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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


  • J

    Johns Hopkins University

    Culminating Project in Health Informatics

    Skills you'll gain: Health Informatics, Informatics, Health Care, Healthcare Project Management, Systems Analysis, Business Systems Analysis, Technical Communication, Requirements Analysis, Data Access, User Centered Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    66 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDHEC Business School

    Introduction to EdTech

    Skills you'll gain: Digital pedagogy, Education Software and Technology, AI Personalization, Responsible AI, Data Ethics, Emerging Technologies, New Business Development, Innovation, Digital Transformation, New Product Development, AI Enablement, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Strategic Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    TensorFlow を使った畳み込みニューラルネットワーク

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Classification Algorithms, Data Preprocessing, Model Evaluation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    DDoS Attacks and Defenses

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Malware Protection, Threat Modeling, Security Engineering, Network Security, Firewall, Digital Forensics, Code Review, Network Routing, Proxy Servers, Linux, Internet Of Things, Servers

    4.5
    Rating, 4.5 out of 5 stars
    ·
    174 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Lean Management and Six Sigma Green Belt Program

    Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Failure Mode And Effects Analysis, Kaizen Methodology, Process Optimization, Quality Improvement, Operational Efficiency, Process Improvement, Performance Measurement, Manufacturing Operations, Quality Management, Operational Excellence, Business Process, Statistical Analysis, Performance Metric, Waste Minimization, Kanban Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    ¿Qué hacer con tu estrategia digital en tiempos de cambio?

    Skills you'll gain: Customer Engagement, Target Market, Digital Advertising, Customer Retention, Search Engine Optimization, Digital Media Strategy, Lead Generation, Digital Marketing, Marketing Strategies, Customer Acquisition Management, Customer experience strategy (CX), Cash Flows, Web Analytics, Market Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Palo Alto Networks

    Palo Alto Networks Cloud Security Fundamentals

    Skills you'll gain: Cloud Security, Cloud-Native Computing, Cloud Computing Architecture, Infrastructure Security, DevSecOps, Cloud Computing, Cloud Deployment, Application Security, Cloud Infrastructure, Network Security, Data Security, Docker (Software), Software As A Service, Hybrid Cloud Computing, Containerization, Data Centers, Vulnerability Scanning, Virtual Machines, DevOps, Vulnerability Assessments

    4.7
    Rating, 4.7 out of 5 stars
    ·
    150 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    47 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    Business Analytics using Excel

    Skills you'll gain: Data Visualization, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Dashboard, Excel Macros, Data Analysis, Analytics, Data Cleansing, Regression Analysis, Descriptive Statistics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Fundamental of Reinforcement Training

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning, Unsupervised Learning, Markov Model

    Beginner · Course · 1 - 4 Weeks

  • U

    University of London

    Consumption, Marketing and Culture

    Skills you'll gain: Consumer Behaviour, Marketing Psychology, Marketing, Culture, Sustainable Business, Marketing Analytics, Environmental Issue, Sociology, Information Privacy, Digital Communications, Social Media

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Culminating Project in Health Informatics: Johns Hopkins University
  • Introduction to EdTech: EDHEC Business School
  • TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
  • DDoS Attacks and Defenses: University of Colorado System
  • Lean Management and Six Sigma Green Belt Program: Simplilearn
  • ¿Qué hacer con tu estrategia digital en tiempos de cambio?: Tecnológico de Monterrey
  • Palo Alto Networks Cloud Security Fundamentals: Palo Alto Networks
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • Regression Analysis for Statistics & Machine Learning in R: Packt
  • Business Analytics using Excel: Simplilearn

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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