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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


  • U

    University of California San Diego

    Genome Assembly Programming Challenge

    Skills you'll gain: Bioinformatics, Epidemiology, Graph Theory, Infectious Diseases, Program Development, Molecular Biology, Molecular, Cellular, and Microbiology, Computational Thinking, Algorithms, Software Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    352 reviews

    Advanced · Course · 1 - 4 Weeks

  • M

    Microsoft

    Interactive Reporting and Visualization in Power BI

    Skills you'll gain: Data Visualization, Data Presentation, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Dashboard, Dashboard Creation, Business Reporting, Advanced Analytics, Compliance Reporting, Design Elements And Principles, User Experience

    Intermediate · Course · 1 - 3 Months

  • S

    Splunk Inc.

    Splunk Search Expert

    Skills you'll gain: Splunk, Correlation Analysis, Data Transformation, Interactive Data Visualization, Data Manipulation, Data Visualization Software, Dashboard Creation, Data Wrangling, Performance Tuning, Model Optimization, Dashboard, Statistical Analysis, Data Processing, Analysis, Data Synthesis, Business Intelligence, Data Analysis, Big Data, Data Science, Business Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    283 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI Summarization with Langchain: Summarize Text Documents

    Skills you'll gain: LangChain, LLM Application, OpenAI API, Large Language Modeling, Prompt Engineering, Generative AI, Application Development, Web Applications, Python Programming, Web Development, User Interface (UI)

    3.4
    Rating, 3.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    AWS Generative AI Applications

    Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, AI Orchestration, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    121 reviews

    Beginner · Professional Certificate · 1 - 3 Months

  • C

    Cisco Learning and Certifications

    Network Automation Engineering Fundamentals

    Skills you'll gain: Ansible, Devops Tools, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Tools, Software Development Methodologies, Network Model, IT Automation, Software-Defined Networking, CI/CD, DevOps, Network Engineering, Network Architecture, Application Programming Interface (API), Scripting, Network Protocols, Network Routing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    165 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California, Davis

    Quantitative Research

    Skills you'll gain: Surveys, Statistical Hypothesis Testing, Survey Creation, Quantitative Research, Statistical Analysis, Marketing Analytics, Market Research, Advanced Analytics, Statistical Methods, Data Analysis, Probability & Statistics, Marketing, Data-Driven Marketing, Business Research, Business Analytics, Statistical Modeling, Target Market, Market Analysis, Marketing Strategies, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    346 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Survey Design & Statistical Analysis

    Skills you'll gain: Rmarkdown, Knitr, Surveys, Survey Creation, Data Quality, Sample Size Determination, Statistical Hypothesis Testing, Data Governance, Market Research, Regression Analysis, Predictive Modeling, Quantitative Research, Data Analysis, Statistical Analysis, Key Performance Indicators (KPIs), R Programming, Excel Formulas, Business Intelligence, Data Visualization, Performance Metric

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Les Expressions Régulières en Python

    Skills you'll gain: Data Validation, Data Cleansing, Scripting, Python Programming, Scripting Languages

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • N

    New York Institute of Finance

    Credit Risk Management: Frameworks and Strategies

    Skills you'll gain: Credit Risk, Risk Mitigation, Risk Management, Portfolio Risk, Risk Management Framework, Derivatives, Project Risk Management, Risk Analysis, Lending and Underwriting, Business Risk Management, Financial Analysis, Financial Market, Financial Statement Analysis, Portfolio Management, Analysis, Financial Statements, Market Data, Market Trend, Cash Flows, Balance Sheet

    4.7
    Rating, 4.7 out of 5 stars
    ·
    446 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Cinematic Storytelling Simplified: Mastering Lumen5 AI

    Skills you'll gain: Video Production, Storytelling, Visual Storytelling, Video Editing, Content Creation, AI powered creativity, Editing

    3.3
    Rating, 3.3 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Genome Assembly Programming Challenge: University of California San Diego
  • Interactive Reporting and Visualization in Power BI: Microsoft
  • Splunk Search Expert: Splunk Inc.
  • GenAI Summarization with Langchain: Summarize Text Documents: Coursera
  • AWS Generative AI Applications: Amazon Web Services
  • Network Automation Engineering Fundamentals: Cisco Learning and Certifications
  • Quantitative Research: University of California, Davis
  • Advanced Survey Design & Statistical Analysis: Coursera
  • Les Expressions Régulières en Python: Coursera
  • Introduction to Deep Learning: University of Colorado Boulder

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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