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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


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    EDUCBA

    Analyze Fatal Drug Overdose Data Using Tableau

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Ethics, Exploratory Data Analysis, Tableau Software, Data Literacy, Interactive Data Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Analysis, Statistical Visualization, Analytical Skills, Data Cleansing, Data Preprocessing, Data Wrangling, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    Understanding China, 1700-2000: A Data Analytic Approach, Part 1

    Skills you'll gain: Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, World History, Sociology, Trend Analysis, Data Analysis, Big Data, Research, Higher Education, Political Sciences, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    127 reviews

    Mixed · Course · 1 - 3 Months

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    Board Infinity

    Learn Data Governance Workflows with Databricks Tools

    Skills you'll gain: Data Governance, Databricks, Data Management, Metadata Management, Data Quality, Data Security

    2.8
    Rating, 2.8 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Generative Model Architectures, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Data Visualization, Model Training, Data Synthesis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage

    Mixed · Course · 1 - 3 Months

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    Coursera

    From Raw to Ready: Data Preparation in Python

    Skills you'll gain: Data Integration, Data Import/Export, NumPy, Data Wrangling, Data Manipulation, Data Preprocessing, Pandas (Python Package), Data Pipelines, Data Transformation, Data Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Data Analysis with Pivot Tables: Build & Automate

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Excel Macros, Data Presentation, Data Analysis, Data Visualization Software, Data Security, Data Integrity, Automation

    5
    Rating, 5 out of 5 stars
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    30 reviews

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Filtering and Sorting Data in Looker

    Skills you'll gain: Looker (Software), Dashboard, Dashboard Creation, Data Manipulation, Data Visualization Software, Data Presentation, Exploratory Data Analysis, Data Management, Google Cloud Platform, Network Analysis

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Transform Data: SQL & Pandas Mastery

    Skills you'll gain: SQL, Data Transformation, Data Wrangling, Data Manipulation, Pandas (Python Package), Query Languages, Consolidation, Time Series Analysis and Forecasting, Analytics, Pivot Tables And Charts, Apache Spark, Cross Platform Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Apply Power BI Projects for Data Analytics

    Skills you'll gain: Spatial Data Analysis, Datamaps, Storytelling

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Social Determinants of Health: Data to Action

    Skills you'll gain: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Statistical Analysis, Systems Thinking, Statistical Software, Data Analysis, Community Development, Box Plots, Substance Abuse, Data Ethics, Scatter Plots, Climate Change Programs

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Specialization · 3 - 6 Months

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    Google Cloud

    Introduction to Data Engineering on Google Cloud

    Skills you'll gain: Metadata Management, Data Sharing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Warehousing, Data Infrastructure, Apache Airflow, Data Processing, Big Data, Data Import/Export, Data Storage, Data Management, IT Automation, Cloud Storage, Apache Spark, Automation

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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

  • Analyze Fatal Drug Overdose Data Using Tableau : EDUCBA
  • Understanding China, 1700-2000: A Data Analytic Approach, Part 1: The Hong Kong University of Science and Technology
  • Learn Data Governance Workflows with Databricks Tools: Board Infinity
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • From Raw to Ready: Data Preparation in Python: Coursera
  • Data Analysis with Pivot Tables: Build & Automate: EDUCBA
  • Filtering and Sorting Data in Looker: Google Cloud
  • Transform Data: SQL & Pandas Mastery: Coursera
  • Apply Power BI Projects for Data Analytics: 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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