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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


  • P

    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Generative Model Architectures, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Azure DevOps Pipelines, Data Processing, Large Language Modeling, Data Wrangling, Cloud Deployment, Data Cleansing, Machine Learning Algorithms, Fine-tuning, Classification Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    GenAI in Business: Discover the Possibilities

    Skills you'll gain: AI Integrations, AI Personalization, Generative AI, Generative Model Architectures, AI Enablement, Strategic Thinking, AI Product Strategy, Business Transformation, Data Integration, Case Studies, Technology Strategies, ChatGPT, Innovation, Digital Transformation, Large Language Modeling, Business Process Management

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

    Status: Free Trial
    Free Trial
  • T

    Tecnológico de Monterrey

    Definición y Medición

    Skills you'll gain: Process Capability, Process Mapping, Lean Methodologies, Statistical Process Controls, Lean Manufacturing, Process Analysis, Product Flow Diagram, Process Improvement, Six Sigma Methodology, Project Scoping, Performance Measurement, Lean Six Sigma, Key Performance Indicators (KPIs), Performance Metric, Problem Management, Statistical Analysis, Statistical Methods, Data Collection, Project Management, Root Cause Analysis

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

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Building Custom Regional Reports with Google Analytics

    Skills you'll gain: Google Analytics, Data-Driven Marketing, Marketing Analytics, Email Automation, Dashboard Creation, Data-Driven Decision-Making, Web Analytics, Dashboard, Content Scheduling, Geospatial Information and Technology, Marketing, Data Analysis

    ★ 4.6 (275) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Codio

    Intro to Operating Systems 4: Persistence

    Skills you'll gain: File Systems, Operating Systems, File Management, Computer Programming Tools, Data Integrity, Debugging, File I/O, C and C++, Systems Design, Data Maintenance, Data Storage Technologies, System Software, Distributed Computing, Data Storage, C (Programming Language), System Programming, Computer Systems, Data Persistence, Command-Line Interface, Data Security

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

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Vector Databases for Machine Learning: A Comprehensive Guide

    Skills you'll gain: Vector Databases, Retrieval-Augmented Generation, Embeddings, Performance Tuning, Applied Machine Learning, LangChain, Document Management, Generative AI Agents, Docker (Software), Agentic systems, Generative AI, Model Deployment, LLM Application, Technical Communication, Multimodal Prompts, Search Engine Optimization, Metadata Management, Data Pipelines, Machine Learning, Data Migration

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 3 (Projects)

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Simulations, Code Review, User Interface (UI), Spreadsheet Software, Automation, Data Management

    ★ 4.9 (465) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Analyze & Apply Generative AI in FinTech with ChatGPT

    Skills you'll gain: Risking, Generative Model Architectures, AI Security, OpenAI, AI Product Strategy, Investment Management, Data Ethics, Technology Strategies, Asset Management, Investments, Portfolio Management, Market Data, Business Ethics, Customer experience improvement, Operational Efficiency

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

    Status: Free Trial
    Free Trial
  • I

    Imperial College London

    Global Disease Masterclass: Global Disease Distribution

    Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Health Disparities, Public Health, Health Equity, Social Determinants Of Health, Infectious Diseases, Health Policy, Socioeconomics, Health Assessment, Demography, Disabilities, Chronic Diseases, Statistical Analysis, Data Collection

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

    Status: Free Trial
    Free Trial
  • C

    Codio

    Advanced Django: Mastering Django and Django Rest Framework

    Skills you'll gain: Django (Web Framework), Performance Tuning, Postman API Platform, Restful API, Application Programming Interface (API), Data Validation, Authentications, Frontend Integration, React.js, API Testing, Authorization (Computing), Secure Coding, Object-Relational Mapping, API Design, Scalability, JavaScript Frameworks, JSON, Test Tools, Web Development, Python Programming

    ★ 4.6 (163) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Microsoft SC-900 Exam Preparation and Practice

    Skills you'll gain: Azure Active Directory, Active Directory, Authentications, Security Controls, Cloud Security, Identity and Access Management, Network Security, Computer Security, Security Management, Data Security, Regulatory Compliance, AI Security, Multi-Factor Authentication, Cyber Governance, Cyber Risk, Data Governance, Authorization (Computing), Microsoft Azure, Generative AI, Threat Detection

    ★ 4.8 (175) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • K

    Kennesaw State University

    Managing Network Security

    Skills you'll gain: Network Security, Network Administration, Security Management, Firewall, Cyber Attacks, Network Monitoring, Cybersecurity, General Networking, Cyber Security Assessment, Network Protocols, Virtual Private Networks (VPN), Wireless Networks, Vulnerability Assessments, Cloud Security, System Monitoring, Continuous Monitoring, TCP/IP, Intrusion Detection and Prevention, Cloud Computing, Threat Detection

    ★ 4.8 (239) · Beginner · 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

  • Azure ML Bootcamp: Machine Learning on the Cloud: Packt
  • GenAI in Business: Discover the Possibilities: University of Michigan
  • Definición y Medición: Tecnológico de Monterrey
  • Building Custom Regional Reports with Google Analytics: Coursera
  • Intro to Operating Systems 4: Persistence: Codio
  • Vector Databases for Machine Learning: A Comprehensive Guide: Coursera
  • Excel/VBA for Creative Problem Solving, Part 3 (Projects): University of Colorado Boulder
  • Analyze & Apply Generative AI in FinTech with ChatGPT: EDUCBA
  • Global Disease Masterclass: Global Disease Distribution: Imperial College London
  • Advanced Django: Mastering Django and Django Rest Framework: Codio

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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