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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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    Starweaver

    Advanced Threat Intelligence Techniques

    Skills you'll gain: Cyber Threat Intelligence, Intelligence Collection and Analysis, Cyber Threat Hunting, MITRE ATT&CK Framework, Threat Modeling, Threat Detection, AI Security, Malware Protection, Cyber Security Assessment, Cybersecurity, Artificial Intelligence, Network Analysis, Requirements Analysis, Technical Communication, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Design Smart Surveys with Skip Logic

    Skills you'll gain: Surveys, Survey Creation, User Feedback, Case Studies, Data Quality, Research Design, User Research, Data Collection, Qualitative Research, Sampling (Statistics)

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Microsoft Power BI Performance Best Practices

    Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Performance Improvement, Performance Tuning, Data Architecture, Performance Measurement, Dashboard, Performance Analysis, Scalability, Microsoft SQL Servers, Microsoft Azure, Business Intelligence, Data Transformation, Performance Management, User Interface and User Experience (UI/UX) Design, Data Storage

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Design and Implement SQL Server Case Studies

    Skills you'll gain: Microsoft SQL Servers, Database Design, Stored Procedure, Transaction Processing, Case Studies, SQL, SQL Server Reporting Services, Databases, Database Management, System Testing, Database Development, Database Architecture and Administration, Database Management Systems, Relational Databases, Database Application, Data Integrity, User Interface (UI), System Configuration, Loyalty Programs, Server Administration

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Automating Processes with Bamboo CI/CD

    Skills you'll gain: Atlassian Bamboo, CI/CD, Continuous Integration, Continuous Deployment, Application Deployment, Continuous Delivery, DevOps, Bitbucket, Test Automation, Software Configuration Management, Jira (Software), Git (Version Control System), Configuration Management, Software Installation, Data Pipelines, Development Testing

    Intermediate · Course · 1 - 4 Weeks

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    University of California San Diego

    Introduction to Discrete Mathematics for Computer Science

    Skills you'll gain: Graph Theory, Logical Reasoning, Combinatorics, Computational Logic, Deductive Reasoning, Cryptography, Probability, Computational Thinking, Encryption, Probability Distribution, Network Analysis, Public Key Cryptography Standards (PKCS), Theoretical Computer Science, Bayesian Statistics, Python Programming, Data Structures, Cybersecurity, Algorithms, Arithmetic, Visualization (Computer Graphics)

    4.5
    Rating, 4.5 out of 5 stars
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    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Practice Empathic Feedback

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Salesforce Administration Fundamentals for Beginners

    Skills you'll gain: Salesforce, Administration, Role-Based Access Control (RBAC), Data Sharing, Security Controls, User Accounts, System Configuration, Workflow Management, Data Validation, Object-Relational Mapping, Productivity Software, Data Integrity, Data Quality, Customer Relationship Management (CRM) Software

    Beginner · Course · 1 - 3 Months

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    Arizona State University

    Response Surfaces, Mixtures, and Model Building

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Statistical Modeling, Research Design, Mathematical Modeling, Analysis, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    67 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Share Knowledge Effectively

    Skills you'll gain: Knowledge Transfer, Data Sharing, Technical Documentation, Document Management, Collaboration, Teamwork, Information Architecture, Productivity, Operational Efficiency, Content Management, Information Management, Business Communication, Digital Communications

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    AI in Supply Chain

    Skills you'll gain: Supply Chain Management, Supply Chain, Supply Chain Planning, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Generative AI Agents, Inventory Management System, AI Enablement, Generative AI, Supply Management, Demand Planning, Logistics, AI Workflows, Warehousing, Data-Driven Decision-Making, Forecasting, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Automation

    Intermediate · Course · 1 - 3 Months

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    Northwestern University

    Social Media Marketing

    Skills you'll gain: Marketing Budgets, Blogs, Social Media Marketing, Integrated Marketing Communications, Social Media, Peer Review, Key Performance Indicators (KPIs), Social Media Strategy, Real Time Data, Marketing Effectiveness, Content Marketing, Strategic Marketing, Marketing Strategies, Social Media Content, Marketing, Target Audience, Digital Transformation, Analytics, Digital Marketing, ChatGPT

    4.6
    Rating, 4.6 out of 5 stars
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    Beginner · Specialization · 3 - 6 Months

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

  • Advanced Threat Intelligence Techniques: Starweaver
  • Design Smart Surveys with Skip Logic: Coursera
  • Microsoft Power BI Performance Best Practices: Packt
  • Design and Implement SQL Server Case Studies: EDUCBA
  • Automating Processes with Bamboo CI/CD: Coursera
  • Introduction to Discrete Mathematics for Computer Science: University of California San Diego
  • Practice Empathic Feedback: Coursera
  • Apply Salesforce Administration Fundamentals for Beginners: EDUCBA
  • Response Surfaces, Mixtures, and Model Building: Arizona State University
  • Share Knowledge Effectively: 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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