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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


  • W

    Workday

    Workday Human Capital Management for Business Users

    Skills you'll gain: Workday (Software), Human Resources Software, Human Capital, HR Tech, Benefits Enrollment Processes, Human Resources Information System (HRIS), People Analytics, Learning Management Systems, Human Resource Management, Workflow Management, Staff Management, Business Reporting, Management Reporting, Ad Hoc Reporting, Training Programs, Business Process, Workforce Planning, Compensation Analysis, Data Entry

    4.7 stars, 147 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (147) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    R البرمجة باستخدام لغة

    Skills you'll gain: R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Debugging, File I/O, Data Analysis, Simulations, Programming Principles, Code Reusability, Data Import/Export, Data Processing, Data Structures, Data Manipulation, Computer Programming, Performance Tuning, Software Installation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Virginia

    Product Analytics and AI

    Skills you'll gain: Agile Product Development, Product Improvement, Customer Analysis, Analytics, Analytical Skills, Demand Planning, Usability Testing, Product Management, Customer Insights, AI Product Strategy, A/B Testing, Product Development, Agile Methodology, User Experience, Customer Demand Planning, Advanced Analytics, Data-Driven Decision-Making, Customer experience improvement, Agile Software Development, Software Development

    4.7 stars, 515 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Meta

    The Full Stack

    Skills you'll gain: Full-Stack Web Development, Front-End Web Development, Django (Web Framework), Web Design and Development, Scalability, HTML and CSS, Cloud Hosting, Responsive Web Design, Web Development, Web Applications, Cloud Deployment, Back-End Web Development, MySQL, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Cloud Computing, Application Programming Interface (API), Restful API, Virtual Environment, Javascript

    4.6 stars, 239 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (239) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Advanced Manufacturing Process Analysis

    Skills you'll gain: Anomaly Detection, Production Process, Manufacturing Processes, Data Collection, Systems Analysis, Data Storage, Manufacturing Operations, Systems Engineering, Data Cleansing, Failure Analysis, Digital Transformation, Data Preprocessing, Big Data, Data Analysis Software, Computing Platforms

    4.6 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Object Oriented Programming in Java

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Object Oriented Design, Java, Java Programming, File Management, Application Development, Computer Programming, Programming Principles, Program Development, Application Design, Data Structures, Application Frameworks, Data Management

    4.8 stars, 78 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (78) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AI Engineer Associate

    Skills you'll gain: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Generative AI Agents, Keras (Neural Network Library), Fine-tuning, Model Training, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, AI Orchestration, PyTorch (Machine Learning Library), Feature Engineering

    4.7 stars, 6 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (6) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 2)

    Skills you'll gain: Application Development, Object Oriented Programming (OOP), Video Game Development, Event-Driven Programming, Interactive Design, Animation and Game Design, User Interface (UI), Program Development, Animations, Game Design, Programming Principles, Python Programming, Computer Programming, Computer Graphics, Data Structures

    4.9 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Understand and Apply AI Fundamentals with AWS

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, AWS SageMaker, Amazon Bedrock, Machine Learning, AI literacy, Model Training, Amazon Web Services, Convolutional Neural Networks, Supervised Learning, Model Deployment, Natural Language Processing, LLM Application, Unsupervised Learning

    4.7 stars, 14 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (14) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    How to Set Up a Facebook Ads Campaign

    Skills you'll gain: Meta Ads Manager, Target Audience, Facebook, Campaign Planning, Advertising Campaigns, Social Media Campaigns, Campaign Management, Social Media, Social Media Management, Paid media, Online Advertising, Social Media Marketing, Advertising, Digital Advertising, Marketing, Digital Marketing, Budgeting, Cost Management

    4.7 stars, 442 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (442) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • U

    University of Colorado System

    Fundamentals of Computer Network Security

    Skills you'll gain: Cryptography, Public Key Infrastructure, Cybersecurity, Information Systems Security, Data Security, Firewall, Cyber Attacks, Data Encryption Standard, Penetration Testing, Network Security, Information Assurance, Encryption, Exploit development, Advanced Encryption Standard (AES), Cryptographic Protocols, Intrusion Detection and Prevention, Metasploit, Application Security, Security Testing, Cyber Security Policies

    4 stars, 603 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (603) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Software Development on SAP HANA

    Skills you'll gain: SAP S/4HANA, Data Modeling, SAP Applications, Systems Architecture, Enterprise Resource Planning, Functional Requirement, Software Development Tools, Data Migration, Software Development Methodologies, Application Deployment, Organizational Structure, Compliance Reporting

    4.4 stars, 70 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (70) · Beginner · Course · 1 - 4 Weeks

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

  • Workday Human Capital Management for Business Users: Workday
  • R البرمجة باستخدام لغة: Johns Hopkins University
  • Product Analytics and AI: University of Virginia
  • The Full Stack: Meta
  • Advanced Manufacturing Process Analysis: University at Buffalo
  • Object Oriented Programming in Java: IBM
  • AI Engineer Associate: Packt
  • An Introduction to Interactive Programming in Python (Part 2): Rice University
  • Understand and Apply AI Fundamentals with AWS: EDUCBA
  • How to Set Up a Facebook Ads Campaign: Coursera

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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