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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


  • J

    Johns Hopkins University

    Advanced Malware and Network Anomaly Detection

    Skills you'll gain: Anomaly Detection, Intrusion Detection and Prevention, Malware Protection, Cyber Threat Hunting, Threat Detection, Network Analysis, AI Security, Applied Machine Learning, Model Evaluation, Network Security, Unsupervised Learning, Performance Testing, Analysis, Classification Algorithms, Microsoft Windows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Advancing Women in Tech

    Inspiring Peak Performance on Technical Teams

    Skills you'll gain: Engineering Management, Technical Management, Cross-Functional Collaboration, Team Performance Management, Technical Communication, Software Engineering, Employee Coaching, Communication, Conflict Management, Team Management, Meeting Facilitation, People Management, Performance Review, Virtual Teams, Employee Performance Management, Program Management, Labor Compliance, Agile Methodology, Cloud Engineering, Business Strategy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    IBM

    Exploitation and Penetration Testing with Metasploit

    Skills you'll gain: Penetration Testing, Exploit development, Network Security, Vulnerability, Cybersecurity, Brute-force attacks, Vulnerability Assessments, Information Systems Security, Data Persistence

    4.2
    Rating, 4.2 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze and Optimize User Retention

    Skills you'll gain: Looker (Software), Customer Retention, Web Analytics, Customer Analysis, Customer Insights, Marketing Analytics, Trend Analysis, Data Analysis, Product Management, Performance Metric, Analysis, Time Series Analysis and Forecasting, Strategic Marketing, Marketing Channel, Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy and Organization Design Project

    Skills you'll gain: Business Research, Peer Review, Report Writing, Business Consulting, Management Consulting, Analysis, Business Reporting, Data Visualization, Organizational Strategy, Business Analytics, Competitive Analysis, Business Strategy, Presentations

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    TCP/IP, Routing, and Wireless Networking

    Skills you'll gain: Routing Protocols, TCP/IP, Network Switches, Virtual Local Area Network (VLAN), Network Protocols, Network Security, Network Troubleshooting, Network Routing, Computer Networking, Open Shortest Path First (OSPF), Dynamic Host Configuration Protocol (DHCP), Border Gateway Protocol, Firewall, Proxy Servers, Encryption, Authentications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Cluster Analysis and Unsupervised Machine Learning in Python

    Skills you'll gain: Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Statistical Methods, Dimensionality Reduction, Algorithms, NumPy, Python Programming

    Intermediate · Course · 1 - 3 Months

  • 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

  • É

    École Polytechnique

    Digital business - Act on the digital world

    Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Business Technologies, E-Commerce, Business Management, Innovation, Business, Customer Acquisition Management, Data Management, Marketing Strategies, Data-Driven Decision-Making, Scalability, Customer experience strategy (CX), Presentations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Mixed · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    實驗經濟學 (Experimental Economics: Behavioral Game Theory)

    Skills you'll gain: Game Theory, Behavioral Economics, Experimentation, Economics, Negotiation, Socioeconomics, Decision Making, Research Design, Strategic Decision-Making, Market Dynamics, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    81 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Working with Subqueries in SQL

    Skills you'll gain: SQL, PostgreSQL, Query Languages

    4.3
    Rating, 4.3 out of 5 stars
    ·
    66 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • L

    LearnQuest

    Oracle SQL Practice Course

    Skills you'll gain: Data Modeling, Oracle SQL Developer, Relational Databases, Database Design, Databases, SQL, Oracle Databases, Database Management, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

1…550551552…834

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

  • Advanced Malware and Network Anomaly Detection: Johns Hopkins University
  • Inspiring Peak Performance on Technical Teams: Advancing Women in Tech
  • Exploitation and Penetration Testing with Metasploit: IBM
  • Analyze and Optimize User Retention: Coursera
  • Competitive Strategy and Organization Design Project: Ludwig-Maximilians-Universität München (LMU)
  • TCP/IP, Routing, and Wireless Networking: Packt
  • Cluster Analysis and Unsupervised Machine Learning in Python: Packt
  • GenAI for Cloud Support Associates: Coursera
  • Digital business - Act on the digital world: École Polytechnique
  • 實驗經濟學 (Experimental Economics: Behavioral Game Theory): National Taiwan University

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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