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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

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of California San Diego

    Meaningful Predictive Modeling

    Skills you'll gain: Model Evaluation, Predictive Modeling, Data Validation, Regression Analysis, Supervised Learning, Feature Engineering, Python Programming, Statistical Methods, Machine Learning Methods, Data Preprocessing, Classification Algorithms, Natural Language Processing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Secure Access Control

    Skills you'll gain: Compliance Reporting, Governance, Role-Based Access Control (RBAC), Project Management, Security Controls, Compliance Auditing, Project Management Software, Auditing, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Apply Cost & Performance Management Concepts

    Skills you'll gain: Management Accounting, Forecasting, Cost Accounting, Budget Management, Budgeting, Performance Measurement, Variance Analysis, Internal Controls, Performance Management, Cost Control, Cost Management, Operating Budget, Management Reporting, Profit and Loss (P&L) Management, Resource Allocation, Cost Estimation, Financial Controls, Risk Management, Financial Analysis, Customer Analysis

    Beginner · Course · 1 - 3 Months

  • M

    Meta

    Meta Android UI Development

    Skills you'll gain: Android Studio, Android Jetpack, Kotlin, Android Development, Android (Operating System), Responsive Web Design, Mobile Development, UI Components, Unit Testing, Gradle, User Interface (UI) Design, Application Development, User Interface (UI), Integrated Development Environments, Object Oriented Programming (OOP), Development Environment, Programming Principles, Test Driven Development (TDD), Wireframing, Prototyping

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Master Unity Android Game Development in 30 Days

    Skills you'll gain: Unity Engine, User Interface (UI), Android Development, C# (Programming Language), Video Game Development, GitHub, Animation and Game Design, User Interface (UI) Design, Mobile Development, 3D Assets, User Interface and User Experience (UI/UX) Design, Microsoft Visual Studio, System Implementation, Software Installation

    Intermediate · Specialization · 3 - 6 Months

  • U

    Universidad de Palermo

    Artificial Intelligence (AI): Interactions and Prompts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, LLM Application, Large Language Modeling, Artificial Intelligence, Responsible AI, Content Creation

    Beginner · Course · 1 - 4 Weeks

  • A

    Aptly

    Mastering Prompting Skills for Social Media Marketing

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, Ideation, Customer Insights, Social Media Marketing, AI Personalization, Copywriting, Brainstorming, Social Media Content, Content Marketing, Content Creation, Target Audience, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Master ANN Search

    Skills you'll gain: Vector Databases, Embeddings, Retrieval-Augmented Generation, Artificial Neural Networks, LLM Application, Large Language Modeling, Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Performance Tuning, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Modern OpenGL Vertex Buffers and Shaders

    Skills you'll gain: Integrated Development Environments, Data Flow Diagrams (DFDs)

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    SQL CASE Statements

    Skills you'll gain: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Development, Data Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Activation to Boost Retention

    Skills you'll gain: Marketing Budgets, Correlation Analysis, Customer Analysis, Marketing Analytics, Customer Retention, Customer Insights, Statistical Methods, Advanced Analytics, Marketing Effectiveness, Statistical Hypothesis Testing, Predictive Analytics, Product Strategy, Statistical Modeling, Analytics, Customer Engagement, Statistical Analysis, Data-Driven Decision-Making, Customer Acquisition Management, Predictive Modeling, Marketing Channel

    Intermediate · Course · 1 - 4 Weeks

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

  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • Meaningful Predictive Modeling: University of California San Diego
  • Secure Access Control: Coursera
  • Analyze and Apply Cost & Performance Management Concepts: EDUCBA
  • Meta Android UI Development: Meta
  • Master Unity Android Game Development in 30 Days: Packt
  • Artificial Intelligence (AI): Interactions and Prompts: Universidad de Palermo
  • Mastering Prompting Skills for Social Media Marketing: Aptly
  • Master ANN Search: Coursera
  • Apply Modern OpenGL Vertex Buffers and Shaders: EDUCBA

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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