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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


  • U

    University of Virginia

    Digital Business Strategy

    Skills you'll gain: Intellectual Property, Digital Transformation, Business Modeling, Business Strategy, Technology Strategies, Innovation, Data-Driven Decision-Making, Value Propositions, Market Dynamics, Competitive Analysis, Computing Platforms, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Node.js & MongoDB: Developing Back-end Database Applications

    Skills you'll gain: Node.JS, Restful API, Database Design, Database Application, Databases, NoSQL, MongoDB, Back-End Web Development, Performance Tuning, API Design, Cloud Applications, Authentications, Server Side, Middleware, Scalability, Application Deployment, Web Applications, Web Development, Debugging, Javascript

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    TensorFlow を使った畳み込みニューラルネットワーク

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Classification Algorithms, Data Preprocessing, Model Evaluation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    النماذج المتعاقبة

    Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Keras (Neural Network Library), Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    Blockchain Scalability and its Foundations in Distributed Systems

    Skills you'll gain: Blockchain, Distributed Computing, Security Engineering, Network Security, Scalability, Cryptography, Data Integrity, Transaction Processing, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    120 reviews

    Beginner · Course · 1 - 3 Months

  • A

    American Psychological Association

    Qualitative Research Methods in Psychology

    Skills you'll gain: Qualitative Research, Interviewing Skills, Case Studies, Research, Research Methodologies, Data Analysis, Data Collection, Social Sciences, Research Design, Psychology, Cultural Diversity, Analytical Skills, Anthropology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Precalculus: Mathematical Modeling

    Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Analytical Skills, Statistics, Systems Of Measurement, Correlation Analysis, Regression Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    IoT Networking

    Skills you'll gain: Network Infrastructure, General Networking, Network Protocols, Network Routers, Network Architecture, Internet Of Things, Wireless Networks, Local Area Networks, Wide Area Networks, Network Switches, Network Security

    4.8
    Rating, 4.8 out of 5 stars
    ·
    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure em Português Brasileiro

    Skills you'll gain: Google Cloud Platform, Kubernetes, Cloud Infrastructure, Cloud Applications, Containerization, Identity and Access Management, Infrastructure As A Service (IaaS), Cloud Services, Cloud Storage, Cloud Computing, Generative AI, Data Storage Technologies, Application Deployment, Virtual Machines, Virtual Networking, Serverless Computing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    760 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Technical Support (IT) Case Studies and Capstone

    Skills you'll gain: Technical Support, Hardware Troubleshooting, Cloud Computing, Cloud Services, Cybersecurity, Help Desk Support, System Support, Network Troubleshooting, Computer Hardware, Customer Service, General Networking, Data Storage, Issue Tracking, Operating Systems

    4.8
    Rating, 4.8 out of 5 stars
    ·
    186 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Large Language Modeling, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Data Ethics, CI/CD, Machine Learning Algorithms, Transfer Learning, Data Quality, Performance Tuning

    Intermediate · Specialization · 1 - 3 Months

1…498499500…834

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

  • Digital Business Strategy: University of Virginia
  • Node.js & MongoDB: Developing Back-end Database Applications: IBM
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
  • النماذج المتعاقبة: DeepLearning.AI
  • Blockchain Scalability and its Foundations in Distributed Systems: The University of Sydney
  • Qualitative Research Methods in Psychology: American Psychological Association
  • Precalculus: Mathematical Modeling: Johns Hopkins University
  • IoT Networking: University of Illinois Urbana-Champaign
  • Google Cloud Fundamentals: Core Infrastructure em Português Brasileiro: Google Cloud

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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