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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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    Packt

    Object-Oriented Programming and Core Java Constructs

    Skills you'll gain: Object Oriented Programming (OOP), Java, Object Oriented Design, Java Programming, Maintainability, Software Design, Data Structures, Software Architecture, Memory Management, Programming Principles, Code Reusability, Data Management, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Infosec

    Information Privacy Essentials

    Skills you'll gain: Federal Information Security Management Act, Medical Privacy, Information Privacy, General Data Protection Regulation (GDPR), Health Insurance Portability And Accountability Act (HIPAA) Compliance, NIST 800-53, Personally Identifiable Information, Health Information Management, Law, Regulation, and Compliance, Data Governance, Cyber Governance, Health Care Procedure and Regulation, Compliance Management, Regulatory Compliance, Data Security, Information Systems Security, ISO/IEC 27001, Payment Card Industry (PCI) Data Security Standards, Health Information Management and Medical Records, Credit/Debit Card Processing

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Cryptography, Network Monitoring, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Data Storage Technologies, Cybersecurity, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Active Directory, Encryption, Firewall, Operating Systems, Authentications, Authorization (Computing), General Data Protection Regulation (GDPR), Business Software

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Icahn School of Medicine at Mount Sinai

    GIS Fundamentals for Public Health Research

    Skills you'll gain: Geographic Information Systems, ArcGIS, GIS Software, Spatial Data Analysis, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Epidemiology, Public Health, Environmental Science, Data Mapping, Community Health, Analysis, Open Source Technology, Environmental Engineering

    Beginner · Course · 1 - 4 Weeks

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    Fractal Analytics

    Generative AI for HR Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, LLM Application, Large Language Modeling, Human Resources, AI Enablement, Information Privacy, Human Resource Policies, Governance, AI Integrations, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Talent Acquisition, Compliance Management, Diversity and Inclusion

    4.5
    Rating, 4.5 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Tesla Stock Price Prediction using Facebook Prophet

    Skills you'll gain: Plotly, Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Model Evaluation, Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Statistical Visualization, Google Sheets, Interactive Data Visualization, Equities, Machine Learning, Data Import/Export

    4.2
    Rating, 4.2 out of 5 stars
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    146 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Designing and Building Web APIs with ASP.NET Core

    Skills you'll gain: Restful API, API Design, ASP.NET, Application Programming Interface (API), GraphQL, .NET Framework, Object-Relational Mapping, Data Modeling, Data Store, Relational Databases, Middleware, C# (Programming Language), Query Languages, Transact-SQL, Data Mapping, Application Frameworks, Data Access, Back-End Web Development, Data Persistence, Configuration Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Edureka

    Predictive Modeling with Python

    Skills you'll gain: Predictive Modeling, Statistical Modeling, Statistical Machine Learning, Predictive Analytics, Statistical Methods, Data Analysis, Analytics, Applied Machine Learning, Business Analytics, Machine Learning Methods, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Python Programming, Data Manipulation, Pandas (Python Package), NumPy

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Launching Your Fabric Analytics Career

    Skills you'll gain: Interviewing Skills, Professional Development, Web Presence, Professionalism, Analytics, Technical Communication, Technical Writing, Portfolio Management, AI literacy, Verbal Communication Skills, Oral Expression, Data Processing, Workforce Development, Data Integrity, Data Management, Data Security

    Advanced · Course · 1 - 4 Weeks

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    Fractal Analytics

    Model Context Protocol (MCP) Mastery

    Skills you'll gain: Model Context Protocol, AI Security, AI Integrations, Tool Calling, IT Security Architecture, Generative AI Agents, Security Engineering, Context Management, Interoperability, Agentic systems, Enterprise Security, Authorization (Computing), Generative AI

    4.6
    Rating, 4.6 out of 5 stars
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    58 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Research Methods and Statistics in Psychology

    Skills you'll gain: Surveys, Survey Creation, Qualitative Research, Research Design, Descriptive Statistics, Statistical Hypothesis Testing, Research, Correlation Analysis, Quantitative Research, Experimentation, Scientific Methods, Statistical Methods, Probability & Statistics, Science and Research, Data Analysis, Statistical Analysis, Statistics, Research Methodologies, Statistical Inference, Psychology

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Build a Dynamic File Transfer App with WebRTC

    Skills you'll gain: Session Initiation Protocols, Node.JS, File Transfer Protocol (FTP), Debugging, Web Applications, Data Import/Export, File I/O, Frontend Performance, Scalability, Verification And Validation, Full-Stack Web Development, Data Validation, JSON, Real Time Data, Event-Driven Programming, Memory Management, Performance Tuning, Server Side, Application Programming Interface (API), User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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

  • Object-Oriented Programming and Core Java Constructs: Packt
  • Information Privacy Essentials: Infosec
  • Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems: Microsoft
  • GIS Fundamentals for Public Health Research: Icahn School of Medicine at Mount Sinai
  • Generative AI for HR Professionals: Fractal Analytics
  • Tesla Stock Price Prediction using Facebook Prophet: Coursera
  • Designing and Building Web APIs with ASP.NET Core: Packt
  • Predictive Modeling with Python: Edureka
  • Launching Your Fabric Analytics Career: Microsoft
  • Model Context Protocol (MCP) Mastery: Fractal Analytics

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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