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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


  • U

    University of Colorado Boulder

    Measurement Systems Analysis

    Skills you'll gain: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Data Analysis, Box Plots, R (Software), Systems Of Measurement, Data Quality, Run Chart, Scatter Plots, Regression Analysis, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Cloud Identity

    Skills you'll gain: User Provisioning, User Accounts, Mobile Security, Cloud Computing, Security Controls, Identity and Access Management, Cloud Security, Security Assertion Markup Language (SAML), Single Sign-On (SSO), System Configuration, Multi-Factor Authentication, Data Loss Prevention

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Course · 1 - 3 Months

  • K

    KodeKloud

    AWS Certified AI Practitioner

    Skills you'll gain: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design

    Beginner · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Healthcare Law

    Skills you'll gain: Intellectual Property, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, General Data Protection Regulation (GDPR), Health Systems, Personally Identifiable Information, Health Care Procedure and Regulation, Law, Regulation, and Compliance, Information Privacy, Primary Care, Health Care Administration, Health Information Management, Medicaid, Healthcare Industry Knowledge, Medicare, Health Care, Pharmaceuticals, Managed Care, Health Policy, Regulation and Legal Compliance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    613 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Introduction to Python

    Skills you'll gain: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Mastering Oracle SQL Functions with SQL Developer

    Skills you'll gain: Oracle SQL Developer, SQL, Oracle Databases, Database Management, Data Analysis, Performance Tuning, Business Intelligence, Data Manipulation, Analytics, Data Transformation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Creating a Looker Modeled Query and Working with Quick Start

    Skills you'll gain: Looker (Software), Pivot Tables And Charts, Dashboard, Data Modeling, Exploratory Data Analysis, Data Analysis, Query Languages

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Gen AI: Unlock Foundational Concepts

    Skills you'll gain: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Unstructured Data, Data Literacy, Data Ethics, Data Modeling, Large Language Modeling, Artificial Intelligence, Deep Learning, Machine Learning, Data Quality, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    176 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud

    Skills you'll gain: Responsible AI, Data Ethics, AI Enablement, Artificial Intelligence, Business Ethics, AI Product Strategy, Ethical Standards And Conduct, Stakeholder Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Automation for Everyone: Tech Benefits Unleashed

    Skills you'll gain: Automation, No-Code Development, IT Automation, Business Process Automation, Self Service Technologies, Workflow Management, Productivity Software, Digital Transformation, Process Optimization, Artificial Intelligence, Innovation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Titanic Survival Prediction Using Machine Learning

    Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Model Evaluation, Classification Algorithms, Data Science, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • S

    Stanford University

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Measurement Systems Analysis: University of Colorado Boulder
  • Introduction to Cloud Identity: Google Cloud
  • AWS Certified AI Practitioner: KodeKloud
  • Healthcare Law: University of Pennsylvania
  • Introduction to Python: Coursera
  • Mastering Oracle SQL Functions with SQL Developer: EDUCBA
  • Creating a Looker Modeled Query and Working with Quick Start: Google Cloud
  • Gen AI: Unlock Foundational Concepts: Google Cloud
  • Responsible AI: Applying AI Principles with Google Cloud: Google Cloud
  • Automation for Everyone: Tech Benefits Unleashed: 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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