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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


  • Status: New
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    Duke University

    Data Modeling and Prediction with R

    Skills you'll gain: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Executive Data Science Capstone

    Skills you'll gain: Project Management, Data Management, Data Science, Data-Driven Decision-Making, Data Presentation, Technical Communication, Project Implementation, Data Analysis, Team Building, Team Management, Solution Delivery, Cross-Functional Team Leadership, Leadership

    4.7
    Rating, 4.7 out of 5 stars
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    1.6K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    DeepLearning.AI

    Data Storage and Queries

    Skills you'll gain: Data Storage, Query Languages, Vector Databases, Data Lakes, File Systems, Database Systems, SQL, Databases, Database Management Systems, Data Architecture, Cloud Storage, Data Warehousing, Amazon Web Services, Apache Kafka, Amazon S3, Data Pipelines, Apache Spark, Performance Tuning, Data Transformation

    4.8
    Rating, 4.8 out of 5 stars
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    76 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    CertNexus

    Finalize a Data Science Project

    Skills you'll gain: Machine Learning, Data Storytelling, Stakeholder Engagement, Data Presentation, Stakeholder Communications, MLOps (Machine Learning Operations), Web Applications, Model Deployment, Project Closure, Data-Driven Decision-Making, Data Visualization, Data Science, Communication, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Arizona State University

    Dark Data Migration and Architecture

    Skills you'll gain: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Warehousing, Data Strategy, Data Management, Small Data, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Whizlabs

    Exploratory Data Analysis in AWS

    Skills you'll gain: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Capstone: Analyzing (Social) Network Data

    Skills you'll gain: Social Network Analysis, Network Analysis, Graph Theory, Technical Communication, Data Structures, Algorithms, Analysis, Computer Science, Research

    4.7
    Rating, 4.7 out of 5 stars
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    100 reviews

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Modeling Data in Power BI

    Skills you'll gain: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fractal Analytics

    Design Thinking for Data Professionals

    Skills you'll gain: A/B Testing, Design Thinking, Experience Design, Data Storytelling, Dashboard, User Feedback, Stakeholder Engagement, Customer Insights, Interviewing Skills, Business Requirements, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    Duke University

    Business Metrics for Data-Driven Companies

    Skills you'll gain: Business Analytics, Business Metrics, Analytics, Business Process Improvement, Business Intelligence, Business Process, Tableau Software, Business Analysis, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Data-Driven Decision-Making, Digital Transformation, E-Commerce, Financial Services, SQL, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    8.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    G

    Google Cloud

    Modernizing Data Lakes & Data Warehouses with GC - Italiano

    Skills you'll gain: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    U

    University of Pittsburgh

    Data Visualization Fundamentals in Python

    Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Data Modeling and Prediction with R: Duke University
  • Executive Data Science Capstone: Johns Hopkins University
  • Data Storage and Queries: DeepLearning.AI
  • Finalize a Data Science Project: CertNexus
  • Dark Data Migration and Architecture: Arizona State University
  • Exploratory Data Analysis in AWS: Whizlabs
  • Capstone: Analyzing (Social) Network Data: University of California San Diego
  • Modeling Data in Power BI: Microsoft
  • Design Thinking for Data Professionals: Fractal Analytics
  • Business Metrics for Data-Driven Companies: Duke University

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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