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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


  • Status: New
    New
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    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Dashboard Creation, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Data Analysis, Statistical Analysis, Data Manipulation, Interactive Data Visualization, Scatter Plots, Data Presentation, Time Series Analysis and Forecasting, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Model Training, Machine Learning Methods, Fraud detection, Applied Machine Learning, Supervised Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Automating your BigQuery Data Pipeline with Cloud Dataprep

    Skills you'll gain: Data Pipelines, Data Import/Export, Data Processing, Data Manipulation, Data Wrangling, SQL, Data Transformation, Data Preprocessing, Google Cloud Platform, Data Management, Cloud Storage

    Intermediate · Project · Less Than 2 Hours

  • Status: Free
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    Google Cloud

    Protecting Sensitive Data in Gen AI Model Responses

    Skills you'll gain: Data Loss Prevention, AI Security, Gemini, Google Gemini, Generative AI, Personally Identifiable Information, Cloud API, Jupyter, Responsible AI, Google Cloud Platform, Cloud Security

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Use Data Canvas to Visualize and Design Queries

    Skills you'll gain: Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Query Languages, Data Integration, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    EDUCBA

    Apply Sqoop for HR Data Analytics Projects

    Skills you'll gain: Apache Hadoop, Data Import/Export, HR Tech, People Analytics, Big Data, Data Pipelines, Data Storage, Data Processing, Authentications, Data Migration, SQL, Analytics, Database Management, Data Quality, Performance Tuning, Scalability, Data Security

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Orchestrating Data Pipelines in Microsoft Fabric

    Intermediate · Course

  • P

    Packt

    Kibana 8.x – A Quick Start Guide to Data Analysis

    Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Qualitative Research

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Packt

    Advanced UI Components & Data Visualization in SwiftUI

    Skills you'll gain: Plot (Graphics), Swift Programming, UI Components, Apple iOS, iOS Development, Interactive Data Visualization, User Interface (UI), User Interface (UI) Design, Hypertext Markup Language (HTML), Animations, Data Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Crea data lakes y almacenes de datos en Google Cloud

    Skills you'll gain: Data Lakes, Google Cloud Platform, Data Warehousing, Metadata Management, Data Architecture, Data Management, Data Infrastructure, Data Security, Data Integration, Cloud Storage, Data Storage Technologies, Data Processing, Cloud Computing Architecture, Data Storage, Advanced Analytics, Open Source Technology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    97 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Building Agile Brand Ecosystems: Data, Culture & Growth

    Skills you'll gain: Dashboard, Brand Management, Brand Strategy, Brand Marketing, Branding, Analytics, Governance, Strategic Marketing, Brand Awareness, Performance Measurement, Brand Loyalty, Digital Brand Strategy, Agile Methodology, Marketing Strategies, Data-Driven Marketing, Intercultural Competence, Sustainable Business, Experience Design, Customer experience improvement, Corporate Sustainability

    Advanced · Course · 1 - 4 Weeks

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

  • Analyze and Visualize Data Using Splunk Statistics: EDUCBA
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Automating your BigQuery Data Pipeline with Cloud Dataprep: Google Cloud
  • Protecting Sensitive Data in Gen AI Model Responses: Google Cloud
  • Use Data Canvas to Visualize and Design Queries: Google Cloud
  • Apply Sqoop for HR Data Analytics Projects: EDUCBA
  • Orchestrating Data Pipelines in Microsoft Fabric: Microsoft
  • Kibana 8.x – A Quick Start Guide to Data Analysis: Packt
  • Advanced UI Components & Data Visualization in SwiftUI: Packt
  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA

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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