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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


  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, Artificial Intelligence, Machine Learning, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    619 reviews

    Beginner · Specialization · 1 - 3 Months

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    Edureka

    Fine-Tuning Techniques for AI Models

    Skills you'll gain: Model Training, Prompt Engineering, Hugging Face, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Natural Language Processing, Artificial Intelligence, Machine Learning, Data Quality, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Sales: Prospecting, Pitching, and Growth

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Process, AI Personalization, Proposal Writing, Sales Enablement, Sales Presentations, Responsible AI, Lead Generation, Sales Development, Data Visualization, Competitive Analysis, Prospecting and Qualification, Inside Sales, Microsoft Copilot, Sales Prospecting, Customer Relationship Management (CRM) Software, Generative AI, B2B Sales, Data-Driven Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    62 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Vanderbilt University

    Applied AI

    Skills you'll gain: ChatGPT, Prompt Engineering, Agentic Workflows, Claude Code, Prompt Patterns, Generative AI Agents, AI Enablement, Prompt Engineering Tools, AI powered creativity, Multimodal Prompts, AI Product Strategy, Anthropic Claude, AI Orchestration, Agentic systems, Generative AI, AI Workflows, AI Personalization, AI Integrations, AI Security, Responsible AI

    4.8
    Rating, 4.8 out of 5 stars
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    11K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    S

    Simplilearn

    Foundation of Agentic AI and LLM Architecture Training

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Orchestration, AI Workflows, LLM Application, Generative AI Agents, Workflow Management, AI Enablement, Business Workflow Analysis, Large Language Modeling, Decision Intelligence, Business Process Automation, Generative Model Architectures, Artificial Intelligence, Enterprise Application Management, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Spreadsheet Date and Time Formulas for Professionals

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Calendar Management, Scheduling, Productivity, Business Reporting, Financial Reporting, Analysis, Business Systems Analysis, Financial Analysis, Business Analysis, Business Systems, Job Analysis, Financial Systems, Business

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    U

    University of Michigan

    Systems Thinking for AI & Automation

    Skills you'll gain: Generative AI, AI Workflows, Workflow Management, Information Architecture, Artificial Intelligence, Systems Thinking, Record Keeping, Strategic Thinking, Cost Benefit Analysis, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Edureka

    Transfer Learning Foundations for AI Models

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Large Language Modeling, Machine Learning Methods, Computer Vision, Data Science, Artificial Intelligence, Applied Machine Learning, NumPy, Pandas (Python Package), Python Programming, Natural Language Processing, Supervised Learning, Feature Engineering, Machine Learning, Predictive Modeling, Data Analysis, Data Visualization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    DeepLearning.AI

    Natural Language Processing with Sequence Models

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Generative Model Architectures, Machine Learning Methods, Model Training, Network Architecture

    4.5
    Rating, 4.5 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    SQL Problem Solving

    Skills you'll gain: SQL, Data Quality, Complex Problem Solving, Data Visualization, JSON, Query Languages, Business Metrics, Business Reporting, Data Validation, Data Cleansing, Data Presentation, Forecasting, Data Analysis, Predictive Analytics, Data Manipulation

    4.1
    Rating, 4.1 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Next-Gen Workplace Automation with GenAI

    Skills you'll gain: CrewAI, Prompt Engineering, Anthropic Claude, Email Automation, Generative AI, AI Orchestration, AI Workflows, ChatGPT, Responsible AI, AI Product Strategy, Agentic Workflows, Automation, AI Enablement, Workflow Management, Report Writing, Productivity, Innovation, Operational Efficiency, Performance Reporting, Customer Support

    4.4
    Rating, 4.4 out of 5 stars
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    479 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SAS

    Introduction to Statistical Analysis: Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, SAS (Software), Correlation Analysis, Statistical Software, Statistical Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Analysis, Graphical Tools, Predictive Modeling, Predictive Analytics, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    176 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI for Good: DeepLearning.AI
  • Fine-Tuning Techniques for AI Models: Edureka
  • GenAI for Sales: Prospecting, Pitching, and Growth: Coursera
  • Applied AI: Vanderbilt University
  • Foundation of Agentic AI and LLM Architecture Training: Simplilearn
  • Spreadsheet Date and Time Formulas for Professionals: EDUCBA
  • Systems Thinking for AI & Automation: University of Michigan
  • Transfer Learning Foundations for AI Models: Edureka
  • Natural Language Processing with Sequence Models: DeepLearning.AI
  • SQL Problem Solving: University of California, Davis

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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