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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

    IESE Business School

    Marketing: Customer Needs and Wants

    Skills you'll gain: Value Propositions, Brand Management, Customer Analysis, Marketing, Branding, Brand Marketing, Marketing Strategies, Target Market, Product Strategy, Strategic Communication, Brand Awareness, Digital Marketing, Communication Strategies, Brand Strategy, Marketing Planning, Marketing Management, Target Audience, Marketing Communications, Marketing Analytics, Digital Marketing Campaigns

    4.5 stars, 491 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (491) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Applied Cryptography

    Skills you'll gain: Data Encryption Standard, Public Key Infrastructure, Cryptography, Brute-force attacks, Key Management, Advanced Encryption Standard (AES), Cryptographic Protocols, Encryption, Data Integrity, Cybersecurity, Computer Security, Information Assurance, Authentications, Data Security, Theoretical Computer Science, Threat Modeling, Communication Systems, Algorithms, Digital Communications

    4.6 stars, 923 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (923) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Graph Theory, Computational Logic, Logical Reasoning, Computational Thinking, Network Model, Deductive Reasoning, Geospatial Information and Technology, Mathematics and Mathematical Modeling, Computer Science, Algebra, Applied Mathematics, Algorithms

    4.7 stars, 282 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.7 (282) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • T

    The State University of New York

    Applied Digital Literacy

    Skills you'll gain: Digital Design, digital literacy, Infographics, Content Creation, Graphic Design, Digital Publishing, Brainstorming, Planning, Information Management, Research, Literacy, Lifelong Learning, Critical Thinking, Investigation, Digital Communications, Multimedia, Peer Review, Communication, Design Thinking, Ethical Standards And Conduct

    4.8 stars, 369 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (369) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    4.8 stars, 123 reviews, Intermediate, Professional Certificate, 1 - 3 Months

    ★ 4.8 (123) · Intermediate · Professional Certificate · 1 - 3 Months

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

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Machine Learning with Python: Build & Optimize

    Skills you'll gain: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Python Programming, Applied Machine Learning, Model Optimization, Data Processing, Pandas (Python Package), Data Wrangling, Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Manipulation, Data Science, Dimensionality Reduction, AI Workflows, Unsupervised Learning

    4.8 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI Tools for Modern Software Engineering

    Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, AI Security, Collaborative Software, Integrated Development Environments, AI Workflows, Generative AI, Software Engineering, Software Technical Review, Application Security, Software Development, Prompt Engineering, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

    5 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, AI powered creativity, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Calendar Management, Operational Efficiency, Media Production

    4.7 stars, 55 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • I

    Icahn School of Medicine at Mount Sinai

    Introduction to Systems Biology

    Skills you'll gain: Molecular Biology, Pharmacology, Cell Biology, Molecular, Cellular, and Microbiology, Life Sciences, Physiology, Biochemistry, Biology, Medical Science and Research, Bioinformatics, Mathematical Modeling, Electrophysiology, Systems Analysis, Laboratory Research, Simulations, Simulation and Simulation Software

    4.3 stars, 577 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (577) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Seaborn: Visualizing Basics to Advanced Statistical Plots

    Skills you'll gain: Seaborn, Data Storytelling, Data Presentation, Statistical Visualization, Data Visualization, Data Visualization Software, Matplotlib, Plot (Graphics), Statistical Analysis, Python Programming

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidade Estadual de Campinas

    Revisão Sistemática e Meta-análise

    Skills you'll gain: Data Synthesis, Science and Research, Data Collection, Scientific Methods, Research, Research Design, Research Reports, Research Methodologies, General Science and Research, Quantitative Research, Peer Review, Statistical Methods, Data Quality, Report Writing, Statistical Analysis, Qualitative Research, Conflict Management

    4.9 stars, 3.1K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (3.1K) · Intermediate · Course · 1 - 3 Months

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

  • Marketing: Customer Needs and Wants: IESE Business School
  • Applied Cryptography: University of Colorado System
  • 离散数学概论 Discrete Mathematics Generality: Peking University
  • Applied Digital Literacy: The State University of New York
  • PyTorch for Deep Learning: DeepLearning.AI
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Machine Learning with Python: Build & Optimize: EDUCBA
  • Generative AI Tools for Modern Software Engineering: Edureka
  • AI for Productivity: Duke University
  • Introduction to Systems Biology: Icahn School of Medicine at Mount Sinai

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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