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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

    Analyze Apple's Stock and Financials with Bloomberg Terminal

    Skills you'll gain: Market Data, Financial Statement Analysis, Financial Data, Equities, Financial Statements, Financial Analysis, Accounting and Finance Software, Financial Modeling, Data Access, Financial Market

    ★ 4.3 (44) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Generative Model Architectures, Model Training, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Politecnico di Milano

    Machine Learning: an overview

    Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Dimensionality Reduction, Model Evaluation, Classification Algorithms, Algorithms

    ★ 4.7 (221) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Brand Management: Strategies for a Strong Brand

    Skills you'll gain: Brand Management, Brand Strategy, Branding, Marketing Analytics, Data-Driven Decision-Making, Sustainable Business, Governance, Stakeholder Engagement, Storytelling, Growth Strategies, Innovation, Communication

    ★ 4.7 (191) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Failure Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Mathematical Software, Laboratory Research, Scripting, Statistical Process Controls, Scripting Languages, Materials science, Algorithms

    ★ 4.7 (158) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Infosec

    OWASP Top 10 - Welcome and Risks 1-5

    Skills you'll gain: Open Web Application Security Project (OWASP), Exploitation techniques, Vulnerability Assessments, Application Security, Vulnerability Management, Security Controls, Authorization (Computing), Cryptography, System Configuration, Encryption, Software Design

    ★ 4.4 (75) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad Austral

    Desarrollo del lado servidor: NodeJS, Express y MongoDB

    Skills you'll gain: Server Side, Node.JS, Back-End Web Development, Restful API, Web Development, MongoDB, Application Deployment, OAuth, Web Servers, Application Programming Interface (API), API Design, Web Applications, Cloud Deployment, Authentications, Object-Relational Mapping, NoSQL, Data Persistence, Software Testing, Routing Protocols

    ★ 4.1 (115) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • K

    Kennesaw State University

    The Measure Phase for the 6 σ Black Belt

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Process Capability, Lean Manufacturing, Lean Six Sigma, Data Collection, Sampling (Statistics), Probability Distribution, Process Analysis, Descriptive Statistics, Performance Measurement, Quality Improvement, Process Improvement and Optimization, Continuous Quality Improvement (CQI), Probability & Statistics, Probability, Systems Of Measurement, Statistical Methods, Statistical Analysis

    ★ 4.4 (60) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Advanced AI and Machine Learning Techniques and Capstone

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Artificial Intelligence, Model Optimization, Federated Learning, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, Microsoft Azure, Information Privacy

    ★ 4.6 (55) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Security and Authentication

    Skills you'll gain: Secure Coding, ASP.NET, Role-Based Access Control (RBAC), Authentications, Data Security, Microsoft Copilot, Encryption, Authorization (Computing), Identity and Access Management, Back-End Web Development, Debugging, Application Security, Data Storage, Cryptography, Application Programming Interface (API), User Accounts

    ★ 4.2 (17) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Increase Reading Comprehension with Actively Learn

    Skills you'll gain: Teaching, Data Collection, Instructional Strategies, Education Software and Technology, Student Engagement, Interactive Learning, Curriculum Planning, Childhood Education and Development, Social Studies

    ★ 4.4 (154) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    Emory University

    Forecasting Models for Marketing Decisions

    Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Demand Planning, Forecasting, Consumer Behaviour, Data-Driven Marketing, Marketing Effectiveness, Model Evaluation, Time Series Analysis and Forecasting, Microsoft Excel, Regression Analysis, Customer Acquisition Management, Excel Formulas, Marketing Budgets, Customer Retention, Customer Relationship Management, Logistic Regression

    ★ 4.3 (81) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…498499500…834

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

  • Analyze Apple's Stock and Financials with Bloomberg Terminal: Coursera
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • Machine Learning: an overview: Politecnico di Milano
  • Brand Management: Strategies for a Strong Brand: Coursera
  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • OWASP Top 10 - Welcome and Risks 1-5: Infosec
  • Desarrollo del lado servidor: NodeJS, Express y MongoDB: Universidad Austral
  • The Measure Phase for the 6 σ Black Belt: Kennesaw State University
  • Advanced AI and Machine Learning Techniques and Capstone: Microsoft
  • Security and Authentication: Microsoft

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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