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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


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    Packt

    Foundations of AI Engineering

    Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Introduction to RNN and DNN

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Machine Learning, Network Architecture, Data Science

    Beginner · Course · 1 - 4 Weeks

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    University of California, Davis

    Research Report: Delivering Insights

    Skills you'll gain: Data Visualization, Data Synthesis, Data Presentation, Data Storytelling, Business Research, Presentations, Storytelling, Research Reports, Marketing Communications, Social Media Campaigns, Market Research, Marketing Effectiveness, Data-Driven Decision-Making, Social Media Marketing, Advertising, Customer Insights, Data Analysis, Target Audience, Digital Advertising, Digital Marketing

    4.6
    Rating, 4.6 out of 5 stars
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    185 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, Generative AI Agents, Prompt Patterns, Agentic Workflows, Generative Model Architectures, Multimodal Prompts, AI literacy, LLM Application, ChatGPT, AI Workflows, AI Product Strategy, Large Language Modeling, Model Evaluation, Responsible AI, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    100 reviews

    Beginner · Course · 1 - 3 Months

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    University of Geneva

    Global Health at the Human-Animal-Ecosystem Interface

    Skills you'll gain: Infectious Diseases, Environmental Science, Infection Control, Natural Resource Management, Epidemiology, Environmental Resource Management, Environment, Public Health and Disease Prevention, Sustainable Systems, Health Promotion, Social Determinants Of Health, Sustainable Development, Public Health, Environment Health And Safety, Health Disparities, Climate Change Adaptation, Health Policy, Nutrition and Diet, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    367 reviews

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Ethics of Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Information Privacy, Personally Identifiable Information, AI literacy, Case Studies, Law, Regulation, and Compliance, Artificial Intelligence, Model Evaluation, Regulation and Legal Compliance, Socioeconomics, Social Studies

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze & Build Dashboards Using Excel Pivot Tables

    Skills you'll gain: Data Visualization, Dashboard Creation, Spreadsheet Software, Performance Reporting, Business Analytics, Business Reporting, Data Preprocessing

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Algorithms, Scalability

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to SQL for BigQuery and Cloud SQL

    Skills you'll gain: SQL, Google Cloud Platform, Database Development, Database Management, Data Import/Export, Query Languages, Big Data, Data Warehousing

    4.5
    Rating, 4.5 out of 5 stars
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    117 reviews

    Beginner · Project · Less Than 2 Hours

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    University of California, Irvine

    Concurrency in Go

    Skills you'll gain: Go (Programming Language), Algorithms, OS Process Management, System Programming, Theoretical Computer Science, Operating Systems, Computer Architecture, Data Sharing

    4.7
    Rating, 4.7 out of 5 stars
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    799 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Generate Visuals for A/B Testing Success

    Skills you'll gain: Prompt Engineering, Generative AI, A/B Testing, Generative AI Agents, Web Content, Content Management, Campaign Management, Content Optimization, Branding, Text Mining

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Amazon Web Services

    Migrating to the AWS Cloud

    Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Security, Data Import/Export, Cloud Computing, Cloud Services, Cloud Applications, Cloud Computing Architecture, Infrastructure Architecture, Cloud Deployment, Managed Services

    4.5
    Rating, 4.5 out of 5 stars
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    256 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Foundations of AI Engineering: Packt
  • Introduction to RNN and DNN: Packt
  • Research Report: Delivering Insights: University of California, Davis
  • Generative and Agentic AI: Saïd Business School, University of Oxford
  • Global Health at the Human-Animal-Ecosystem Interface: University of Geneva
  • Ethics of Generative AI: Simplilearn
  • Analyze & Build Dashboards Using Excel Pivot Tables: EDUCBA
  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • Introduction to SQL for BigQuery and Cloud SQL: Google Cloud
  • Concurrency in Go: University of California, Irvine

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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