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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


  • P

    Packt

    Natural Language Processing - Probability Models in Python

    Skills you'll gain: Encryption, Cryptography, Machine Learning Methods, Classification Algorithms, Model Training, Probability Distribution, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Scrimba

    Learn AI Agents

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI Agents, Tool Calling, Agentic Workflows, Agentic systems, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Human Computer Interaction, OpenAI, Artificial Intelligence

    4.6 stars, 92 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (92) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Generative AI, Fine-tuning, Computer Vision, Image Analysis, Generative Model Architectures, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Automate, Validate, and Promote ML Models Safely

    Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Data Ethics, Model Deployment, Model Training, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis, Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Austral

    Conceptos base para el estudio del medio ambiente

    Skills you'll gain: Environmental Science, Chemistry, Biology, Data Literacy, Environmental Monitoring, Environment, Data Analysis, Sustainable Development, Life Sciences, Statistical Analysis, Environmental Resource Management, Descriptive Statistics, Biotechnology, Physics, Climate Change Mitigation

    4.7 stars, 533 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • I

    Illinois Tech

    Digital Marketing

    Skills you'll gain: Pay Per Click Advertising, Digital Marketing, Web Analytics, Digital Marketing Campaigns, Email Marketing, Paid media, Digital Media Strategy, Digital Advertising, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Marketing Strategy and Techniques, Digital Marketing Tools, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media

    4.5 stars, 61 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.5 (61) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Generative AI & AWS AI Practitioner Certification

    Skills you'll gain: Responsible AI, Amazon Bedrock, Fine-tuning, Generative AI, AWS SageMaker, Generative Model Architectures, Machine Learning Methods, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Model Training, Applied Machine Learning, Model Optimization, Model Evaluation, Model Deployment, Artificial Intelligence, System Monitoring

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • S

    Simplilearn

    Fundamental of Reinforcement Training

    Skills you'll gain: Reinforcement Learning, Agentic systems, Artificial Intelligence, Decision Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning, Unsupervised Learning, Markov Model

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Raster Processing & Remote Sensing

    Skills you'll gain: Geospatial Information and Technology, Environmental Monitoring, Spatial Data Analysis, Model Evaluation, Geographic Information Systems, GIS Software, Data Processing, Spatial Analysis, Image Analysis, Environmental Science, Data Analysis, Data Transformation, Verification And Validation, Technical Communication

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    NoSQL Databases: Analyze & Implement Scalable Systems

    Skills you'll gain: Apache Mahout, NoSQL, Big Data, Apache Hive, Data Pipelines, Databases, Applied Machine Learning, Real Time Data, Database Theory, Scalability, Distributed Computing, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Transaction Processing, Machine Learning, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Supervised Learning

    3.9 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (18) · Intermediate · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    YouTube como un canal estrategico

    Skills you'll gain: Content Performance Analysis, Driving engagement, Drive Engagement, Content Strategy, Social Media Content, Customer Engagement, Content Creation, Strategic Communication, Branding, Marketing Analytics, Digital Analysis, Social Media Strategy, Social Media Management, Video Production, Digital Marketing

    4.6 stars, 87 reviews, Beginner, Guided Project, Less Than 2 Hours

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

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

  • Natural Language Processing - Probability Models in Python: Packt
  • Learn AI Agents: Scrimba
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • Automate, Validate, and Promote ML Models Safely: Coursera
  • Conceptos base para el estudio del medio ambiente: Universidad Austral
  • Digital Marketing: Illinois Tech
  • Generative AI & AWS AI Practitioner Certification: Packt
  • Fundamental of Reinforcement Training: Simplilearn
  • Raster Processing & Remote Sensing: Coursera
  • NoSQL Databases: Analyze & Implement Scalable Systems: EDUCBA

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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