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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


  • I

    IBM

    Machine Learning Capstone

    Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Predictive Modeling, Data Presentation, Machine Learning, Collaborative Software, Data Analysis, Predictive Analytics, Technical Communication, Machine Learning Algorithms, Statistical Analysis, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Descriptive Statistics, Regression Analysis, Python Programming, Text Mining, Artificial Neural Networks

    4.7 stars, 217 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (217) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for NLP with PyTorch Capstone Project

    Skills you'll gain: Model Evaluation, Fine-tuning, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Training, Transfer Learning, Generative AI, Large Language Modeling, Natural Language Processing, Hugging Face, Generative Model Architectures, Data Preprocessing, Model Optimization, Data Processing, Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    OpenAI GPTs: Creating Your Own Custom AI Assistants

    Skills you'll gain: Retrieval-Augmented Generation, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Prompt Engineering, OpenAI, OpenAI API, Expense Management, AI Personalization, Expense Reports, Travel Arrangements, Tool Calling, Test Case, Human Computer Interaction, Interaction Design, Responsible AI, Human Centered Design, System Testing, Safety Assurance

    4.8 stars, 802 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (802) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Unsupervised Machine Learning

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Data Preprocessing, Text Mining, Machine Learning, Big Data, Model Evaluation, Performance Metric

    4.7 stars, 370 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (370) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Statistics for Absolute Beginners

    Skills you'll gain: Probability Distribution, Exploratory Data Analysis, Probability, Descriptive Statistics, Data Literacy, Statistical Modeling, Statistics, Probability & Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Statistical Inference, Descriptive Analytics, Data Analysis, Diagnostic Tests, Histogram, Box Plots, Bayesian Statistics, Combinatorics, Risk Modeling

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Natural Language Processing with Attention Models

    Skills you'll gain: Natural Language Processing, Transfer Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, Keras (Neural Network Library), Model Evaluation, Model Training

    4.4 stars, 1.1K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (1.1K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Honors AI Agents for High School Students

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Agentic systems, Agentic Workflows, Artificial Intelligence, OpenAI, Prompt Engineering, AI literacy, ChatGPT, LLM Application, Prompt Patterns, Context Engineering, Decision Intelligence, Tool Calling, Interaction Design, Multimodal Prompts, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Microsoft 365 Copilot for Leaders

    Skills you'll gain: Prompt Patterns, AI powered creativity, Business Correspondence, Risking, Leadership Development, AI literacy, Writing, Thought Leadership, Brainstorming, Proposal Development, Human Resource Strategy, Business Transformation, Staff Management, AI Integrations

    4.7 stars, 2K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (2K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Agentic AI with Model Context Protocol Training

    Skills you'll gain: AI Integrations, Tool Calling, Agentic systems, Generative AI Agents, AI Security, LLM Application, Context Management, Interoperability, Google Cloud Platform, Session Initiation Protocols, Risking, Systems Integration, Servers, Scalability, Risk Management, Pandas (Python Package), Server Side

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI for Medicine

    Skills you'll gain: Model Evaluation, Deep Learning, Statistical Analysis, Clinical Trials, Feature Engineering, Data Preprocessing, Classification And Regression Tree (CART), Risk Modeling, Treatment Planning, Data Analysis, Precision Medicine, Convolutional Neural Networks, Decision Tree Learning, Predictive Modeling, Applied Machine Learning, Patient Treatment, Image Analysis, Statistical Machine Learning, Diagnostic Radiology, Machine Learning

    4.7 stars, 2.5K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (2.5K) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • M

    Microsoft

    Creative Designing in Power BI

    Skills you'll gain: Data Storytelling, Dashboard, Dashboard Creation, Power BI, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Microsoft Power Platform, Creative Design, Data-Driven Decision-Making, Data Analysis, Design, Design Elements And Principles, Geospatial Mapping

    4.4 stars, 384 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (384) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SAS

    Designing Interactive Reports using SAS Visual Analytics

    Skills you'll gain: Dashboard, SAS (Software), Interactive Data Visualization, Data Visualization, Interactive Design, Data Storytelling, Data Presentation, Analytics, Analytical Skills, Data Sharing

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Machine Learning Capstone: IBM
  • Generative AI for NLP with PyTorch Capstone Project: IBM
  • OpenAI GPTs: Creating Your Own Custom AI Assistants: Vanderbilt University
  • Unsupervised Machine Learning: IBM
  • BiteSize Statistics for Absolute Beginners: University of Colorado Boulder
  • Natural Language Processing with Attention Models: DeepLearning.AI
  • Honors AI Agents for High School Students: Vanderbilt University
  • Microsoft 365 Copilot for Leaders: Vanderbilt University
  • Agentic AI with Model Context Protocol Training: Simplilearn
  • AI for Medicine: DeepLearning.AI

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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