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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


  • C

    Coursera

    Star Schemas & Track Changes

    Skills you'll gain: Star Schema, Data Warehousing, Database Design, Data Mart, Data Modeling, Business Intelligence, Extract, Transform, Load, Data Integrity, Data Transformation, Performance Tuning, Data Quality, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Creative Coding: Hands-On Python

    Skills you'll gain: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Databases, Data Visualization Software, Object Oriented Design, Web Scraping, Data Science, Creative Design, Data Structures, Scatter Plots, Programming Principles, File I/O, Integrated Development Environments, Software Visualization, Python Programming, Computer Programming, Program Development, Diversity and Inclusion

    3.8
    Rating, 3.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • L

    LearnKartS

    Introduction to AI and Machine Learning

    Skills you'll gain: AWS SageMaker, Data Preprocessing, Computer Vision, Machine Learning Algorithms, Natural Language Processing, Machine Learning, Data Wrangling, Amazon Web Services, Reinforcement Learning, Deep Learning, Artificial Intelligence, Amazon Elastic Compute Cloud, Model Deployment, Amazon S3, Serverless Computing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Siemens

    Expedite – Skills for Industry Microcredential

    Skills you'll gain: Product Lifecycle Management, Sustainable Design, Sustainable Engineering, Digital Transformation, Project Planning, Business Acumen, Customer Service, Electronic Systems, Semiconductors, Engineering Design Process, Engineering Practices, Project Management, Internet Of Things, Collaboration, Artificial Intelligence, Business Communication, Teamwork, Risk Management, Leadership, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Lead the AI-Enabled Business Transformation

    Skills you'll gain: AI Enablement, Regulatory Requirements, Responsible AI, Compliance Management, Business Transformation, Risk Analysis, Regulation and Legal Compliance, Business Solutions, Cross-Functional Team Leadership, Key Performance Indicators (KPIs), Digital Transformation, Business Risk Management, Scalability, Risk Management, Culture Transformation, Cross-Functional Collaboration, Data-Driven Decision-Making, Employee Training

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Google Analytics for Beginners: Marketing Essentials

    Skills you'll gain: Web Analytics, Google Analytics, Content Performance Analysis, Customer Analysis, E-Commerce, Marketing Analytics, Performance Analysis, Performance Reporting, Marketing Effectiveness

    4.4
    Rating, 4.4 out of 5 stars
    ·
    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    AWS Database Specialty Certification

    Skills you'll gain: Amazon Web Services, Database Administration, Database Design, Amazon CloudWatch, Amazon DynamoDB, Amazon Redshift, Data Migration, Database Architecture and Administration, Database Management, Database Management Systems, Disaster Recovery, Databases, Relational Databases, AWS Identity and Access Management (IAM), NoSQL, AWS CloudFormation, Cloud Security, Key Management, Encryption, Amazon S3

    5
    Rating, 5 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 3 Months

  • S

    SAS

    SAS Certification Practice Exams

    Skills you'll gain: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)

    Mixed · Course · 1 - 4 Weeks

  • J

    Jordan University of Science and Technology

    Object Oriented Development using C#

    Skills you'll gain: Object Oriented Programming (OOP), C# (Programming Language), Software Engineering, Data Structures, Software Development, Computer Programming, Programming Principles, Java, Debugging, Query Languages

    3.8
    Rating, 3.8 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Teaching Impacts of Technology: Fundamentals

    Skills you'll gain: Digital pedagogy, digital literacy, Computer Science, Information Technology, Computational Thinking, Technology Solutions, Social Impact, Computer Networking, Geographic Information Systems, Media and Communications, Live Streaming, Algorithms, Global Positioning Systems, Data Analysis Software

    4.9
    Rating, 4.9 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    Analíticas en Páginas Web

    Skills you'll gain: Web Analytics, Google Analytics, Search Engine Marketing, Marketing Analytics, Market Research, Digital Marketing, Analytical Skills, Online Advertising, Email Marketing, Customer Data Management, Analytics, Consumer Behaviour, Data Analysis, Customer Relationship Management, Advertising Campaigns

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Star Schemas & Track Changes: Coursera
  • Creative Coding: Hands-On Python: University of Michigan
  • Introduction to AI and Machine Learning: LearnKartS
  • Expedite – Skills for Industry Microcredential: Siemens
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Lead the AI-Enabled Business Transformation: LearnQuest
  • Google Analytics for Beginners: Marketing Essentials: Coursera
  • AWS Database Specialty Certification: EDUCBA
  • SAS Certification Practice Exams: SAS
  • Object Oriented Development using C#: Jordan University of Science and Technology

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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