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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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    EDUCBA

    Analyze Global Logistics: A Strategic Supply Chain Case

    Skills you'll gain: Transportation Operations, Business Planning, Market Analysis, Process Design, Supplier Management, Cost Management

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Design a Customer Satisfaction Survey with Typeform: A Beginner's Guide

    Skills you'll gain: Customer Insights, User Feedback, Customer Analysis, Customer experience improvement, Data Sharing, Business Research, User Accounts, Content Creation

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Utilizing Engaging Assessment with Boom Learning

    Skills you'll gain: Education Software and Technology, Digital pedagogy

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Creating Date-Partitioned Tables in BigQuery

    Skills you'll gain: Data Processing, Database Management, SQL, Google Cloud Platform, Databases, Performance Tuning, Google Analytics

    Beginner · Project · Less Than 2 Hours

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    École Polytechnique Fédérale de Lausanne

    Programming Reactive Systems (Scala 2 version)

    Skills you'll gain: Scalability, Scala Programming, Distributed Computing, Event-Driven Programming, System Design and Implementation, Microservices, Software Architecture, Software Design Patterns, Cloud Computing, Software Design, Application Frameworks, Software Testing

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Marketing Fundamentals and Strategy Case Studies

    Skills you'll gain: Performance Analysis, Marketing, Marketing Effectiveness, Marketing Planning, Marketing Strategies, Strategic Marketing, Global Marketing, Plan Execution, Brand Management, Campaign Management, Marketing Management, Market Analysis, Brand Awareness, Marketing Strategy and Techniques, Product Strategy, Case Studies, Digital Marketing, Branding, Business, Product Lifecycle Management

    5
    Rating, 5 out of 5 stars
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    12 reviews

    Beginner · Specialization · 3 - 6 Months

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    Northeastern University

    Introduction to Machine Learning and Algorithmic Bias

    Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Governance, Model Evaluation, Risk Mitigation, Algorithms, Data Preprocessing, Business Ethics, Data Governance, Data Collection, Regulatory Requirements, Business, Business Strategy, Business Planning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Comment créer et rejoindre des équipes sur Canva

    Skills you'll gain: Presentations, Team Oriented, Team Management, Collaborative Software, Virtual Teams, Project Design, Data Sharing, Social Media, Graphic Design, User Accounts, Digital Marketing

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Deploying an Open Source Cassandra™ Database using the GCP Marketplace

    Skills you'll gain: Apache Cassandra, Google Cloud Platform, Database Administration, Operational Databases, Query Languages, Database Design, Database Management, Cloud Deployment

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Linux Bash Scripting & Shell Programming

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Unix Commands, Linux Administration, Linux, Scripting, Scripting Languages, File Management, Command-Line Interface, Debugging, System Configuration, User Interface (UI), IT Automation, Interactive Design, File I/O, Programming Principles

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Sending and Scheduling Looks in Looker

    Skills you'll gain: Looker (Software), Data Sharing, Data Visualization, Dashboard, Data Visualization Software, Google Cloud Platform, Data Analysis, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • Status: Free
    Free
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    Coursera

    Linux Daemon with Go: Build a Webpage Database Crawler

    Skills you'll gain: Cloud-Native Computing, Unstructured Data, Go (Programming Language), Web Servers, MySQL, Web Scraping, Server Side, Kubernetes, Web Applications, Back-End Web Development, Software Development, Linux, Database Software, Relational Databases

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Analyze Global Logistics: A Strategic Supply Chain Case: EDUCBA
  • Design a Customer Satisfaction Survey with Typeform: A Beginner's Guide: Coursera
  • Utilizing Engaging Assessment with Boom Learning: Coursera
  • Creating Date-Partitioned Tables in BigQuery: Google Cloud
  • Programming Reactive Systems (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Marketing Fundamentals and Strategy Case Studies: EDUCBA
  • Introduction to Machine Learning and Algorithmic Bias: Northeastern University
  • Comment créer et rejoindre des équipes sur Canva: Coursera
  • Deploying an Open Source Cassandra™ Database using the GCP Marketplace: Google Cloud
  • Linux Bash Scripting & Shell Programming: EDUCBA

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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