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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


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    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Literacy, Data Visualization, Generative AI, Risk Management, Risk Mitigation, ChatGPT, Data Synthesis, Compliance Management, AI Integrations, AI Workflows, Data Pipelines, Automation, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Healthcare Finance and Cost Management

    Skills you'll gain: Cost Accounting, Cost Control, Financial Analysis, Management Accounting, Budget Management, Strategic Planning, Health Care Administration, Cost Containment, Cost Management, Operating Cost, Budgeting, Financial Data, Planning, Accounting, Financial Management, Financial Accounting, Finance, Analysis, Leadership, Decision Making

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, IT Automation, Application Programming Interface (API), JSON, System Monitoring, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    3K reviews

    Beginner · Course · 1 - 3 Months

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    Hebrew University of Jerusalem

    Synapses, Neurons and Brains

    Skills you'll gain: Sensory Systems Analysis, Electrophysiology, Artificial Neural Networks, Life Sciences, Neurology, Cell Biology, Physiology, Psychology, Network Model, Network Analysis, Simulations, Anatomy, Healthcare Ethics, Simulation and Simulation Software, Mathematical Modeling, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Emory University

    Consulting Approach to Problem Solving

    Skills you'll gain: Data Cleansing, Lean Six Sigma, Six Sigma Methodology, Consulting, Problem Solving, Management Consulting, Analytical Skills, Complex Problem Solving, Business Consulting, Performance Improvement, Data-Driven Decision-Making, Data Analysis, Consultative Approaches

    4.8
    Rating, 4.8 out of 5 stars
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    483 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Perplexity.AI for Beginners: AI-Powered Search

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI literacy, Multimodal Prompts, Artificial Intelligence

    3.6
    Rating, 3.6 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    3.8
    Rating, 3.8 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Model Optimization, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Machine Learning Methods, Classification Algorithms, Model Training, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Statistical Machine Learning, Data Validation, Machine Learning, Project Management

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Coursera

    GenAI for Onboarding: Automating Employee Journeys

    Skills you'll gain: Responsible AI, Data Ethics, HR Tech, AI Personalization, Automation, Employee Surveys, Employee Onboarding, Human Resource Strategy, AI Integrations, AI Enablement, Generative AI Agents, User Feedback, Document Management, ChatGPT, Employee Engagement, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Autoencoders, Machine Learning Methods, Model Optimization, Deep Learning, Supervised Learning, Regression Analysis, Statistical Machine Learning, Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Model Training, Dimensionality Reduction, Machine Learning, Embeddings, Model Evaluation

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, AI Workflows, Agentic Workflows, AI Orchestration, Generative AI Agents, Agentic systems, LangChain, LLM Application, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Prompt Patterns, Retrieval-Augmented Generation, Tool Calling, Responsible AI, Risking, Context Management, Software Development, Python Programming, Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    110 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Content Creation and Collaboration

    Skills you'll gain: Microsoft Teams, Microsoft Copilot, Communication Planning, Microsoft 365, AI powered creativity, AI literacy, Taking Meeting Minutes, Collaborative Software, Meeting Facilitation, Data Storytelling, Microsoft Outlook, Coordinating, Cross-Functional Collaboration, Business Writing, Responsible AI, Executive Presence, Workflow Management, Document Management, Project Coordination, Content Creation

    Beginner · Course · 1 - 3 Months

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

  • GenAI for Fraud Analysts: Improving Detection Efficiency: Coursera
  • Healthcare Finance and Cost Management: EDUCBA
  • Automating Real-World Tasks with Python: Google
  • Synapses, Neurons and Brains: Hebrew University of Jerusalem
  • Consulting Approach to Problem Solving: Emory University
  • Perplexity.AI for Beginners: AI-Powered Search: Coursera
  • Advanced Recommender Systems: 28DIGITAL
  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
  • GenAI for Onboarding: Automating Employee Journeys: Coursera
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University

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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