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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


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    AI CERTs

    AI in Supply Chain

    Skills you'll gain: Inventory Management System, Supply Chain Management, Supply Chain Planning, Supply Chain, Inventory Management, Demand Planning, Forecasting, Inventory Control, Customer Demand Planning, Supply Management, Supplier Management, Risk Management Framework, AI Enablement, Logistics, Logistics Management, Supplier Relationship Management, Artificial Intelligence, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents

    3.3
    Rating, 3.3 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build Powerful AI Agents with OpenAI Tools

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, OpenAI API, Model Deployment, OpenAI, AI Integrations, Tool Calling, LLM Application, Enterprise Application Management, OAuth, Model Context Protocol, Prompt Engineering, Performance Tuning, Real Time Data, Interoperability, Prompt Patterns, Application Deployment

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Michigan

    Programming for Designers

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Computer Graphic Techniques, Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Graphical Tools, Game Design, Computational Logic, Computational Thinking

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    E

    Edureka

    Generative AI for Finance and Accounting

    Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Accounts Payable, Accounts Payable and Receivable, Prompt Engineering Tools, Data Ethics, Accounting and Finance Software, Financial Data, Make.com, Data Governance, Workflow Management, Miro AI, Financial Forecasting, Financial Management, Financial Analysis, Artificial Intelligence, No-Code Development, Budgeting, Forecasting

    3.5
    Rating, 3.5 out of 5 stars
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    8 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Choose Cost-Effective ML Algorithms Fast

    Skills you'll gain: Model Training, Benchmarking, Decision Intelligence, Resource Utilization, Cost Estimation, Resource Consumption Accounting, Memory Management, Run Chart, Analysis, Cost Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Improving Math Engagement with Prodigy

    Skills you'll gain: Education Software and Technology, Mathematics Education

    4.7
    Rating, 4.7 out of 5 stars
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    88 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    G

    Google Cloud

    Understanding Your Google Cloud Costs

    Skills you'll gain: Google Cloud Platform, Billing, Looker (Software), Billing Systems, Expense Management, Cloud Management, Billing & Invoicing, Dashboard, Cost Management, Google Sheets, Account Management, Resource Management, Identity and Access Management

    4.6
    Rating, 4.6 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    I

    Insper

    Gestão de Dados Científicos

    Skills you'll gain: Data Sharing, Data Management, Data Quality, Data Collection, General Science and Research, Data-Driven Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Introduction to Penetration Testing and Ethical Hacking

    Skills you'll gain: Penetration Testing, MITRE ATT&CK Framework, Public Key Infrastructure, Cybersecurity, Cryptography, Cryptographic Protocols, Exploitation techniques, Security Testing, Encryption, Technical Writing, Test Tools, Human Factors (Security), Technical Communication

    3.9
    Rating, 3.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Rochester

    Community Engagement in Research and Population Health

    Skills you'll gain: Health Disparities, Social Determinants Of Health, Health Equity, Community Health, Public Health, Public Health and Disease Prevention, Health Systems, Health Policy, Community Development, Health Informatics, Community Outreach, Data Collection, Value-Based Care, Research, Program Evaluation, Driving engagement

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Imperial College London

    Global Disease Masterclass: Communicable Diseases Epidemiology, Intervention and Prevention

    Skills you'll gain: Infectious Diseases, Epidemiology, Public Health and Disease Prevention, Public Health, Microbiology, Preventative Care, Health Policy, Public Policies, Policy Analysis, Trend Analysis, Immunology, Treatment Planning, Data Mapping

    4.7
    Rating, 4.7 out of 5 stars
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    189 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI in Supply Chain: AI CERTs
  • Build Powerful AI Agents with OpenAI Tools: Coursera
  • Programming for Designers: University of Michigan
  • Build & Evaluate Real-Time Object Detectors: Coursera
  • Generative AI for Finance and Accounting: Edureka
  • Choose Cost-Effective ML Algorithms Fast: Coursera
  • Improving Math Engagement with Prodigy: Coursera
  • Understanding Your Google Cloud Costs: Google Cloud
  • Gestão de Dados Científicos: Insper
  • Introduction to Penetration Testing and Ethical Hacking: Johns Hopkins 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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