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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


  • P

    Peking University

    高级数据结构与算法

    Skills you'll gain: Data Structures, Algorithms, Database Systems, Performance Tuning, File Systems, Information Management, Theoretical Computer Science, Computer Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    106 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Advanced · Course · 1 - 4 Weeks

  • S

    SkillUp

    IT Systems Design and Analysis 

    Skills you'll gain: Systems Design, Business Process Modeling, Data Flow Diagrams (DFDs), Systems Analysis, Data Modeling, Digital Transformation, Business Process, Risk Management, Workflow Management, Systems Architecture, Business Analysis, Solution Design, Enterprise Resource Planning, Information Technology, Process Flow Diagrams, Prototyping, Computer Science, Agile Methodology, Product Lifecycle Management, Business Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Creative Coding: Hands-On Python

    Skills you'll gain: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Databases, Data Visualization Software, Object Oriented Design, Web Scraping, Creative Design, Data Science, Scatter Plots, Data Structures, Programming Principles, File I/O, Integrated Development Environments, Software Visualization, Python Programming, Computer Programming, Program Development, Diversity and Inclusion

    3.8
    Rating, 3.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • T

    Tecnológico de Monterrey

    Visualización de Datos - Gestión Empresarial

    Skills you'll gain: Data Storytelling, Power BI, Data Presentation, Tableau Software, Data Visualization Software, Data-Driven Decision-Making, Interactive Data Visualization, Dashboard, Plotly, Business Intelligence, Exploratory Data Analysis, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Economic Decision Making Part 1

    Skills you'll gain: Cash Flows, Cost Benefit Analysis, Financial Analysis, Risk Management, Business Risk Management, Risk Analysis, Return On Investment, Financial Modeling, Decision Making, Strategic Decision-Making, Capital Budgeting, Investments, Microsoft Excel

    Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep: AWS Certified SysOps Administrator - Associate

    Skills you'll gain: AWS CloudFormation, Amazon S3, AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon Web Services, Disaster Recovery, Identity and Access Management, Cloud Deployment, Infrastructure as Code (IaC), Amazon Elastic Compute Cloud, System Monitoring, Virtual Networking, Cloud Storage, Data Management, Cloud Security, Virtual Private Networks (VPN), Data Storage Technologies, Event Monitoring, Cloud Management, Network Routing

    4
    Rating, 4 out of 5 stars
    ·
    23 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    SkillUp

    Social Media Marketing

    Skills you'll gain: Social Media Management, Social Media, Social Media Marketing, Social Media Strategy, Social Media Campaigns, Content Creation, Instagram, TikTok, Content Marketing, Content Performance Analysis, Growth Strategies, Calendar Management, Drive Engagement, Digital Marketing, Scheduling, Brand Awareness, Customer Engagement, Branding, Market Research, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create IT Diagrams with Lucidchart

    Skills you'll gain: Diagram Design, Data Import/Export, Collaborative Software, Technical Documentation, User Accounts

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    CompTIA A+ Certification Core 2 (220-1102)

    Skills you'll gain: Operating System Administration, Remote Access Systems, Local Area Networks, Software Installation, Command-Line Interface, Microsoft Windows, System Configuration, Threat Detection, System Support, Information Technology Operations, Wireless Networks, Network Security, Desktop Support, Information Systems Security, Peripheral Devices, USB, Operating Systems, Computer Hardware, Data Storage Technologies, Hardware Troubleshooting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    CVS Health

    Retail Customer Service

    Skills you'll gain: Transaction Processing, Retail Sales, Retail Store Operations, Cash Register Operation, Greeting Customers, Customer Inquiries, Customer Service, Teamwork, Data Entry, Customer Relationship Building, Point of Sale, E-Commerce, Order Management Systems, Professionalism, Payment Processing and Collection, Communication, Time Management, Social Media

    4.7
    Rating, 4.7 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 3 Months

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

  • 高级数据结构与算法: Peking University
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • IT Systems Design and Analysis : SkillUp
  • Creative Coding: Hands-On Python: University of Michigan
  • Visualización de Datos - Gestión Empresarial: Tecnológico de Monterrey
  • Economic Decision Making Part 1: Northeastern University
  • Exam Prep: AWS Certified SysOps Administrator - Associate: Whizlabs
  • Social Media Marketing: SkillUp
  • Benchmark & Optimize LLM App Performance: Coursera
  • Create IT Diagrams with Lucidchart: 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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