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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


  • D

    Dartmouth College

    Predictive Analytics

    Skills you'll gain: Business Ethics, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Big Data, Regression Analysis, Python Programming, Cloud Computing, Data Quality, Model Deployment, Classification Algorithms, Artificial Neural Networks

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Peer-to-Peer Protocols and Local Area Networks

    Skills you'll gain: Local Area Networks, Network Protocols, Computer Networking, TCP/IP, Network Performance Management, OSI Models, Wireless Networks, Telecommunications, Network Analysis, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    538 reviews

    Mixed · Course · 1 - 3 Months

  • A

    American Psychological Association

    Measures of Variability

    Skills you'll gain: Box Plots, Descriptive Statistics, Histogram, Probability & Statistics, Exploratory Data Analysis, Graphing, Variance Analysis, Statistical Visualization, Statistical Analysis, Data Analysis, Analytical Skills

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Portfolio Managers: Smarter Asset Allocation

    Skills you'll gain: Portfolio Management, Responsible AI, Asset Management, Portfolio Risk, AI Enablement, Investment Management, Generative AI, AI Personalization, Financial Services, Artificial Intelligence, ChatGPT, Risk Management, Risk Analysis, Continuous Monitoring, Real Time Data, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Brand Marketing and SEO Tools using Wix

    Skills you'll gain: Email Marketing, Social Media Content, Search Engine Optimization, Web Analytics and SEO, Social Media Marketing, Brand Marketing, Branding, Digital Marketing, Marketing Design, Marketing, Content Management Systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    376 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Trending in AI
    Trending in AI
    A

    Automatic Data Processing, Inc. (ADP)

    ADP AIRS® Entry-Level Recruiter

    Skills you'll gain: Recruitment, Talent Pipelining, Professional Networking, Applicant Tracking Systems, Recruitment Strategies, Relationship Building, Talent Sourcing, Compensation and Benefits, Job Analysis, Talent Acquisition, Consultative Approaches, Process Improvement, Change Management, Coordination, Key Performance Indicators (KPIs), Performance Improvement, Performance Reporting, Market Research, Performance Analysis, Full Cycle Recruitment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    61 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • L

    LearnQuest

    Introduction to Programming in Swift 5

    Skills you'll gain: Model View Controller, Swift Programming, iOS Development, Apple iOS, Data Structures, Object Oriented Programming (OOP), Mobile Development, Apple Xcode, Computer Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    733 reviews

    Beginner · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Embedded Hardware and Operating Systems

    Skills you'll gain: Real-Time Operating Systems, Embedded Software, Embedded Systems, Internet Of Things, Operating Systems, System Programming, Application Development, Wireless Networks, Hardware Architecture, Network Protocols, Simulations

    4.1
    Rating, 4.1 out of 5 stars
    ·
    628 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    Essentials of Hospitality Management

    Skills you'll gain: Revenue Management, Hospitality Services, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality Management, Cost Control, Budget Management, Hospitality, Budgeting, Customer experience improvement, Guest Relations, Hotel Operations, Financial Analysis, Performance Measurement, Financial Forecasting, Variance Analysis, Forecasting, Financial Management, Financial Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    93 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Deep-Dive into Tensorflow Activation Functions

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI, Transfer Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • M

    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Management, Databases, NoSQL, Data Modeling, Database Design, Data Integrity, Data Storage, Cloud Deployment, Cloud Platforms, Scalability, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

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

  • Predictive Analytics: Dartmouth College
  • Peer-to-Peer Protocols and Local Area Networks: University of Colorado System
  • Measures of Variability: American Psychological Association
  • GenAI for Portfolio Managers: Smarter Asset Allocation: Coursera
  • Brand Marketing and SEO Tools using Wix: Coursera
  • ADP AIRS® Entry-Level Recruiter: Automatic Data Processing, Inc. (ADP)
  • Introduction to Programming in Swift 5: LearnQuest
  • Embedded Hardware and Operating Systems: 28DIGITAL
  • Essentials of Hospitality Management: Starweaver
  • Deep-Dive into Tensorflow Activation Functions: Coursera

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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