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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


  • S

    Shanghai Jiao Tong University

    离散数学

    Skills you'll gain: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Computer Science, Applied Mathematics, Network Model, Deductive Reasoning, Computational Logic, Network Analysis, Advanced Mathematics, Analytical Skills, Arithmetic, Applied Machine Learning, Probability

    4.3
    Rating, 4.3 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Alibaba Cloud Academy

    Protecting Cloud Architecture with Alibaba Cloud

    Skills you'll gain: Cloud Security, Network Security, Network Architecture, Data Security, Application Security, Cloud Computing, Operating Systems, Linux, Firewall, Distributed Denial-Of-Service (DDoS) Attacks, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    62 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Infosec

    Credential Access, discovery, lateral movement & collection

    Skills you'll gain: MITRE ATT&CK Framework, Network Security, Cybersecurity, Exploitation techniques, Python Programming, Data Access, Authorization (Computing), Authentications, Scripting, Remote Access Systems, User Accounts

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    ChatGPT - Uses and Strategies

    Skills you'll gain: ChatGPT, Responsible AI, AI Enablement, Artificial Intelligence, Prompt Engineering, LLM Application, Generative AI, Content Creation, Innovation, Creativity, Natural Language Processing, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    商管統計資料分析三 (Analytics for Business and Management (III))

    Skills you'll gain: Logistic Regression, R Programming, Statistical Analysis, Case Studies, Model Evaluation, Statistical Modeling, Regression Analysis, Advanced Analytics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Business Analytics

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Optimize SQL Queries: Uncover Performance Bottlenecks

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Cloud Support Associates

    Skills you'll gain: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Routines in SQL: Stored procedures in SQL Server

    Skills you'll gain: Stored Procedure, Microsoft SQL Servers, Transact-SQL, SQL, Database Development, Procedure Development, Database Management Systems, Query Languages

    Intermediate · Guided Project · Less Than 2 Hours

  • L

    LearnKartS

    Advanced Docker

    Skills you'll gain: Docker (Software), Cloud-Native Computing, Containerization, Application Deployment, Devops Tools, Data Storage, DevOps, Security Controls, CI/CD, Authentications, Hardening, YAML, Virtual Networking, Network Planning And Design, Data Persistence, Scalability

    3.4
    Rating, 3.4 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build an expense tracker app in Django

    Skills you'll gain: Django (Web Framework), Web Applications, Back-End Web Development, Expense Management, Application Development, Database Application, Data Visualization, Business Process Automation, Chart.js, Python Programming, Data Modeling, Data Security, GitHub, Javascript, Git (Version Control System)

    4.1
    Rating, 4.1 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • T

    The State University of New York

    Player Evaluation, Team Performance and Roster Management

    Skills you'll gain: Performance Analysis, Analytics, Data-Driven Decision-Making, Scheduling, Labor Relations, Team Performance Management, Linear Algebra, Data Management, Administration, Contract Management, Team Management, Data Analysis Software, R (Software), Contract Negotiation, Operations Management

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Automating Decision Workflows with AI

    Skills you'll gain: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design

    Intermediate · Course · 1 - 4 Weeks

1…543544545…834

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

  • 离散数学: Shanghai Jiao Tong University
  • Protecting Cloud Architecture with Alibaba Cloud: Alibaba Cloud Academy
  • Credential Access, discovery, lateral movement & collection: Infosec
  • ChatGPT - Uses and Strategies: Tecnológico de Monterrey
  • 商管統計資料分析三 (Analytics for Business and Management (III)): National Taiwan University
  • Optimize SQL Queries: Uncover Performance Bottlenecks: Coursera
  • GenAI for Cloud Support Associates: Coursera
  • Routines in SQL: Stored procedures in SQL Server: Coursera
  • Advanced Docker: LearnKartS
  • Build an expense tracker app in Django: 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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