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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


  • I

    Imperial College London

    Statistical Analysis with R for Public Health

    Skills you'll gain: Logistic Regression, Analytical Skills, Correlation Analysis, Regression Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Data Literacy, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, Biostatistics, Exploratory Data Analysis, Model Evaluation, Statistical Analysis, R (Software), Statistics, Statistical Methods, Data Wrangling, Public Health

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Biostatistics in Public Health

    Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Logistic Regression, Regression Analysis, Sampling (Statistics), Statistical Methods, Statistical Visualization, Statistical Analysis, Epidemiology, Quantitative Research, Descriptive Statistics, Probability & Statistics, Statistical Inference, Probability Distribution, Public Health, Scientific Methods, Statistics, Statistical Modeling, Advanced Analytics, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Análisis exploratorio de datos con Python y Pandas

    Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Seaborn, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, NumPy, Data Cleansing, Descriptive Statistics, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • A

    Alex Genadinik

    Cryptocurrency Security: Cold Storage & Paper Wallets

    Skills you'll gain: Data Security, Risk Management Framework, Key Management, Cybersecurity, Encryption, Data Storage, USB, Blockchain, Computer Hardware

    Mixed · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Applied Machine Learning, Image Analysis, Bayesian Statistics, Probability Distribution, Unsupervised Learning, Sampling (Statistics)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    109 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Michigan

    Django for Everybody

    Skills you'll gain: Django (Web Framework), Ajax, jQuery, Model View Controller, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), JSON, Linux Commands, Application Deployment, Database Design, Cloud Deployment, Web Applications, Application Development, Web Development, Javascript, Authentications, Web Servers, Data Modeling, SQL, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Open Source Observability Stack Essentials

    Skills you'll gain: Prometheus (Software), Grafana, System Monitoring, DevOps, Kubernetes, Service Level, Site Reliability Engineering, Event Monitoring, Docker (Software), Data Pipelines, Query Languages

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Trustworthy AI: Measure Human Connection

    Skills you'll gain: Responsible AI, Human Computer Interaction, Data Ethics, Surveys, Human Factors, Artificial Intelligence, Trustworthiness, Model Evaluation, Psychology, Generative AI, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Product Operating Model and Business Transformation

    Skills you'll gain: Product Strategy, Business Transformation, Cross-Functional Collaboration, Product Management, Organizational Change, Organizational Leadership, Product Development, Digital Transformation, Product Roadmaps, Leadership, Design Thinking, Innovation, Agile Methodology, Stakeholder Engagement, Data-Driven Decision-Making

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Bug Bounty from Scratch

    Skills you'll gain: Vulnerability Scanning, Vulnerability Management, Vulnerability Assessments, Penetration Testing, Threat Modeling, Exploit development, Open Web Application Security Project (OWASP), Application Security, Cyber Security Assessment, Patch Management, Cybersecurity, Data Ethics, Cyber Engineering, Technical Communication, Technical Writing

    Beginner · Course · 3 - 6 Months

  • J

    Johns Hopkins University

    Business Analytics with Excel: Intermediate to Advanced

    Skills you'll gain: Operations Research, Network Model, Excel Macros, Strategic Decision-Making, Microsoft Excel, Process Optimization, Transportation, Supply Chain, and Logistics, Transportation Operations, Operational Analysis, Business Modeling, Business Analytics, Financial Modeling

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze and Apply Core Marketing Concepts for Beginners

    Skills you'll gain: Marketing, Marketing Planning, Marketing Management, Strategic Marketing, Market Analysis, Marketing Strategies, Business Marketing, Consumer Behaviour, Digital Marketing, Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Statistical Analysis with R for Public Health: Imperial College London
  • Biostatistics in Public Health: Johns Hopkins University
  • Análisis exploratorio de datos con Python y Pandas: Coursera
  • Cryptocurrency Security: Cold Storage & Paper Wallets: Alex Genadinik
  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • Django for Everybody: University of Michigan
  • Open Source Observability Stack Essentials: Coursera
  • Build Trustworthy AI: Measure Human Connection: Coursera
  • Product Operating Model and Business Transformation: John Wiley & Sons
  • Bug Bounty from Scratch: Packt

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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