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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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    Microsoft

    Advanced Data Applications and Integration

    Skills you'll gain: Web Scraping, Rmarkdown, R (Software), Leaflet (Software), R Programming, Interactive Data Visualization, Cloud Storage, Microsoft Azure, Data Ethics, Data Integration, Data Collection, Data Pipelines, Data Engineering, Big Data, Data Migration, Data Warehousing, Data Transformation, Data Modeling, Data Security, Database Management

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Tata Kelola Data Google Workspace

    Skills you'll gain: Data Governance, Gmail, Google Workspace, Data Loss Prevention, Data Management, Data Security, Information Management, Records Management, Email Security, Data Storage, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

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    SAS

    Analytics Applications Across the Data & AI Lifecycle

    Skills you'll gain: Predictive Modeling, SAS (Software), Predictive Analytics, Decision Intelligence, Responsible AI, Analytics, Data Analysis, Business Analytics, Data-Driven Decision-Making, Team Oriented, Exploratory Data Analysis, Data Management, Data Visualization Software, Dataflow, Metadata Management, Microsoft Excel

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    4.1
    Rating, 4.1 out of 5 stars
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    38 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Data Cleaning in Snowflake: Techniques to Clean Messy Data

    Skills you'll gain: Data Cleansing, Data Quality, Data Wrangling, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    SkillUp

    Global Healthcare Data Privacy Frameworks

    Skills you'll gain: Medical Privacy, General Data Protection Regulation (GDPR), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Law, Regulation, and Compliance, Information Privacy, Health Care Procedure and Regulation, Personally Identifiable Information, Regulatory Compliance, Data Governance, Regulation and Legal Compliance, Data Security, Security Controls, Data Integrity, Risk Management, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Hands-On Data Science with PyTorch & Pandas

    Skills you'll gain: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, AI Workflows, Machine Learning Methods, Data Science, Computer Programming, Web Frameworks, Application Development, UI Components, Web Development Tools, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
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    275 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Data-Driven Social Media Marketing

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media, Social Media Campaigns, Storytelling, Social Media Content, Social Media Management, Content Performance Analysis, Data-Driven Marketing, Social Media Analytics, Marketing Strategies, Content Creation, Marketing Planning, Digital Brand Strategy, Marketing, Driving engagement, Marketing Strategy and Techniques, Customer Analysis, Web Presence, Business Ethics

    Mixed · Course · 1 - 4 Weeks

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    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Pivot Tables And Charts, Sample Size Determination, Interactive Data Visualization, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Data Literacy, Statistical Modeling, Statistical Visualization, Data Presentation

    4.7
    Rating, 4.7 out of 5 stars
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    125 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Processing and Analyzing Big Data in AWS

    Skills you'll gain: Amazon Redshift, AWS SageMaker, AWS Kinesis, Data Pipelines, Apache Spark, Amazon Web Services, Big Data, Apache Hive, Kibana, Data Warehousing, Data Processing, Model Deployment, Data Migration, Extract, Transform, Load, Real Time Data, Ad Hoc Analysis, Data Transformation, Cloud Computing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Tsinghua University

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, System Design and Implementation, Computer Programming, Data Storage, Computer Science

    2.9
    Rating, 2.9 out of 5 stars
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    40 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Advanced Data Applications and Integration: Microsoft
  • Tata Kelola Data Google Workspace: Google Cloud
  • Analytics Applications Across the Data & AI Lifecycle: SAS
  • Data Science Beyond the Basics (ML+DS): Coursera
  • Data Cleaning in Snowflake: Techniques to Clean Messy Data: Coursera
  • Global Healthcare Data Privacy Frameworks: SkillUp
  • Hands-On Data Science with PyTorch & Pandas: Packt
  • Python and Pandas for Data Engineering: Duke University
  • Data-Driven Social Media Marketing: EDUCBA
  • Statistics and Data Analysis with Excel: Macquarie 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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