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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


  • P

    Packt

    Time Series Analysis with Spark

    Skills you'll gain: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Codio

    Select Topics in Python: Natural Language Processing

    Skills you'll gain: Text Mining, Large Language Modeling, Hugging Face, Natural Language Processing, Data Processing, LLM Application, Generative AI, Data Preprocessing, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • 2

    28DIGITAL

    Supervised machine learning and performance evaluation

    Skills you'll gain: Model Training, Machine Learning Methods, Predictive Modeling, Sample Size Determination, Applied Machine Learning, Machine Learning Algorithms, Model Optimization, Statistical Modeling, Probability Distribution, Machine Learning, Analytics, Data Analysis, Analysis, Data Processing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google Cloud

    ML Pipelines on Google Cloud - 日本語版

    Skills you'll gain: Google Cloud Platform, CI/CD, MLOps (Machine Learning Operations), Data Pipelines, Tensorflow, Continuous Deployment, Model Deployment, Model Training, Metadata Management, AI Orchestration, PyTorch (Machine Learning Library)

    Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Corporate Finance Institute

    Introduction to Business Valuation

    Skills you'll gain: Business Valuation, Financial Analysis, Financial Modeling, Capital Budgeting, Financial Statement Analysis, Financial Forecasting, Finance, Cash Flow Forecasting, Cash Flows, Equities, Mergers & Acquisitions, Forecasting, Market Data, Excel Formulas, Microsoft Excel

    ★ 4.9 (7) · Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    Universidad Nacional Autónoma de México

    Marketing en redes sociales desde cero

    Skills you'll gain: Social Media Marketing, Content Performance Analysis, Social Media, Social Media Strategy, Performance Analysis, Content Creation, Social Media Campaigns, Social Media Content, Digital Marketing, Social Media Management, Social Media Analytics, Driving engagement, Digital Marketing Campaigns, Drive Engagement, Marketing, Digital Analysis, Customer Engagement, Marketing Strategies, Performance Metric, Business Metrics

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    Logical Operations

    Excel VBA Macros: Automating Tasks

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Automation, Business Process Automation, Computer Programming Tools, Microsoft 365, Data Wrangling, Spreadsheet Software, Development Environment, Computer Programming, Data Science

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Create surveys with Qualtrics

    Skills you'll gain: Survey Creation, Customer Retention, Customer Insights, Business Research, Customer Data Management, User Feedback, Customer experience improvement

    ★ 4.3 (15) · Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Using Cloud Error Reporting to Remediate Workload Issues on GKE

    Skills you'll gain: Kubernetes, Cloud Services, Google Cloud Platform, Cloud Management, Issue Tracking, Service Management, Debugging, Problem Management, DevOps

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Postman Tutorial: Getting Started with API Testing

    Skills you'll gain: Postman API Platform, Application Programming Interface (API), Software Testing, Restful API, Development Environment, Collaborative Software, Test Tools, Web Applications, Data Import/Export, User Interface (UI), Authentications

    ★ 4.4 (25) · Beginner · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Futuro de los datos y la tecnología - Echar un vistazo

    Skills you'll gain: Large Language Modeling, Image Analysis, Real Time Data, LLM Application, Analytics, Computer Vision, Advanced Analytics, Applied Machine Learning, Reinforcement Learning, Machine Learning Methods, Data Analysis, Data-Driven Decision-Making, Data Integration, Artificial Intelligence, Analysis, Automation, Data Presentation, Natural Language Processing, Supervised Learning, Innovation

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fred Hutchinson Cancer Center

    Making Science Reproducible - A Capstone Course

    Skills you'll gain: Version Control, Continuous Integration, Secure Coding, Continuous Delivery, Key Management

    Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular data mining courses

  • Time Series Analysis with Spark: Packt
  • Select Topics in Python: Natural Language Processing: Codio
  • Supervised machine learning and performance evaluation: 28DIGITAL
  • ML Pipelines on Google Cloud - 日本語版: Google Cloud
  • Introduction to Business Valuation: Corporate Finance Institute
  • Marketing en redes sociales desde cero: Universidad Nacional Autónoma de México
  • Excel VBA Macros: Automating Tasks: Logical Operations
  • Create surveys with Qualtrics: Coursera
  • Using Cloud Error Reporting to Remediate Workload Issues on GKE: Google Cloud
  • Postman Tutorial: Getting Started with API Testing: Packt

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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