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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: Free Trial
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    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    ESSEC Business School

    Capstone: Create Value from Open Data

    Skills you'll gain: Peer Review, Analytical Skills, Complex Problem Solving, Data Analysis, Data Storytelling, Value Propositions, Data Integration, Exploratory Data Analysis, Data-Driven Decision-Making, Data Visualization, Presentations

    4.2
    Rating, 4.2 out of 5 stars
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    54 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    IBM Storage Scale Remote Data Access

    Skills you'll gain: Disaster Recovery, Remote Access Systems, File Systems, Data Access, Data Storage, File Management, Network Planning And Design, Distributed Computing, Network Protocols, System Configuration, System Implementation, Configuration Management, Open Source Technology

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Calculus through Data & Modeling: Differentiation Rules

    Skills you'll gain: Calculus, Applied Mathematics, Trigonometry, Advanced Mathematics, Mathematical Modeling, Algebra, Derivatives, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    108 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Creating a Data Transformation Pipeline with Cloud Dataprep

    Skills you'll gain: Data Manipulation, Data Processing, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Big Data, Google Cloud Platform, Google Analytics

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    Gemini for Data Scientists and Analysts

    Skills you'll gain: Google Gemini, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Forecasting, SQL

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Gen AI for Data Privacy & Protection

    Skills you'll gain: Generative AI, Security Awareness

    4.5
    Rating, 4.5 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    AI-Driven Electronic Health Records & Data Management

    Skills you'll gain: Clinical Documentation, Responsible AI, Revenue Cycle Management, No-Code Development, Medical Records, Electronic Medical Record, Patient Education And Counseling, Patient Education and Support, Health Informatics, Generative AI Agents, Automation, Patient Communication, Data Governance, Healthcare Industry Knowledge, Real Time Data, Smart Goals

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    BI Foundations with SQL, ETL and Data Warehousing

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Apache Airflow, Linux Commands, SQL, IBM Cognos Analytics, Data Pipelines, Apache Kafka, Bash (Scripting Language), Shell Script, Data Visualization, Dashboard, File Management, Star Schema, IBM DB2, Business Intelligence, Interactive Data Visualization, Relational Databases, Stored Procedure, Databases

    4.6
    Rating, 4.6 out of 5 stars
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    24K reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Loading Data into Google Cloud SQL

    Skills you'll gain: Data Import/Export, Data Modeling, Database Management, Google Cloud Platform, SQL, Data Manipulation, Data Analysis, Cloud Computing

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
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    P

    Packt

    The Complete Tableau Bootcamp for Aspiring Data Scientists

    Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Interactive Data Visualization, Graphing, Data Manipulation, Scatter Plots, Data Analysis, Data Modeling, Data Transformation, Software Installation

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    B

    Board Infinity

    VMware Data Center Virtualization Exam Prep

    Skills you'll gain: Role-Based Access Control (RBAC), Performance Tuning, VMware ESX Servers, Virtual Machines, Disaster Recovery, Virtualization, Data Centers, Network Switches, Virtualization and Virtual Machines, Patch Management, Network Administration, System Monitoring, System Configuration, Data Storage, Infrastructure Security, Identity and Access Management, Data Storage Technologies, Cloud Infrastructure, Cloud Computing, Capacity Management

    Intermediate · Specialization · 1 - 3 Months

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

  • Data Science for Agile Decision-Making: Duke University
  • Capstone: Create Value from Open Data: ESSEC Business School
  • IBM Storage Scale Remote Data Access: IBM
  • Calculus through Data & Modeling: Differentiation Rules: Johns Hopkins University
  • Creating a Data Transformation Pipeline with Cloud Dataprep: Google Cloud
  • Gemini for Data Scientists and Analysts: Google Cloud
  • Gen AI for Data Privacy & Protection: Edureka
  • AI-Driven Electronic Health Records & Data Management: Starweaver
  • BI Foundations with SQL, ETL and Data Warehousing: IBM
  • Loading Data into Google Cloud SQL: Google Cloud

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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