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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


  • C

    Coursera

    Map Buyer Journey

    Skills you'll gain: Content Marketing, Content Strategy, Content Development and Management, Target Audience, Persona Development, Blogs, Content Performance Analysis, Customer experience strategy (CX), Marketing Strategies, Content Creation, Marketing, Customer Analysis, Content Management, Driving engagement, Consumer Behaviour, Media Buying, Web Analytics and SEO

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Lean Six Sigma - Yellow Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Lean Manufacturing, Continuous Improvement Process, Data-Driven Decision-Making, Process Analysis, Business Analysis, Benchmarking, Root Cause Analysis, Stakeholder Management, Project Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    Accounting and Financial Modelling Bootcamp

    Skills you'll gain: Working Capital, Financial Statements, Financial Modeling, Financial Accounting, Financial Analysis, Financial Reporting, Financial Statement Analysis, Income Statement, Business Valuation, Financial Acumen, Accounting, Cash Flows, Bookkeeping, Business Metrics, Generally Accepted Accounting Principles (GAAP), Benchmarking, Return On Investment, Capital Budgeting, Microsoft Excel, Finance

    Beginner · Specialization · 1 - 3 Months

  • M

    Microsoft

    Crafting User-First Product Experiences in the AI Era

    Skills you'll gain: Competitive Analysis, Market Research, User Story, User Interface (UI), Competitive Intelligence, Usability, Persona Development, Microsoft Copilot, Product Development, Market Analysis, Product Management, Product Lifecycle Management, Design Thinking, Product Roadmaps, User Interface (UI) Design, Market Opportunities, Regulation and Legal Compliance, Data Ethics, Responsible AI, Data Governance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    365 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    ISC2

    Foundations of Governance, Risk, and Compliance

    Skills you'll gain: Security Controls, Governance Risk Management and Compliance, Risk Management, Business Risk Management, Compliance Management, Compliance Auditing, Enterprise Risk Management (ERM), Data Security, Information Privacy, Continuous Monitoring, Auditing, Information Systems Security, Regulatory Compliance, Verification And Validation, Risk Analysis, Document Management, Scope Management, Asset Protection

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    AI for Learning & Development 

    Skills you'll gain: Responsible AI, AI Personalization, Training and Development, Instructional Design, AI Enablement, Employee Training, Generative AI Agents, Training Programs, Learning Management Systems, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Workforce Development, Learning Styles, Learning Theory, Learning Strategies, Human Learning, Childhood Education and Development, Real Time Data

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Statistical and Predictive Modeling for Finance

    Skills you'll gain: Descriptive Statistics, Financial Data, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Predictive Modeling, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Model Evaluation, Supervised Learning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Programming for Beginners with Lua and Love2D

    Skills you'll gain: Video Game Development, Game Design, Development Environment, Data Structures, Computer Programming, Programming Principles, User Interface (UI), Scripting Languages, Debugging

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Efficient Workflows and Sales Operations

    Skills you'll gain: Email Automation, Sales Process, Calendar Management, Microsoft Copilot, Business Process Automation, Sales Management, Sales Strategy, Automation, AI Enablement, Scheduling, Workflow Management, Prioritization, Operational Efficiency, Continuous Improvement Process, Data Security, Quality Assurance, Performance Measurement

    Advanced · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Model Evaluation, Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Machine Learning

    2.5
    Rating, 2.5 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build an iOS Stock Trading App with Swift & Charts

    Skills you'll gain: Portfolio Management, Financial Trading, Data Visualization Software, Dataflow, UI Components

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Audit & Evaluate Excel Models

    Skills you'll gain: Auditing, Financial Auditing, Excel Formulas, Version Control, Financial Modeling, Microsoft Excel, Model Evaluation, Peer Review, Risk Modeling, Change Control, Analysis, Governance Risk Management and Compliance, Business Modeling, Case Studies, Performance Analysis, Technical Documentation, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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

  • Map Buyer Journey: Coursera
  • Lean Six Sigma - Yellow Belt: Packt
  • Accounting and Financial Modelling Bootcamp: Starweaver
  • Crafting User-First Product Experiences in the AI Era: Microsoft
  • Foundations of Governance, Risk, and Compliance: ISC2
  • AI for Learning & Development : AI CERTs
  • Statistical and Predictive Modeling for Finance : Coursera
  • Programming for Beginners with Lua and Love2D: Packt
  • Efficient Workflows and Sales Operations: Microsoft
  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest

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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