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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 Users & Optimize Product Retention

    Skills you'll gain: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Advanced System Security Design

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM), Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Computing, Malware Protection, Threat Modeling, Cloud Security, Load Balancing, Security Engineering, User Accounts, Authorization (Computing), Identity and Access Management, Network Security, Information Systems Security, Cybersecurity, Encryption, Geographic Information Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    658 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Learn Tableau by Working on Exciting Dashboards

    Skills you'll gain: Data Storytelling, Tableau Software, Dashboard, Interactive Data Visualization, Data Visualization Software, Data Analysis, Sales Strategy, Key Performance Indicators (KPIs), Trend Analysis, Performance Analysis, Investment Management, Financial Data

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Machine Learning in Python: Analyze & Apply

    Skills you'll gain: Matplotlib, NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Machine Learning Algorithms, Text Mining, Data Manipulation, Unsupervised Learning, Model Evaluation, Data Preprocessing, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Machine Learning, Pandas (Python Package), Predictive Modeling, Autoencoders, Python Programming, Time Series Analysis and Forecasting, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

  • B

    Board Infinity

    .NET FullStack Developer

    Skills you'll gain: HTML and CSS, React.js, ASP.NET, Restful API, .NET Framework, Web Applications, Web Services, Front-End Web Development, JSON, Application Development, Model View Controller, Program Development, Javascript, Development Environment, Back-End Web Development, API Design, Web Development, Microsoft Visual Studio, Software Design Patterns, Cascading Style Sheets (CSS)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    353 reviews

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Apache Spark: Design & Execute ETL Pipelines Hands-On

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Import/Export, Data Persistence, Development Environment, Software Installation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    20 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Cómo manejar datos faltantes

    Skills you'll gain: Sampling (Statistics), Data Analysis Software, Stata, Data Manipulation, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling

    Mixed · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Statistics, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Introduction to Microsoft Dynamics 365

    Skills you'll gain: Customer Engagement, Sales Pipelines, Power BI, Lead Generation, Resource Allocation, Microsoft 365, Scheduling, Customer Relationship Management, Sales Management, Sales Operations, Microsoft Teams, Customer Data Management, Order Management, Customer Service, Data Analysis Expressions (DAX), Marketing, Marketing Automation, Email Marketing, Dashboard

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Generative AI for Code Completion

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering Tools, OpenAI API, Microsoft Copilot, AI Enablement, Generative AI, Software Development Tools, Application Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Visualforce, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Data Quality, Customer Relationship Management (CRM) Software, Predictive Analytics, Email Automation, Data Management, ChatGPT, Data Capture, Generative AI, Business Ethics

    Intermediate · Course · 1 - 3 Months

1…409410411…834

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

  • Analyze Users & Optimize Product Retention: Coursera
  • Advanced System Security Design: University of Colorado System
  • Learn Tableau by Working on Exciting Dashboards: Packt
  • Machine Learning in Python: Analyze & Apply: EDUCBA
  • Recommender Systems: Packt
  • .NET FullStack Developer: Board Infinity
  • Apache Spark: Design & Execute ETL Pipelines Hands-On: EDUCBA
  • Cómo manejar datos faltantes: University of Maryland, College Park
  • Applied Football Analytics - Looking at real-world cases: Real Madrid Graduate School Universidad Europea
  • Introduction to Microsoft Dynamics 365: 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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