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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


  • G

    Google

    Functions and Conditional Statements

    Skills you'll gain: Code Reusability, Computational Logic

    5 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (40) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI for University Leaders

    Skills you'll gain: Generative AI, AI Enablement, Innovation, AI Integrations, AI powered creativity, Curriculum Development, AI literacy, Responsible AI, Automation, Workforce Development, Business Strategy

    4.8 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Illinois Urbana-Champaign

    Marketing in a Digital World

    Skills you'll gain: Digital Marketing Tools, Digital Marketing, Marketing, Strategic Marketing, Marketing Strategies, Marketing Management, Digital Transformation, Promotional Strategies, Market Dynamics, Digital Media Strategy, Shared Media, Earned Media, Customer Engagement

    4.7 stars, 17K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (17K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    ANOVA and Experimental Design

    Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Methods, Statistical Analysis, Data Ethics, General Science and Research, Statistical Modeling, Data Science, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Mathematical Modeling, Linear Algebra, Calculus

    4 stars, 23 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (23) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Put It to Work: Prepare for Cybersecurity Jobs

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Cybersecurity, Cyber Threat Intelligence, Security Management, Security Awareness, Data Ethics, Data Security, Technical Communication, AI Workflows, Artificial Intelligence

    4.8 stars, 6.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (6.4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Statistical Modeling, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    4.6 stars, 305 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (305) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Business Transformation and Career Growth

    Skills you'll gain: Generative AI, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Content Creation, Market Opportunities, AI Integrations, Business Transformation, New Business Development, Content Development and Management

    4.7 stars, 307 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Databases, Social Media Analytics, Data Processing, Text Mining, Social Sciences, Applied Machine Learning, Data Collection, Analysis, Unstructured Data, Social Studies, Simulations, Computational Thinking

    4.7 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming

    4.4 stars, 84 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.4 (84) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    MongoDB Inc.

    MongoDB Aggregation Framework

    Skills you'll gain: Data Transformation, MongoDB, Data Manipulation, Data Processing, Data Integration, NoSQL, Data Migration, Data Analysis, Query Languages, Data Preprocessing, Data Pipelines, Unstructured Data, Network Analysis

    4.4 stars, 66 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (66) · Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Building Systems with the ChatGPT API

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, Prompt Patterns, AI Workflows, OpenAI, Generative AI Agents, Self Service Technologies, Jupyter

    4.7 stars, 358 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.7 (358) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Model Optimization, Integral Calculus, Algebra, Machine Learning Algorithms, Dimensionality Reduction

    4.9 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (11) · Beginner · Course · 1 - 3 Months

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

  • Functions and Conditional Statements: Google
  • Generative AI for University Leaders: Vanderbilt University
  • Marketing in a Digital World: University of Illinois Urbana-Champaign
  • ANOVA and Experimental Design: University of Colorado Boulder
  • Put It to Work: Prepare for Cybersecurity Jobs: Google
  • Probabilistic Graphical Models 3: Learning: Stanford Online
  • Generative AI: Business Transformation and Career Growth: IBM
  • Computational Social Science Capstone Project: University of California, Davis
  • AI Workflow: Feature Engineering and Bias Detection: IBM
  • MongoDB Aggregation Framework: MongoDB Inc.

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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