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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


  • Status: Free
    Free
    C

    Coursera

    Full-stack Development with Django: Managing Migrations

    Skills you'll gain: Back-End Web Development, Django (Web Framework), Server Side, Data Migration, Object-Relational Mapping, Full-Stack Web Development, Data Structures, Database Development, Operational Databases, Relational Databases

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    CompTIA A+ Core 1 (220-1201)

    Skills you'll gain: Computer Hardware, Hardware Troubleshooting, Cloud Computing, General Networking, Network Troubleshooting, TCP/IP, Virtualization, Network Protocols, Dynamic Host Configuration Protocol (DHCP), Mobile Security, Peripheral Devices, System Configuration, Wireless Networks, Data Storage

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Introduction to Continuous Improvement Process

    Skills you'll gain: Statistical Process Controls, Product Quality (QA/QC), Quality Management, Quality Management Systems, Quality Improvement, ISO 9000 Series, Continuous Improvement Process, Service Improvement, Continuous Quality Improvement (CQI), Customer experience improvement, Quality Control, Process Improvement, Customer Insights, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Retrieval-Augmented Generation, AWS Identity and Access Management (IAM), Identity and Access Management, Generative AI, Multimodal Prompts, Data Preprocessing, Model Evaluation, Computer Vision, Generative Model Architectures, AI Security, Amazon Web Services, Natural Language Processing, Machine Learning, Reinforcement Learning, Data Ethics, Deep Learning, Data Wrangling

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Üretken Yapay Zeka’ya Giriş

    Skills you'll gain: Responsible AI, Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Generative Model Architectures, Data Ethics, Google Gemini, Artificial Intelligence, AI Security, Prompt Engineering Tools, Business Ethics, AI Product Strategy, Governance, Ethical Standards And Conduct, Risk Analysis, Stakeholder Analysis, Deep Learning, Supervised Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Fundamentals of Network Security and Cryptography

    Skills you'll gain: Network Security, Cryptography, Firewall, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, Public Key Infrastructure, Network Monitoring, Encryption, Network Architecture, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Local Area Networks, Virtual Local Area Network (VLAN), Network Switches, Authentications

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    ChatGPT - Uses and Strategies

    Skills you'll gain: ChatGPT, Responsible AI, AI Enablement, Artificial Intelligence, Prompt Engineering, LLM Application, Generative AI, Business Ethics, Innovation, Creativity, Natural Language Processing, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Beer Quality Systems

    Skills you'll gain: ISO 9000 Series, Food Quality Assurance And Control, Quality Assurance and Control, Food and Beverage, Quality Assessment, Quality Management, Hazard Analysis, Standard Operating Procedure, Statistical Process Controls, Cost Control, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Storytelling That Delivers Program and Project Outcomes

    Skills you'll gain: User Story, Negotiation, Data Presentation, Risk Management, Professional Development, Business Risk Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Quantitative Aptitude Mastery— Exam & Recruitment Prep

    Skills you'll gain: Arithmetic, Quick Learning, Logical Reasoning, Problem Solving, Learning Strategies, Applied Mathematics, Analytical Skills, Advanced Mathematics, Business Mathematics, Algebra, Computational Logic, General Mathematics

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Uso de bancos de dados com Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Databases, Database Design, Data Visualization, Web Scraping, Interactive Data Visualization, Data Processing, Object Oriented Programming (OOP), Data Modeling, Geospatial Mapping, Python Programming, Web Development, Data Collection

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Essential Concepts of Vector Databases

    Skills you'll gain: Vector Databases, Large Language Modeling, LangChain, Embeddings, NoSQL, Database Systems, Databases, OpenAI API, Data Management, Development Environment, Unstructured Data, Real Time Data, Scalability, Data Analysis

    Intermediate · Course · 1 - 3 Months

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

  • Full-stack Development with Django: Managing Migrations: Coursera
  • CompTIA A+ Core 1 (220-1201): Packt
  • Introduction to Continuous Improvement Process: Board Infinity
  • AWS AI Practitioner Certification Prep: LearnKartS
  • Üretken Yapay Zeka’ya Giriş: Google Cloud
  • Fundamentals of Network Security and Cryptography: Packt
  • ChatGPT - Uses and Strategies: Tecnológico de Monterrey
  • Beer Quality Systems: University of California, Davis
  • Storytelling That Delivers Program and Project Outcomes: University of Maryland, College Park
  • Quantitative Aptitude Mastery— Exam & Recruitment Prep: Board Infinity

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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