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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


  • S

    SkillUp

    Foundations of Healthcare Data Analytics

    Skills you'll gain: Health Care Procedure and Regulation, Health Informatics, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Preprocessing, Data Literacy, Data Analysis, Descriptive Analytics, Statistical Programming, Database Systems, Relational Databases, Data Integration, Spreadsheet Software

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Scale Data Warehouses Cost-Effectively

    Skills you'll gain: Data Architecture, Cloud Computing Architecture, Extract, Transform, Load, Cost Control, Cost Reduction, Expense Management, Cost Management, Data Storage, Data Manipulation, Descriptive Analytics, Data Analysis

    Advanced · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Python for Data Science

    Skills you'll gain: Feature Engineering, Data Wrangling, Exploratory Data Analysis, Matplotlib, Statistical Analysis, Data Preprocessing, Seaborn, Data Science, Data Visualization Software, Data Manipulation, Data Cleansing, Data Analysis, Pandas (Python Package), Statistics, Business Analytics, Jupyter, Data Transformation, Descriptive Statistics, Correlation Analysis, Statistical Hypothesis Testing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Glasgow

    Generative AI for Data Science

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, ChatGPT, Data Science, LLM Application, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Advanced Analytics, Statistical Analysis, Data Analysis, Data Science, Project Design, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning, Portfolio Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Performance Engineering for Data Systems

    Skills you'll gain: Database Design, Performance Tuning, Data Warehousing, Apache Spark, Data Architecture, SQL, Query Languages, Data Transformation, Disaster Recovery, Database Management, PySpark, Infrastructure as Code (IaC), Cloud Computing Architecture, Distributed Computing, Scalability, Data Pipelines, Performance Analysis, Root Cause Analysis, Cost Management, Resource Management

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Trace and Fix Data Anomalies

    Skills you'll gain: Data Quality, Extract, Transform, Load, Anomaly Detection, Data Pipelines, Data Validation, Data Integrity, Dependency Analysis, Data Transformation, Data Processing, Dashboard, SQL

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    IBM Data Analyst Capstone Project

    Skills you'll gain: Dashboard, Exploratory Data Analysis, IBM Cognos Analytics, Statistical Analysis, Data Visualization, Data Wrangling, Data Analysis, Data Presentation, Data Cleansing, Interactive Data Visualization, Data Manipulation, Data Collection, Web Scraping, Data Storytelling, Pandas (Python Package), Scatter Plots, Matplotlib

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Provision Secure Cloud Data Infrastructure

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Security, Data Integrity, Data Infrastructure, Cloud Infrastructure, Data Management, Data Security, Infrastructure Security, Encryption, Private Cloud, Security Controls, Network Security, Cloud Storage, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Big Data Management and Optimization

    Skills you'll gain: Scalability, Data Governance, Cloud Management, Performance Tuning, Microsoft Azure, Metadata Management, Disaster Recovery, Data Security, Big Data, Enterprise Architecture, Role-Based Access Control (RBAC), Identity and Access Management

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data Visualization Primer: Tools & Techniques

    Skills you'll gain: Data Storytelling, Seaborn, Data Visualization, Data Presentation, Matplotlib, Interactive Data Visualization, Dashboard, Statistical Visualization, Histogram, Time Series Analysis and Forecasting, Microsoft Excel, Generative AI, Tableau Software, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Business Analytics, Power BI, Google Sheets, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    674 reviews

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Building Data Visualization Tools

    Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Datamaps, Visualization (Computer Graphics), Interactive Data Visualization, Scatter Plots, Histogram, Graphic and Visual Design, R Programming, Geospatial Mapping

    3.9
    Rating, 3.9 out of 5 stars
    ·
    158 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Foundations of Healthcare Data Analytics: SkillUp
  • Scale Data Warehouses Cost-Effectively: Coursera
  • Python for Data Science: Fractal Analytics
  • Generative AI for Data Science: University of Glasgow
  • Google Advanced Data Analytics Capstone: Google
  • Performance Engineering for Data Systems: Coursera
  • Trace and Fix Data Anomalies: Coursera
  • IBM Data Analyst Capstone Project: IBM
  • Provision Secure Cloud Data Infrastructure: Coursera
  • Big Data Management and Optimization: Microsoft

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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