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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


  • C

    Coursera

    Building Candlestick Charts with Google Sheets

    Skills you'll gain: Technical Analysis, Google Sheets, Spreadsheet Software, Market Data, Cloud Computing, Data Visualization, Trend Analysis

    ★ 4.2 (303) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • L

    LearnKartS

    Information Security Foundations

    Skills you'll gain: Security Controls, Cybersecurity, Encryption, Cyber Attacks, Information Systems Security, Cryptographic Protocols, Threat Management, Vulnerability Assessments, Vulnerability, Cyber Security Assessment, Vulnerability Scanning, Threat Detection, Cloud Security, Key Management, Asset Protection, Security Awareness, Gap Analysis

    ★ 4.7 (39) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Special Competitive Studies Project

    AI in Global Competition: The Defense Dimension

    Skills you'll gain: Risk Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • D

    DeepLearning.AI

    시퀀스 모델

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Embeddings, Fine-tuning, Responsible AI, Model Optimization, Data Processing, Algorithms, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Applied Generative AI & NLP with Python

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Hugging Face, Generative AI, Model Optimization, OpenAI API, Natural Language Processing, Model Training, Large Language Modeling, Generative Model Architectures, LLM Application, Transfer Learning, Embeddings, Python Programming, Artificial Intelligence, Data Preprocessing

    Intermediate · Course · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    Responsible AI in the Generative AI Era

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, AI literacy, Artificial Intelligence, Risking, Critical Thinking, Problem Solving

    ★ 4.8 (182) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    STARWEAVER

    AI Product & Process Excellence

    Skills you'll gain: Business Process Modeling, Process Modeling, Responsible AI, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Product Management, AI Enablement, ChatGPT, Sustainable Development, Social Impact, Generative AI, Generative AI Agents, Customer Insights, Innovation, Sustainability Reporting, Prompt Engineering, Data Strategy, Business Strategy

    ★ 4.3 (34) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    GenAI for Azure: AI-Powered Cloud Optimization Strategies

    Skills you'll gain: Microsoft Copilot, Generative AI, Cloud Management, Data Ethics, Microsoft Azure, Responsible AI, Cloud Computing Architecture, AI Integrations, OpenAI API, OpenAI, Business Process Automation, AI Security, Cloud Security, Cloud Deployment, Scalability, AI Workflows, DevOps, Automation, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    Advancing Women in Tech

    Real-World Engineering Management

    Skills you'll gain: Software Architecture, Engineering Management, Goal Setting, Systems Architecture, Systems Design, Technical Management, Software Design, Smart Goals, API Design, System Design and Implementation, Technical Product Management, Cross-Functional Collaboration, Cross-Functional Team Leadership, Management Training And Development, Recruitment, Program Management, Team Performance Management, Software Engineering, Microservices, Employee Retention

    ★ 4.6 (100) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Maryland, College Park

    Foundations of Digital Marketing

    Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Data Visualization, Analytics, Model Evaluation, Digital Marketing, Apache Hadoop, Digital Advertising, Digital Marketing Tools, Machine Learning Methods, AI Personalization, Advertising, Social Media Strategy, Predictive Modeling

    ★ 4.5 (31) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    How to Build a Diffusion Model - An Introduction

    Skills you'll gain: Model Evaluation, Model Training, Generative AI, Data Preprocessing, Model Optimization, Fine-tuning, PyTorch (Machine Learning Library), Machine Learning, Image Quality

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    Infosec

    Windows OS Forensics

    Skills you'll gain: File Systems, Digital Forensics, Microsoft Windows, File Management, Operating Systems, Data Structures, Data Validation, Data Storage Technologies, Data Storage, Computer Hardware, Digital Analysis

    ★ 4.7 (89) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular data mining courses

  • Building Candlestick Charts with Google Sheets: Coursera
  • Information Security Foundations: LearnKartS
  • AI in Global Competition: The Defense Dimension: Special Competitive Studies Project
  • 시퀀스 모델: DeepLearning.AI
  • Applied Generative AI & NLP with Python: Packt
  • Responsible AI in the Generative AI Era: Fractal Analytics
  • AI Product & Process Excellence: STARWEAVER
  • GenAI for Azure: AI-Powered Cloud Optimization Strategies: Coursera
  • Real-World Engineering Management: Advancing Women in Tech
  • Foundations of Digital Marketing: University of Maryland, College Park

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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