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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


  • Y

    Yale University

    Digital Media for Health Outcomes, English

    Skills you'll gain: Health Promotion, Health Education, Media and Communications, Advertising Campaigns, Program Evaluation, Patient Communication, Surveys, Behavioral Health, Digital Communications, Driving engagement, Persuasive Communication, Instagram, Facebook, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Time Series Analysis and Forecasting, PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing

    2.3
    Rating, 2.3 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Detect AI Anomalies: Real-Time Outliers

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Snowflake for Beginners: Make your First Snowsight Dashboard

    Skills you'll gain: Snowflake Schema, Dashboard, Data Warehousing, Database Management, Data Storage, SQL, Business Intelligence, Data Management, Data Visualization Software, Data Analysis, Cloud Computing, Cloud Platforms, Benchmarking, Market Share

    4.4
    Rating, 4.4 out of 5 stars
    ·
    56 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of California San Diego

    Internet of Things: Sensing and Actuation From Devices

    Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Wireless Networks, Communication Systems, Prototyping

    4.5
    Rating, 4.5 out of 5 stars
    ·
    159 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Network Systems Foundations

    Skills you'll gain: OSI Models, Network Security, TCP/IP, Network Architecture, Network Protocols, General Networking, Network Routing, Network Routers, Computer Networking, Network Infrastructure, Routing Protocols, Network Model, Cryptography, Web Applications

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    88 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Goldman Sachs

    Fundamentos de las Ventas y el Marketing con Goldman Sachs 10,000 Women

    Skills you'll gain: Marketing Effectiveness, Marketing, Sales Process, Marketing Strategies, Sales Strategy, Marketing Planning, Value Propositions, Sales, Brand Strategy, Marketing Communications, Digital Marketing, Marketing Analytics, Brand Management, Business Metrics, Performance Metric, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    211 reviews

    Mixed · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Foundations of IoT Systems and Industrial Automation

    Skills you'll gain: Internet Of Things, Automation, Data Management, Control Systems, Hardware Architecture, Manufacturing Processes, Manufacturing and Production, Network Protocols, Systems Integration, Information Systems Security, Communication Systems, Systems Design, Analytics, Real Time Data

    4.5
    Rating, 4.5 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات

    Skills you'll gain: Deep Learning, Tensorflow, Data Preprocessing, Model Evaluation, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning Algorithms, Machine Learning, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • A

    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Data Preprocessing, Training Records Management, Machine Learning Methods, Data Collection, AI Enablement, Business Process, Business Requirements

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Deep Learning - Artificial Neural Networks with TensorFlow

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis

    Intermediate · Course · 1 - 3 Months

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

  • Digital Media for Health Outcomes, English: Yale University
  • Introduction to Long Short Term Memory (LSTM) Training: Simplilearn
  • Detect AI Anomalies: Real-Time Outliers: Coursera
  • Snowflake for Beginners: Make your First Snowsight Dashboard: Coursera
  • Internet of Things: Sensing and Actuation From Devices: University of California San Diego
  • Network Systems Foundations: University of Colorado Boulder
  • Fundamentos de las Ventas y el Marketing con Goldman Sachs 10,000 Women: Goldman Sachs
  • Foundations of IoT Systems and Industrial Automation: LearnQuest
  • Google Analytics: Quick Wins and Hacks for Marketers: Board Infinity
  • تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات : 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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