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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


  • Status: Hot New Release
    Hot New Release
    U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture

    4.5
    Rating, 4.5 out of 5 stars
    ·
    69 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Custom Reports in Google Analytics

    Skills you'll gain: Google Analytics, Ad Hoc Reporting, Performance Reporting, Web Analytics, Marketing, Web Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    171 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Introdução à Ciência e Engenharia de Dados

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Data Strategy, Data Engineering, Analytics, Data Science, Data Processing, Predictive Analytics, Strategic Decision-Making, Machine Learning Methods, Decision Making, Data Collection

    4.4
    Rating, 4.4 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Davis

    AI Agents: From Prompts to Multi-Agent Systems

    Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI literacy, Artificial Intelligence, Responsible AI, Risking, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    204 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Excel Skills for Business: Intermediate II

    Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Data Validation, Spreadsheet Software, Data Modeling, Financial Forecasting, Predictive Modeling, Financial Modeling, Data Integrity, Visual Basic (Programming Language), Business Modeling, Automation, Data Security

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8.5K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Human Resources Analytics

    Skills you'll gain: Data Storytelling, People Analytics, Data Presentation, Employee Relations, Human Resource Strategy, Human Resource Management, Performance Metric, Data Strategy, Employee Training, Dashboard, Business Metrics, Employee Engagement, Business Analysis, Employee Retention, Data Analysis, Training and Development, Compensation and Benefits, Compensation Strategy, Talent Recruitment, Mental Health

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Unstructured Data, Generative AI, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    457 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Introduction to Systematic Review and Meta-Analysis

    Skills you'll gain: Clinical Trials, Clinical Research, Qualitative Research, Data Synthesis, Scientific Methods, Research Methodologies, Data Collection, Research Design, Analysis, Quantitative Research, Risk Analysis, Statistical Methods, Statistical Analysis, Statistical Reporting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.6K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Edureka

    Advanced Microsoft Power BI

    Skills you'll gain: Data Transformation, Dashboard Creation, Business Intelligence Software, Data Integration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    108 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    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

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    17K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    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
    Rating, 4.7 out of 5 stars
    ·
    357 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Power BI Masterclass

    Skills you'll gain: Data Analysis Expressions (DAX), Customer Insights, Power BI, Data Modeling, Customer Analysis, Dashboard, Data Transformation, Dashboard Creation, Data Wrangling, Data Import/Export, Data Manipulation, Database Design, Business Intelligence, Interactive Data Visualization, Data Integration, Star Schema, Time Series Analysis and Forecasting, Data Cleansing, Relational Databases, Data Visualization Software

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 4 Weeks

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

  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Custom Reports in Google Analytics: Coursera
  • Introdução à Ciência e Engenharia de Dados: Fundação Instituto de Administração
  • AI Agents: From Prompts to Multi-Agent Systems: University of California, Davis
  • Excel Skills for Business: Intermediate II: Macquarie University
  • Human Resources Analytics: University of California, Irvine
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera
  • Introduction to Systematic Review and Meta-Analysis: Johns Hopkins University
  • Advanced Microsoft Power BI: Edureka
  • Marketing in a Digital World: University of Illinois Urbana-Champaign

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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