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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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    Microsoft

    Microsoft Account Manager with Generative AI

    Skills you'll gain: Solution Selling, Account Strategy, Productivity Software, Financial Management, Consultative Selling, Administrative Support, Negotiation, Sales Process, Business Ethics, Customer Relationship Management (CRM) Software, Contract Negotiation, Key Performance Indicators (KPIs), Sales Prospecting, Customer Service, Account Management, Microsoft Copilot, Client Services, Content Management, Relationship Building, Generative AI

    Advanced · Professional Certificate · 3 - 6 Months

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    Packt

    SwiftUI - Build Amazing Apps - With Much Less Code

    Skills you'll gain: Swift Programming, Mobile Development, Apple iOS, Apple Xcode, Application Development, UI Components, Data Persistence, User Interface (UI), Debugging, User Interface (UI) Design, Data Structures, Data Modeling, Animations

    Beginner · Course · 3 - 6 Months

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    Coursera

    RFQs: Solicit and Track Pricing

    Skills you'll gain: Request For Quotation (RFQ), Procurement, Strategic Sourcing, Purchasing, Vendor Management, Bidding, Supplier Management, Cost Estimation, Standard Operating Procedure, Process Analysis, Data-Driven Decision-Making, Spreadsheet Software

    Beginner · Course · 1 - 4 Weeks

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    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Analytical Skills, Behavioral Economics, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms, Probability

    4.9
    Rating, 4.9 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Cybersecurity Risks in Financial Systems

    Skills you'll gain: Regulatory Compliance, Risk Analysis, Data Ethics, Emerging Technologies, Cloud Security, AI Security, Blockchain

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize Content for AI Visibility

    Skills you'll gain: Digital Marketing, Search Engine Optimization, Keyword Research, ChatGPT, Content Development and Management, Web Content, Content Performance Analysis, Technical Writing, JSON

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    94 reviews

    Advanced · Guided Project · Less Than 2 Hours

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    Coursera

    DynaTrace Masterclass – The Complete Guide for Beginners

    Skills you'll gain: System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Transaction Processing, Continuous Monitoring, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Software Engineering, Problem Solving, Solution Design

    4.7
    Rating, 4.7 out of 5 stars
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    7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize Backlogs and Jira Readiness

    Skills you'll gain: Backlogs, Jira (Software), Sprint Planning, Agile Methodology, Agile Product Development, User Story, Process Development, Data-Driven Decision-Making, Workflow Management, Prioritization, Key Performance Indicators (KPIs), Process Design, Continuous Improvement Process, Project Estimation, Quality Assurance, Standard Operating Procedure

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, Embeddings, User Interface (UI), UI Components, Semantic Web, Database Systems, Model Evaluation, Databases, Data Storage Technologies, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework), Database Management, AI Personalization

    4.6
    Rating, 4.6 out of 5 stars
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    540 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Microsoft Account Manager with Generative AI: Microsoft
  • SwiftUI - Build Amazing Apps - With Much Less Code: Packt
  • RFQs: Solicit and Track Pricing: Coursera
  • Human Decision Making and its Biases: Fractal Analytics
  • Analyze Cybersecurity Risks in Financial Systems: EDUCBA
  • Optimize Content for AI Visibility: Coursera
  • Regression and Classification: University of Colorado Boulder
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • DynaTrace Masterclass – The Complete Guide for Beginners: Coursera
  • Programming Fundamentals: Duke 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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