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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


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    EDUCBA

    Hadoop & Big Data Foundations Mastery Course

    Skills you'll gain: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Data Infrastructure, Application Deployment, Databases, SQL, Applied Machine Learning, Database Development, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Logical Operations

    R Programming: Data Analysis and Modeling

    Skills you'll gain: R Programming, R (Software), Plot (Graphics), Data Visualization, Statistical Visualization, Statistical Modeling, Data Analysis, Data Science, Statistical Analysis, Data Import/Export, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Regression Analysis, Data Structures, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 3 Months

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    IBM

    Generative AI: Elevate your Data Engineering Career

    Skills you'll gain: Generative AI, Generative Model Architectures, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Data Synthesis, Data Analysis, Data Quality, Convolutional Neural Networks

    4.5
    Rating, 4.5 out of 5 stars
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    68 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Observability with Grafana - From Data to Dashboards

    Skills you'll gain: Grafana, Prometheus (Software), Amazon CloudWatch, System Monitoring, Kubernetes, Interactive Data Visualization, Software Visualization, Dashboard Creation, Linux Servers, MySQL, User Accounts, Linux Administration, Role-Based Access Control (RBAC), GitHub, Systems Integration, Software Installation, Query Languages

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Use Python for Non-Data Role

    Skills you'll gain: Jupyter, Timelines, Microsoft Excel, Spreadsheet Software, Project Schedules, Data Import/Export, Python Programming, Email Automation, Data Literacy, Data Structures, Data Analysis, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

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    SAS

    Data Analysis and Reporting in SAS Visual Analytics

    Skills you'll gain: Trend Analysis, Data Manipulation, Data Analysis, SAS (Software), Exploratory Data Analysis, Data Transformation, Analysis, Analytics, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Business Reporting, Statistical Visualization, Business, Report Writing, Graphing, Statistical Programming

    4.8
    Rating, 4.8 out of 5 stars
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    363 reviews

    Mixed · Course · 1 - 4 Weeks

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    Tsinghua University

    Data Structures and Algorithms (II)

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Computer Programming

    Intermediate · Course · 1 - 3 Months

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    Genentech

    Making Data Science Work for Clinical Reporting

    Skills you'll gain: Clinical Data Management, Statistical Reporting, Data Sharing, Version Control, Clinical Trials, GitHub, Data Quality, Medical Privacy, Quality Assurance, Risk Analysis, Risk Management, R (Software), Maintainability, DevOps, R Programming, Package and Software Management, Agile Software Development, Agile Methodology

    4.1
    Rating, 4.1 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Model Optimization, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, General Mathematics, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    394 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Build Batch Data Pipelines on Google Cloud

    Skills you'll gain: Data Warehousing, Data Quality, Data Cleansing, Performance Tuning, Data Validation, Scalability, System Monitoring, Event Monitoring, Serverless Computing

    4.5
    Rating, 4.5 out of 5 stars
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    1.7K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Neal Davis

    AWS Certified Data Engineer Associate Exam Prep

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Data Pipelines, Identity and Access Management, Amazon S3, Amazon Web Services, Data Transformation, Data Architecture, Amazon DynamoDB, System Monitoring, Amazon Redshift, User Accounts, Data Infrastructure, Data Processing, Extract, Transform, Load, Data Storage Technologies, Data Store, Security Controls, Data Warehousing, Data Storage

    Intermediate · Course · 1 - 3 Months

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    Packt

    Microsoft Fabric: Architecture, Data Lakes and Ingestion

    Skills you'll gain: Data Lakes, Microsoft Azure, Extract, Transform, Load, Power BI, Data Governance, Data Integration, Data Architecture, Data Management, Data Infrastructure, Data Pipelines, Dataflow, Data Warehousing, Data Processing, Metadata Management, Data Sharing, Data Store, Data Transformation, Data Analysis, Python Programming, Machine Learning

    Intermediate · Course · 1 - 3 Months

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

  • Hadoop & Big Data Foundations Mastery Course: EDUCBA
  • R Programming: Data Analysis and Modeling: Logical Operations
  • Generative AI: Elevate your Data Engineering Career : IBM
  • Observability with Grafana - From Data to Dashboards: Packt
  • Use Python for Non-Data Role: Coursera
  • Data Analysis and Reporting in SAS Visual Analytics: SAS
  • Data Structures and Algorithms (II): Tsinghua University
  • Making Data Science Work for Clinical Reporting: Genentech
  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Build Batch Data Pipelines on Google Cloud: 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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