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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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    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Systems Analysis, Data Flow Diagrams (DFDs), Application Design

    5
    Rating, 5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced Scheduling and Project Optimization in Primavera P6

    Skills you'll gain: Scheduling, Project Schedules, Project Controls, Timelines, Project Management Software, Work Breakdown Structure, Management Reporting, Performance Reporting, Process Improvement and Optimization, Configuration Management, Dashboard, Resource Management, System Configuration

    4.5
    Rating, 4.5 out of 5 stars
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    17 reviews

    Advanced · Course · 1 - 3 Months

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    Coursera

    Mastering Portfolio Analysis

    Skills you'll gain: Portfolio Risk, Portfolio Management, Financial Analysis, Financial Data, Analysis, Data Analysis, Risk Management, Quantitative Research, Performance Analysis, Market Data, Financial Modeling, Investments, Asset Management

    4.5
    Rating, 4.5 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    Universidad Nacional Autónoma de México

    Resolución de problemas por búsqueda

    Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Problem Management, Data Structures, Performance Testing, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering Multi-Agent Development with AutoGen

    Skills you'll gain: Generative AI Agents, AI Orchestration, Agentic systems, Agentic Workflows, Artificial Intelligence, LLM Application, Development Environment, Tool Calling, Prompt Engineering, Human Machine Interfaces, Software Development Tools, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    59 reviews

    Intermediate · Course · 1 - 3 Months

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    Advancing Women in Tech

    Leadership Principles for Software Engineers

    Skills you'll gain: Goal Setting, Engineering Management, Smart Goals, Recruitment, Technical Management, Management Training And Development, Talent Management, Leadership and Management, Talent Acquisition, People Management, Team Leadership, Software Engineering, Leadership, Program Management, Cloud Engineering, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    72 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Web Development with Python

    Skills you'll gain: Web Development, Flask (Web Framework), Restful API, Cloud Deployment, Selenium (Software), Front-End Web Development, Web Applications, Full-Stack Web Development, Object-Relational Mapping, JavaScript Frameworks, Application Security, HTML and CSS, Back-End Web Development, Databases, Application Programming Interface (API), Python Programming, Vue.JS, Relational Databases, SQL, Collaboration

    4.1
    Rating, 4.1 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Credit Analyst Academy

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Financial Analysis, Loans, Environmental Social And Corporate Governance (ESG), Market Data, Derivatives, Portfolio Risk, Financial Regulation, Financial Modeling, Risk Analysis, Bank Regulations, Financial Market, Securities (Finance), Risk Management, Financial Data, Financial Services, Portfolio Management, Risk Mitigation, Project Portfolio Management

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Pearson

    Generative AI for Developers: Unit 2

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Scripting, Python Programming, Application Development, Test Script Development, Web Applications, AI Workflows, Jupyter, Data Analysis, Pandas (Python Package), Software Documentation, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    API Validation with Postman

    Skills you'll gain: Postman API Platform, API Testing, Data Validation, Application Programming Interface (API), Restful API, Verification And Validation, Performance Tuning, Microservices, Performance Testing, Security Controls, Data Integrity, Authentications

    4.2
    Rating, 4.2 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft PowerPoint

    Skills you'll gain: Microsoft PowerPoint, Presentations, Microsoft Office, Productivity Software, Multimedia, Computer Literacy, Information Technology, Editing

    4.7
    Rating, 4.7 out of 5 stars
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    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    O

    O.P. Jindal Global University

    Unsupervised Learning and Its Applications in Marketing

    Skills you'll gain: Anomaly Detection, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Marketing Analytics, Data Mining, Feature Engineering, Autoencoders, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Marketing, Statistical Machine Learning, Target Audience, Python Programming, Market Analysis, Exploratory Data Analysis, Model Evaluation, Algorithms

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Systems Architecture  : IBM
  • Advanced Scheduling and Project Optimization in Primavera P6: Packt
  • Mastering Portfolio Analysis : Coursera
  • Resolución de problemas por búsqueda: Universidad Nacional Autónoma de México
  • Mastering Multi-Agent Development with AutoGen: Packt
  • Leadership Principles for Software Engineers: Advancing Women in Tech
  • Web Development with Python: Microsoft
  • Credit Analyst Academy: Starweaver
  • Generative AI for Developers: Unit 2: Pearson
  • API Validation with Postman: Coursera

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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