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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


  • C

    Coursera

    Financial Analytics in RStudio: Identify Profit Drivers

    Skills you'll gain: Operational Analysis, Performance Analysis, Performance Improvement, Data Import/Export, Variance Analysis, Exploratory Data Analysis, Data Analysis, Financial Analysis, Operations Management, Operating Expense, Plot (Graphics), Waterfall Methodology

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Programación en Python

    Skills you'll gain: File I/O, Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Algorithms, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Integrated Development Environments, Data Structures, Data Analysis, Scripting

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    210 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Creating Multi Task Models With Keras

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Convolutional Neural Networks, Deep Learning, Machine Learning, Computer Vision

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    78 reviews

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative Pre-trained Transformers (GPT)

    Skills you'll gain: Large Language Modeling, ChatGPT, LLM Application, OpenAI, Generative AI, Natural Language Processing, Model Evaluation, Responsible AI, Data Ethics, Deep Learning, Artificial Neural Networks, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    33 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Security, Compliance, and Governance for AI Solutions

    Skills you'll gain: AI Security, Responsible AI, Data Governance, Cloud Security, Amazon Web Services, Cyber Governance, Information Systems Security, Security Controls

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    100 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Software Testing

    Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, System Testing, Test Case, Test Automation, Development Testing, Test Planning, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Data

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    821 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Psychological Research

    Skills you'll gain: Institutional Review Board (IRB), Data Visualization, Descriptive Statistics, Quantitative Research, Plot (Graphics), Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Hypothesis Testing, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Surveys, Sample Size Determination, Ethical Standards And Conduct, Data Analysis, Research and Design

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    284 reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Adobe

    Adobe Digital Marketing Strategy

    Skills you'll gain: Marketing Strategies, Promotional Strategies, Marketing Planning, Adobe Express, Social Media Content, Cross-Channel Marketing, Content Marketing, Target Audience, Social Media, Digital Marketing, Marketing Analytics, Data Ethics, Data-Driven Decision-Making, Social Media Marketing, Content Strategy, Brand Marketing, Market Research, Graphic and Visual Design, Generative AI, Performance Analysis

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    647 reviews

    Beginner Ā· Specialization Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Sheets - Advanced Topics

    Skills you'll gain: Google Sheets, Excel Formulas, Spreadsheet Software, Google Workspace, Data Validation, Data Visualization, Data Analysis Expressions (DAX), Productivity Software, Data Storytelling, Data Integration, Data Cleansing

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    431 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Modeling in AWS

    Skills you'll gain: Model Evaluation, AWS SageMaker, Data Modeling, Amazon Web Services, Machine Learning, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms, Performance Tuning

    2.6
    Rating, 2.6 out of 5 stars
    Ā·
    7 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Foundations of Public Health Practice

    Skills you'll gain: Public Health, Public Health and Disease Prevention, Health Equity, Health Disparities, Health Promotion, Microbiology, Health Assessment, Sanitation, Program Evaluation, Healthcare Ethics, Epidemiology, Infectious Diseases, Health Policy, Preventative Care, Environment Health And Safety, Behavioral Economics, Health Education, Intelligence Collection and Analysis, Applied Behavior Analysis, Social Determinants Of Health

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    688 reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Classification Algorithms, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Data Validation, Machine Learning, Decision Tree Learning, Business Operations, Data Cleansing, Product Lifecycle Management, Project Management

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    1.1K reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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

  • Financial Analytics in RStudio: Identify Profit Drivers:Ā Coursera
  • Programación en Python:Ā Universidad de los Andes
  • Creating Multi Task Models With Keras:Ā Coursera
  • Generative Pre-trained Transformers (GPT):Ā University of Glasgow
  • Security, Compliance, and Governance for AI Solutions:Ā Amazon Web Services
  • Introduction to Software Testing:Ā University of Minnesota
  • Psychological Research:Ā American Psychological Association
  • Adobe Digital Marketing Strategy:Ā Adobe
  • Google Sheets - Advanced Topics:Ā Google Cloud
  • Modeling in AWS:Ā Whizlabs

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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