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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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    Taipei Medical University

    Pharmacotherapy: Understanding Biotechnology Products

    Skills you'll gain: Biotechnology, Pharmaceuticals, Drug Development, Clinical Pharmacy, Molecular Biology, Pharmacology, Biochemistry, Pharmacotherapy, Biomedical Engineering, Bioinformatics, Clinical Research, Biology, Product Development, Healthcare Industry Knowledge, Patient Safety, Internal Medicine, General Medicine, Vector Databases, Quality Control, Data Analysis

    Mixed · Course · 1 - 3 Months

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    Johns Hopkins University

    Toxicology 21: Scientific Applications

    Skills you'll gain: Analytical Testing, Hazard Analysis, Environmental Regulations, Pharmacology, Biochemistry, Cell Cultures, Environmental Science, Biochemical Assays, Medical Science and Research, Laboratory Research, Bioinformatics, Endocrinology, Molecular Biology, Data Mining

    4.6
    Rating, 4.6 out of 5 stars
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    90 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Excel for Beginners: Pivot Tables

    Skills you'll gain: Spreadsheet Software, Microsoft Excel, Google Sheets, Data Visualization, Data-Driven Decision-Making, Microsoft Office, Descriptive Analytics, Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    192 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    John Wiley & Sons

    Prompt Engineering: Tools, Models, and Future Directions

    Skills you'll gain: Prompt Engineering Tools, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Responsible AI, Generative AI, Generative Model Architectures, Computer Vision, Image Analysis, LLM Application, AI literacy, AI powered creativity, Large Language Modeling, OpenAI, Data Ethics, AI Personalization, Artificial Intelligence, Creativity, Musical Composition, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Cloud Computing Concepts, Part 1

    Skills you'll gain: Distributed Computing, Data Store, NoSQL, Apache Cassandra, Cloud Computing, Systems Design, Cloud Computing Architecture, Database Theory, Algorithms, Scalability, C++ (Programming Language)

    4.3
    Rating, 4.3 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Structure Lifecycle Marketing

    Skills you'll gain: Marketing Automation, Conversion Funnel Analysis, HubSpot CRM, Marketing Operations, Customer Relationship Management (CRM) Software, Marketing Effectiveness, Marketing Analytics, Data-Driven Marketing, Customer Retention, Customer Acquisition Management, Customer Analysis, Cross-Channel Marketing, Marketing, Customer Insights, Customer Communications Management, Target Audience, Communication Planning, Customer Engagement, Workflow Management, B2B Sales

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Mastering Visual Studio 2022

    Skills you'll gain: Microsoft Visual Studio, Unit Testing, Performance Tuning, Test Driven Development (TDD), Continuous Integration, Git (Version Control System), Cross Platform Development, Debugging, Microsoft Development Tools, CI/CD, Development Testing, Microsoft Azure, Cloud-Based Integration, Integrated Development Environments, Cloud Deployment, GitHub, Visual Basic (Programming Language), C# (Programming Language), ASP.NET, Web Development

    Advanced · Course · 3 - 6 Months

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    University of Colorado Boulder

    Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising

    Skills you'll gain: Google Ads, Digital Advertising, Online Advertising, Advertising, Contextual Advertising, Pay Per Click Advertising, Advertising Campaigns, Paid media, Social Media, Search Engine Marketing, Performance marketing, Marketing, Keyword Research, Search Engine Optimization, Social Media Marketing, Digital Marketing, Social Media Strategy, Social Media Campaigns, Media Buying, Data Ethics

    4.6
    Rating, 4.6 out of 5 stars
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    835 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, GIS Software, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Data Analysis Software, Data Mapping, Data Management, Data Import/Export, Data Integration, Data Access

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Microsoft Go-To-Market Strategy

    Skills you'll gain: Go To Market Strategy, Prompt Engineering, Marketing Analytics, Conversion Funnel Analysis, Applicant Tracking Systems, Competitive Analysis, Data-Driven Marketing, Content Performance Analysis, Marketing Effectiveness, Campaign Planning, Campaign Management, Marketing Automation, Generative AI Agents, Value Propositions, Digital Marketing Campaigns, Marketing Strategies, Strategic Marketing, Product Marketing, Prompt Engineering Tools, Marketing Operations

    Intermediate · Professional Certificate · 3 - 6 Months

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    Microsoft

    Performance & Culture Alignment

    Skills you'll gain: Delegation Skills, Responsible AI, Culture Transformation, Team Performance Management, Organizational Development, Prompt Engineering, People Analytics, Empowerment, Performance Management, Organizational Effectiveness, AI literacy, Microsoft Copilot, People Development, Management Training And Development, Performance Analysis, Performance Measurement, Organizational Change, Goal Setting, Microsoft Development Tools, Microsoft Visio

    Intermediate · Course · 1 - 3 Months

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    SkillsBooster Academy

    Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, AI Orchestration, Responsible AI, Prompt Patterns, AI literacy, Agentic Workflows, LLM Application, AI Enablement, AI Security, Context Engineering, AI Workflows, AI powered creativity, AI Personalization, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Business Transformation, Business Operations, Personal Development

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Pharmacotherapy: Understanding Biotechnology Products: Taipei Medical University
  • Toxicology 21: Scientific Applications: Johns Hopkins University
  • Excel for Beginners: Pivot Tables: Coursera
  • Prompt Engineering: Tools, Models, and Future Directions: John Wiley & Sons
  • Cloud Computing Concepts, Part 1: University of Illinois Urbana-Champaign
  • Structure Lifecycle Marketing: Coursera
  • Mastering Visual Studio 2022: Packt
  • Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising: University of Colorado Boulder
  • ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro: Packt
  • Microsoft Go-To-Market Strategy: Microsoft

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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