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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


  • G

    Google Cloud

    Introduction to Cloud Identity

    Skills you'll gain: User Provisioning, User Accounts, Mobile Security, Cloud Computing, Security Controls, Identity and Access Management, Cloud Security, Security Assertion Markup Language (SAML), Single Sign-On (SSO), System Configuration, Multi-Factor Authentication, Data Loss Prevention

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Statistics, Model Evaluation, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Probability & Statistics, Public Health, Data Preprocessing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    368 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    CAD/BIM技術與應用

    Skills you'll gain: Architectural Drawing, Engineering Drawings, SketchUp (3D Modeling Software), AutoCAD, Autodesk Revit, Building Information Modeling, Drafting and Engineering Design, 3D Modeling, Engineering Management, Mechanical Drawings, Computer-Aided Design, Technical Drawing, Engineering Design Process, Structural Engineering, Civil and Architectural Engineering, Blueprint Reading, Visualization (Computer Graphics), Architectural Engineering, Engineering Practices, Building Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    360 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Introduction to Secure Networking

    Skills you'll gain: Network Security, Network Protocols, TCP/IP, Cloud Computing, Firewall, General Networking, Networking Hardware, Network Architecture, OSI Models, Microsoft Azure, Computer Networking, Network Infrastructure, Local Area Networks, Network Monitoring, Software As A Service, Virtual Machines, Virtualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    328 reviews

    Beginner · Course · 1 - 3 Months

  • K

    Kennesaw State University

    Cybersecurity and the Internet of Things

    Skills you'll gain: Internet Of Things, Cybersecurity, Cyber Security Strategy, Cyber Security Policies, Mobile Security, Security Awareness, Wireless Networks, Information Privacy, Data Security, Emerging Technologies, Vulnerability Assessments

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Machine Learning, Ethical Standards And Conduct, Model Evaluation, Applied Machine Learning, Social Impact, Unstructured Data, Data-Driven Decision-Making, Information Privacy, Case Studies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation

    Intermediate · Specialization · 3 - 6 Months

  • C

    California Institute of the Arts

    Building Your Freelancing Career

    Skills you'll gain: Intellectual Property, Business Planning, Competitive Analysis, Financial Data, Business Risk Management, Financial Acumen, Tax Preparation, Business Process Automation, Budget Management, Business Strategy, Contract Management, Peer Review, Process Improvement, Financial Analysis, Financial Forecasting, Small Business Accounting, Client Services, Entrepreneurship, Marketing, Leadership and Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    438 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Illinois Tech

    Strategy & Economic Analysis

    Skills you'll gain: Market Dynamics, Supply And Demand, Game Theory, Product Lifecycle Management, Business Strategy, Competitive Analysis, Business Economics, Innovation, Economics, Market Trend, Strategic Decision-Making, Strategic Thinking, Price Negotiation, Global Marketing, Market Analysis, New Product Development, Organizational Strategy, Strategic Planning, Team Leadership, Adaptability

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    214 reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    Структурирование проектов по машинному обучению

    Skills you'll gain: Transfer Learning, Debugging, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Machine Learning, Model Evaluation, Estimation, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Mastering the Software Engineering Interview

    Skills you'll gain: Growth Mindedness, Technical Communication, Adaptability, Algorithms, Overcoming Obstacles, Software Engineering, Verbal Communication Skills, Interpersonal Communications, Communication, Problem Solving, Self-Awareness, Collaboration, Complex Problem Solving, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    555 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Glasgow

    Explainable deep learning models for healthcare - CDSS 3

    Skills you'll gain: Autoencoders, Model Evaluation, Deep Learning, Healthcare 5.0, Recurrent Neural Networks (RNNs), Applied Machine Learning, Time Series Analysis and Forecasting, Machine Learning, Convolutional Neural Networks, Responsible AI, Electocardiography, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Cloud Identity: Google Cloud
  • Logistic Regression in R for Public Health: Imperial College London
  • CAD/BIM技術與應用: National Taiwan University
  • Introduction to Secure Networking: Microsoft
  • Cybersecurity and the Internet of Things: Kennesaw State University
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Building Your Freelancing Career: California Institute of the Arts
  • Strategy & Economic Analysis: Illinois Tech
  • Структурирование проектов по машинному обучению: DeepLearning.AI

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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