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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


  • E

    EDUCBA

    Apply Splunk Configuration and Index Management Concepts

    Skills you'll gain: Splunk, Data Maintenance, Configuration Management, System Configuration, Data Management, Data Storage, Data Integrity, Database Management, Performance Tuning, System Monitoring, Data Pipelines, Disaster Recovery, Continuous Monitoring

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Knowledge Graphs for RAG

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Query Languages, Vector Databases, Data Storage, Semantic Web, Unstructured Data, Graph Theory

    4.8
    Rating, 4.8 out of 5 stars
    ·
    97 reviews

    Intermediate · Project · Less Than 2 Hours

  • 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

  • P

    Packt

    Node.js for Beginners

    Skills you'll gain: Node.JS, Application Deployment, JavaScript Frameworks, Web Frameworks, Test Driven Development (TDD), Cloud Deployment, Authentications, Web Development, Development Testing, Full-Stack Web Development, Web Applications, Application Security, Javascript, CI/CD, Data Persistence, MongoDB, Restful API, Event-Driven Programming, Back-End Web Development, Front-End Web Development

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Automate and Verify Financial Statements

    Skills you'll gain: Excel Formulas, Financial Modeling, Reconciliation, Microsoft Excel, Financial Statements, Financial Reporting, Balance Sheet, Financial Data, Verification And Validation, Spreadsheet Software, Data Validation, Financial Analysis, Cash Flows, Income Statement, Automation

    Intermediate · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Basic Recommender Systems

    Skills you'll gain: Model Evaluation, Data Ethics, Systems Design, System Requirements, Responsible AI, Machine Learning Algorithms, Innovation, Algorithms, Data Preprocessing, Predictive Modeling, Data-Driven Decision-Making, Applied Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Digital Marketing with AI

    Skills you'll gain: AI Personalization, Generative AI, Responsible AI, Email Marketing, Google Gemini, Digital Marketing, Marketing Automation, Content Strategy, Content Creation, Search Engine Optimization, Advertising Mail, Content Development and Management, Web Analytics and SEO, Personalized Service, ChatGPT, Artificial Intelligence, Prompt Engineering, Social Media Content, Artificial Intelligence and Machine Learning (AI/ML), Microsoft Copilot

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Large Language Modeling, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, Technical Management, OpenAI API, Data Ethics, AI Enablement, Trend Analysis, Real Time Data, Business Strategy, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    72 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Resolve Recurring Issues with Continuous Improvement

    Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Operational Analysis, Process Improvement and Optimization, Performance Measurement, Critical Thinking and Problem Solving

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master OpenCV Fundamentals for Real-Time Computer Vision

    Skills you'll gain: Computer Vision, Image Analysis, Real Time Data, Python Programming, Development Environment, NumPy, Debugging, Software Installation

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    The Power Platform Playbook for Digital Transformation

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Digital Transformation, Business Transformation, Solution Design, Data Governance, Scalability, No-Code Development, Business Process Automation, Enterprise Architecture, Governance, AI Enablement, Power BI, Business Intelligence, Data-Driven Decision-Making, Data Security, Stakeholder Engagement, Azure DevOps, Innovation, Data Analysis

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Design Flawless A/B Tests: Uncover Insights

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Unsupervised Learning, Machine Learning Methods, Applied Machine Learning, Model Evaluation, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Apply Splunk Configuration and Index Management Concepts: EDUCBA
  • Knowledge Graphs for RAG: DeepLearning.AI
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Node.js for Beginners: Packt
  • Automate and Verify Financial Statements: Coursera
  • Basic Recommender Systems: 28DIGITAL
  • Digital Marketing with AI: SkillsBooster Academy
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • Resolve Recurring Issues with Continuous Improvement: Coursera
  • Master OpenCV Fundamentals for Real-Time Computer Vision: 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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