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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


  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Applied Machine Learning, Image Analysis, Bayesian Statistics, Probability Distribution, Unsupervised Learning, Sampling (Statistics)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    109 reviews

    Advanced · Course · 1 - 3 Months

  • I

    IBM

    AI Workflow: AI in Production

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    59 reviews

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Selecionar um banco de dados do GC para seus aplicativos

    Skills you'll gain: Google Cloud Platform, Generative AI, Vector Databases, Cloud Applications, Data Migration, NoSQL, Databases, Database Management Systems, Database Systems, Relational Databases, Data Store, PostgreSQL, Transaction Processing

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique

    How to Write and Publish a Scientific Paper (Project-Centered Course)

    Skills you'll gain: Peer Review, Journals, Scientific Methods, Research, Research Design, Proofreading, Research Methodologies, Editing, Ethical Standards And Conduct, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    CRM Integration and AI for Customer Management

    Skills you'll gain: AI Personalization, Customer Engagement, Customer experience improvement, Customer Retention, Sales Strategy, Customer Relationship Management, Workflow Management, Sales, Customer Insights, Customer Data Management, AI Enablement, AI Workflows, Microsoft Copilot, Debugging, Data Ethics, Responsible AI, Trend Analysis, Information Privacy, Data Quality

    Advanced · Course · 1 - 4 Weeks

  • U

    University of London

    Geometry and Calculus for Computing

    Skills you'll gain: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives

    Beginner · Course · 1 - 4 Weeks

  • A

    Alex Genadinik

    Cryptocurrency Security: Cold Storage & Paper Wallets

    Skills you'll gain: Data Security, Risk Management Framework, Key Management, Cybersecurity, Encryption, Data Storage, USB, Blockchain, Computer Hardware

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
    ·
    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • L

    Logical Operations

    Using Google Workspace

    Skills you'll gain: Google Workspace, Calendar Management, Google Docs, Gmail, File Management, Google Sheets, Productivity Software, Collaborative Software, Scheduling, Document Management, Collaboration, Spreadsheet Software, Cloud Storage, Content Management Systems, Presentations, No-Code Development, User Interface (UI), Communication

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Measure Brand Buzz

    Skills you'll gain: Brand Awareness, Crisis Management, Brand Marketing, Social Media, Social Media Strategy, Branding, Brand Management, Social Media Content, Advertising Campaigns, Brand Strategy, Brand Loyalty, Customer Insights, Marketing Strategies, Market Intelligence, Trend Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Sync Asana & Jira

    Skills you'll gain: Data Mapping, Configuration Management, Jira (Software), Systems Integration, Data Integration, Data Validation, Project Management Software, Workflow Management, Continuous Monitoring, Project Documentation

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, R Programming, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    3.6
    Rating, 3.6 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

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

  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • AI Workflow: AI in Production: IBM
  • Selecionar um banco de dados do GC para seus aplicativos: Google Cloud
  • How to Write and Publish a Scientific Paper (Project-Centered Course): École Polytechnique
  • CRM Integration and AI for Customer Management: Microsoft
  • Geometry and Calculus for Computing: University of London
  • Cryptocurrency Security: Cold Storage & Paper Wallets: Alex Genadinik
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Using Google Workspace: Logical Operations
  • Measure Brand Buzz: Coursera

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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