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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
    U

    University of California, Irvine

    Getting Started with Go

    Skills you'll gain: Data Management, File I/O, Python Programming, Java Programming, C (Programming Language), Network Protocols, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Generalized Linear Models and Nonparametric Regression

    Skills you'll gain: Statistical Modeling, R Programming, Statistical Analysis, Statistical Programming, Data Analysis, R (Software), Data Science, Data Ethics, Statistical Software, Statistical Methods, Regression Analysis, Predictive Modeling, Machine Learning, Logistic Regression, Probability & Statistics, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Measure Research Impact: Eye-Tracking to ROI

    Skills you'll gain: Return On Investment, Heat Maps, Business Research, Market Research, Business Metrics, User Research, Data Storytelling, Research, Data Presentation, Cost Benefit Analysis, Performance Analysis, Data-Driven Decision-Making, Consumer Behaviour, Data Analysis, Statistical Visualization, Financial Analysis, Cost Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Stream Real-Time Geo

    Skills you'll gain: Leaflet (Software), Dashboard Creation, Geospatial Information and Technology, Global Positioning Systems, Spatial Data Analysis, Geospatial Mapping, Internet Of Things, Systems Integration, Frontend Performance, Network Troubleshooting

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI For Business Analysis: Fine-Tuning LLMs

    Skills you'll gain: Model Evaluation, OpenAI API, Fine-tuning, Model Training, Data Preprocessing, OpenAI, Large Language Modeling, Real Time Data, Data Processing, LLM Application, Data Manipulation, Generative AI, Python Programming, Customer Analysis, Machine Learning, Customer Complaint Resolution

    4.1
    Rating, 4.1 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Generative AI, Tensorflow, Autoencoders, Generative Model Architectures, Bayesian Network, Deep Learning, Image Analysis, Bayesian Statistics, Model Optimization, Probability Distribution, Model Training, Sampling (Statistics), Data Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    109 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    SQL CASE Statements

    Skills you'll gain: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Software, Data Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Advanced · Guided Project · Less Than 2 Hours

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

    University of California, Davis

    Working Smarter with AI

    Skills you'll gain: Prompt Patterns, Prompt Engineering, Generative AI, Anthropic Claude, Large Language Modeling, Generative Model Architectures, ChatGPT, AI literacy, AI powered creativity, Data Ethics, Writing and Editing, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Editing, Writing, Artificial Intelligence, AI Enablement, Responsible AI, Workplace inclusivity, Business Writing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    208 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, AI Integrations, Data Literacy, Application Development, Scripting, Programming Principles, Automation, Computer Programming, Application Programming Interface (API), Package and Software Management, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
    ·
    241 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    RAG Systems and Production Operations

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, AI Security, Containerization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Summarize and Evaluate Ethical AI Insights

    Skills you'll gain: Data Ethics, Prompt Engineering, AI literacy, Responsible AI, Data Synthesis, Personally Identifiable Information, LLM Application, Information Privacy, Large Language Modeling, Qualitative Research, Data Integrity, Performance Analysis, Key Performance Indicators (KPIs), Performance Measurement, Variance Analysis, Gap Analysis, Market Opportunities, Business Development, Business Strategy, Business Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Dify – Create No-Code Chatbots and AI Workflows

    Skills you'll gain: No-Code Development, Application Deployment, AI Integrations, Workflow Management, LLM Application, Cloud Deployment, AI Workflows, Agentic Workflows, Business Process Automation, Application Development, AI Orchestration, Prompt Engineering, Performance Analysis, Document Management, Agentic systems, Open Source Technology

    Beginner · Course · 1 - 4 Weeks

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

  • Getting Started with Go: University of California, Irvine
  • Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
  • Measure Research Impact: Eye-Tracking to ROI: Coursera
  • Stream Real-Time Geo: Coursera
  • GenAI For Business Analysis: Fine-Tuning LLMs: Coursera
  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • SQL CASE Statements: Coursera
  • Working Smarter with AI: University of California, Davis
  • AI Python for Beginners: DeepLearning.AI
  • RAG Systems and Production Operations: Coursera

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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