, Datamaps, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Python Programming, Exploratory Data Analysis, Data Import/Export, Data Analysis, Medical Science and Research, Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Madecraft

    Demystify the Cloud: Amazon Web Services Basics

    Skills you'll gain: Amazon Web Services, Cloud Deployment, Cloud Computing, Cloud Computing Architecture, Cloud Services, AWS CloudFormation, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Cloud Infrastructure, Infrastructure as Code (IaC), Amazon S3, Amazon CloudWatch, Cloud Security, Cloud Storage, Serverless Computing, DevOps, Data Analysis, Machine Learning, Database Management, Cost Management

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    A Practical Approach to Timeseries Forecasting Using Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Model Optimization, Predictive Analytics, Data Preprocessing, Statistical Modeling, Model Evaluation, Machine Learning Methods, Data Processing, Feature Engineering, Data Visualization Software

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Azure Fundamentals and Core Application Development

    Skills you'll gain: Microsoft Azure, Cloud Development, Cloud Applications, Cloud Deployment, Containerization, Docker (Software), Cloud Management, Azure DevOps, Cloud Computing, Cloud Solutions, Cloud Infrastructure, Application Development, Application Deployment, Serverless Computing, Scalability, Microsoft Visual Studio, Software Development Tools, System Monitoring, Authentications

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Measure Latency & Prioritize Real-Time Traffic

    Skills you'll gain: Network Performance Management, Network Monitoring, Network Troubleshooting, Real Time Data, Performance Testing, Performance Tuning, Network Engineering, Network Planning And Design, Application Performance Management, Network Protocols, Service Level, Verification And Validation, Software Quality Assurance, Network Analysis, Performance Metric, Network Model, Package and Software Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    Duke University

    Music as Biology: What We Like to Hear and Why

    Skills you'll gain: Music, Sensory Systems Analysis, Music Theory, Aesthetics, World Music, Cultural Diversity, Physiology, Biology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    730 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Connect an App to a Cloud SQL for PostgreSQL Instance

    Skills you'll gain: Application Deployment, Kubernetes, Cloud Applications, Cloud Deployment, Operational Databases, Google Cloud Platform, Cloud Management, Database Application, Databases, Cloud-Native Computing, Containerization, Data Access, PostgreSQL, SQL

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Bioinformatic Methods II

    Skills you'll gain: Bioinformatics, Molecular Biology, R (Software), Informatics, Network Analysis, Data Analysis, Data Visualization Software, Data Processing, Scientific Visualization, Structural Analysis, Heat Maps

    4.8
    Rating, 4.8 out of 5 stars
    ·
    489 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Sapienza University of Rome

    Recovering the Humankind's Past and Saving the Universal Heritage

    Skills you'll gain: 3D Assets, Ancient History, 3D Modeling, Visualization (Computer Graphics), Public History, Digital Publishing, Scientific Methods, Data Sharing, Data Modeling, Cultural Diversity, Case Studies, Cultural Sensitivity, Liberal Arts, Research, Data Management, Data Collection, Research Methodologies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    310 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Advanced Algorithms and Complexity

    Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Computer Science, Big Data, Python Programming, Model Optimization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    703 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Financial Reporting with Tableau: Parameters & Filters

    Skills you'll gain: Dashboard, Dashboard Creation, Tableau Software, Interactive Data Visualization, Financial Reporting, Financial Data, Business Reporting, Financial Statements, Business Intelligence, Financial Acumen, Financial Analysis, Data Visualization Software, Performance Analysis, Key Performance Indicators (KPIs)

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning: Recurrent Neural Networks with Python

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Large Language Modeling, Text Mining, Artificial Neural Networks, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Time Series Analysis and Forecasting, Network Architecture

    Beginner · Specialization · 1 - 3 Months

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

  • Covid-19 Death Medical Analysis & Visualization using Plotly: Coursera
  • Demystify the Cloud: Amazon Web Services Basics: Madecraft
  • A Practical Approach to Timeseries Forecasting Using Python: Packt
  • Azure Fundamentals and Core Application Development: Packt
  • Measure Latency & Prioritize Real-Time Traffic: Coursera
  • Music as Biology: What We Like to Hear and Why: Duke University
  • Connect an App to a Cloud SQL for PostgreSQL Instance: Google Cloud
  • Bioinformatic Methods II: University of Toronto
  • Recovering the Humankind's Past and Saving the Universal Heritage: Sapienza University of Rome
  • Advanced Algorithms and Complexity: University of California San Diego

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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