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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


  • U

    University of Michigan

    Foundations of Sports Analytics: Data, Representation, and Models in Sports

    Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Wrangling, Data Visualization, Statistical Analysis, Data Processing, Statistics, Analytics, Statistical Modeling, R Programming, Data Analysis, Statistical Inference, Pandas (Python Package), Python Programming

    4.4 stars, 208 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (208) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Data Engineering with Delta Lake on Databricks

    Skills you'll gain: Data Pipelines, Extract, Transform, Load, Data Lakes, Databricks, Data Architecture, Data Processing, Data Wrangling, Data Strategy, Data Presentation, Data Mining, Data Management, Data Governance, Data Integrity, Data Science, Live Streaming, SQL, Data Storage, Data Ethics, Data Security, Apache

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Data Analytics in Sports Law and Management

    Skills you'll gain: Facility Management, Event Management, Legal Risk, Contract Management, Facility Operations, Events and Conferences, Calendar Management, People Analytics, Performance Analysis, Financial Data, Business Analytics, Driving engagement, Analytics, Data Management, Data Literacy, Scheduling, Labor Relations, Data Analysis, Law, Regulation, and Compliance, Data-Driven Decision-Making

    4.8 stars, 54 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (54) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Fraud Using Data Analytics and R

    Skills you'll gain: Fraud detection, Anomaly Detection, R Programming, Credit Risk, R (Software), Applied Machine Learning, Analytical Skills, Machine Learning Methods, Analysis, Case Studies, Unsupervised Learning, Risk Analysis, Analytics, Business Strategies, Predictive Analytics, Data-Driven Decision-Making, Supervised Learning, Big Data

    4.6 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Process Real-Time Data with Spark Streams

    Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Live Streaming, Data-Driven Decision-Making, Data Lakes, Data Integration, Data Processing, Event Monitoring, Data Transformation, JSON, Application Deployment, Event Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Snowflake Cloud Data Platform: Getting Started

    Skills you'll gain: Cloud Storage, Data Architecture, Data Infrastructure, Cloud Security, Cloud Solutions, Database Management, Cloud Technologies, Cloud Platforms, Security Management, User Provisioning, Role-Based Access Control (RBAC), Cloud-Based Integration

    3.8 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (10) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Enabling Sensitive Data Protection Discovery for BigQuery

    Skills you'll gain: Data Management, Information Management, Data Loss Prevention, Data Security, Cloud Security, Data Access, Google Cloud Platform, Personally Identifiable Information, Identity and Access Management

    Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Splunk Knowledge Objects: Analyze & Visualize Data

    Skills you'll gain: Splunk, Pivot Tables And Charts, Unstructured Data, Data Visualization Software, Dashboard Creation, Data Modeling, Dashboard, Anomaly Detection, Data Wrangling, Data Transformation, Event Monitoring, Continuous Monitoring

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Beyond basics: Advanced Data Analysis with Python

    Skills you'll gain: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Statistical Reporting, Correlation Analysis, Data Analysis, Report Writing, Analytics, Analysis, Analytical Skills, Quantitative Research, People Analytics, Workflow Management, Business Analytics, Data-Driven Decision-Making, Business Process Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Data Storytelling - From Insight to Impact

    Skills you'll gain: Data Presentation, Data Visualization, Oral Expression, Presentations, Dashboard, Storytelling, Persuasive Communication, Communication, Non-Verbal Communication, Drive Engagement, Target Audience, Decision Making, Case Studies

    Intermediate · Course · 3 - 6 Months

  • V

    Vanderbilt University

    From Data to Decisions: Making Predictions with AI

    Skills you'll gain: Statistical Methods, Data Literacy, Regression Analysis, Statistical Analysis, Correlation Analysis, Technical Communication, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, AI literacy, Predictive Modeling

    4.8 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Data Meets Design – Business PowerPoint Skills

    Skills you'll gain: Data Visualization, Storytelling, Diagram Design, Action Oriented, Concision, Branding

    Intermediate · Course · 3 - 6 Months

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

  • Foundations of Sports Analytics: Data, Representation, and Models in Sports: University of Michigan
  • Data Engineering with Delta Lake on Databricks: Pragmatic AI Labs
  • Data Analytics in Sports Law and Management: The State University of New York
  • Analyze Fraud Using Data Analytics and R: EDUCBA
  • Process Real-Time Data with Spark Streams: Coursera
  • Snowflake Cloud Data Platform: Getting Started: Edureka
  • Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
  • Splunk Knowledge Objects: Analyze & Visualize Data: EDUCBA
  • Beyond basics: Advanced Data Analysis with Python: Coursera
  • Data Storytelling - From Insight to Impact: Packt

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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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