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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


  • É

    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 2

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, GIS Software, Geographic Information Systems, Geospatial Mapping, Geostatistics, Interactive Data Visualization, Data Integration, Data Mapping, Augmented Reality, Sampling (Statistics)

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL

    Skills you'll gain: PostgreSQL, Database Administration, Google Cloud Platform, Database Management, Cloud Management, Disaster Recovery, Relational Databases

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    AWS Certified Solutions Architect Associate (SAA-C03)

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Elastic Compute Cloud, Cloud Deployment, Amazon CloudWatch, Amazon S3, Databases, Cloud Computing, AWS CloudFormation, Relational Databases, Public Cloud, Cloud Computing Architecture, Amazon DynamoDB, Database Architecture and Administration, Network Security, Virtual Networking, Network Architecture, Cloud Infrastructure, Cloud Storage

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Master JMeter on Live Apps for Performance Testing

    Skills you'll gain: Test Script Development, Performance Testing, Test Tools, Test Data, Scripting, Distributed Computing, Software Installation, System Monitoring, Servers

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 3 - 6 Months

  • L

    LearnQuest

    Technology, Influence & Sustained Success in Modern Sales

    Skills you'll gain: Technical Sales, Sales, Sales Pipelines, Sales Strategy, Sales Process, AI Personalization, Customer Relationship Management (CRM) Software, Meeting Facilitation, Marketing Automation, Discussion Facilitation, Customer Analysis, Virtual Teams, Stakeholder Analysis, Influencing, Consultative Approaches, Account Strategy, Customer Relationship Management, Performance Analysis, Continuous Improvement Process, Customer Success Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Amazon EMR Getting Started

    Skills you'll gain: Apache Hadoop, Apache Spark, Big Data, Amazon Web Services, Business Intelligence, Command-Line Interface, Data-Driven Decision-Making, Data Processing, Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Digital Transformation with Google Cloud - Español

    Skills you'll gain: Digital Transformation, Cloud Solutions, Cloud Infrastructure, Cloud Computing, Public Cloud, Business Transformation, Platform As A Service (PaaS), Google Cloud Platform, Software As A Service, Capital Expenditure, Technology Strategies, Infrastructure As A Service (IaaS), Cloud Security, Operating Expense, Computer Networking

    5
    Rating, 5 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • R

    Red Hat

    Introduction to Red Hat OpenShift AI

    Skills you'll gain: OpenShift, Jupyter, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Model Deployment, Data Storage

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Learn Firebase

    Skills you'll gain: User Accounts, Real Time Data, Authentications, Frontend Integration, Cloud Applications, Application Development, Serverless Computing, Application Security, Web Applications, Data Management, Data Storage, Cloud Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment, Transfer Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Beginner · Project · Less Than 2 Hours

  • A

    Advancing Women in Tech

    Real-World Cloud PM 2 of 3: Managing, Innovating, Pricing

    Skills you'll gain: Amazon Web Services, Cloud Computing, Amazon S3, Amazon Elastic Compute Cloud, Public Cloud, Cloud Platforms, AWS Identity and Access Management (IAM), AWS CloudFormation, Amazon Redshift, Amazon DynamoDB, Product Management, Cost Management, Innovation, Business Strategy, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Core Java - Advanced Fundamentals

    Skills you'll gain: JUnit, File I/O, Unit Testing, Program Development, Debugging, Java, Maintainability, Software Development, Secure Coding, Software Testing, Test Case, Authentications, Application Security, Cryptography, Object Oriented Programming (OOP), Eclipse (Software), Integrated Development Environments, Encryption, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Geographical Information Systems - Part 2: École Polytechnique Fédérale de Lausanne
  • Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL: Google Cloud
  • AWS Certified Solutions Architect Associate (SAA-C03): Packt
  • Master JMeter on Live Apps for Performance Testing: Packt
  • Technology, Influence & Sustained Success in Modern Sales: LearnQuest
  • Amazon EMR Getting Started: Amazon Web Services
  • Digital Transformation with Google Cloud - Español: Google Cloud
  • Introduction to Red Hat OpenShift AI: Red Hat
  • Learn Firebase: Scrimba
  • Quantization Fundamentals with Hugging Face: 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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