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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


  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    ETL pipelines con Python: recopila datos de Spotify

    Skills you'll gain: Interactive Data Visualization, Data Transformation, Data Presentation, Data Visualization Software, Business Intelligence, Data Analysis, Extract, Transform, Load, Exploratory Data Analysis, Pandas (Python Package), Data Collection, Data Pipelines, Development Environment, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Codio

    Advanced Django: Building a Blog

    Skills you'll gain: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Scalability, Application Deployment, Cloud Hosting, User Accounts, Application Security, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    115 reviews

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud Infrastructure for Azure Professionals

    Skills you'll gain: Identity and Access Management, Kubernetes, Google Cloud Platform, Virtual Machines, Cloud Applications, Microsoft Azure, Load Balancing, Cloud Computing Architecture, Azure Active Directory, Cloud Storage, Public Cloud, Multi-Cloud, Cloud Infrastructure, Platform As A Service (PaaS), Cloud Engineering, Virtual Private Networks (VPN), Data Lakes, Containerization, Hybrid Cloud Computing, Virtual Networking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    248 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Cape Town

    Large Marine Ecosystems: Assessment and Management

    Skills you'll gain: Sustainable Development, Environment and Resource Management, Natural Resource Management, Water Resource Management, Environmental Science, Social Sciences, Environmental Policy, Governance, Environmental Monitoring, Case Studies, Socioeconomics, International Relations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    312 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Generative AI for Developers: Unit 1

    Skills you'll gain: Responsible AI, Application Development, Generative AI, Web Applications, Full-Stack Web Development, GitHub, Integrated Development Environments, Development Environment, Front-End Web Development, Back-End Web Development, Prompt Engineering, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • Q

    Queen Mary University of London

    Research Instruments and Research Hypotheses

    Skills you'll gain: Research Reports, Statistical Hypothesis Testing, Survey Creation, Research Design, Statistical Analysis, Data Collection, Quantitative Research, Research Methodologies, Data Preprocessing, Probability & Statistics, Descriptive Statistics, Data Literacy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    Harvard Business Review

    Boost Your Leadership Impact

    Skills you'll gain: Presentations, Conflict Management, Delegation Skills, Influencing, Constructive Feedback, Data Storytelling, Emotional Intelligence, Trustworthiness, Team Leadership, Team Building, Verbal Communication Skills, Professional Networking, Negotiation, Organizational Leadership, Persuasive Communication, Overcoming Objections, Public Speaking, Workplace inclusivity, Leadership Development, Communication Strategies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Systems Thinking Basics

    Skills you'll gain: Systems Thinking, Creative Thinking, Innovation, Systems Analysis, Complex Problem Solving, Analysis, Business Systems Analysis, Strategic Thinking, Critical Thinking, Organizational Change, Decision Making, Collaboration, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    84 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Datastore: Qwik Start

    Skills you'll gain: Google Cloud Platform, Data Store, Cloud Storage, Data Storage, Data Access, Data Management

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Playwright Python and Pytest for Web Automation Testing

    Skills you'll gain: Continuous Integration, Test Automation, Authentications, CI/CD, Test Script Development, API Testing, Software Testing, Unit Testing, Behavior-Driven Development, Web Development Tools, Test Case, GitHub, User Interface (UI)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 3 - 6 Months

  • E

    Edureka

    Learn SQL with Databricks

    Skills you'll gain: SQL, Data Management, Database Design, Databases, Apache Spark, Data Integrity, Data Architecture, Data Processing

    3.5
    Rating, 3.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

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

  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • ETL pipelines con Python: recopila datos de Spotify: Coursera
  • Advanced Django: Building a Blog: Codio
  • Google Cloud Infrastructure for Azure Professionals: Google Cloud
  • Large Marine Ecosystems: Assessment and Management: University of Cape Town
  • Generative AI for Developers: Unit 1: Pearson
  • Research Instruments and Research Hypotheses: Queen Mary University of London
  • Boost Your Leadership Impact: Harvard Business Review
  • Systems Thinking Basics: Coursera
  • Datastore: Qwik Start: Google Cloud

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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