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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


  • G

    Google Cloud

    Security in Google Cloud 日本語版

    Skills you'll gain: Prompt Engineering, Google Cloud Platform, Identity and Access Management, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Infrastructure, Kubernetes, Cloud Security, Virtual Machines, Generative AI Agents, Infrastructure As A Service (IaaS), Cloud Services, Data Loss Prevention, Cloud Storage, Virtual Networking, Containerization, Application Development, Network Infrastructure, Security Management, Cloud Computing, Malware Protection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    707 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    SQL Joins

    Skills you'll gain: MySQL, SQL, Relational Databases, Data Analysis, Computer Programming, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    183 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • T

    The University of Sydney

    Understanding the Australian economy: An introduction to macroeconomic and financial policies

    Skills you'll gain: Economics, Financial Policy, Economics, Policy, and Social Studies, Financial Regulation, Fiscal Management, International Finance, Public Policies, Policy Analysis, Supply And Demand, Banking, Crisis Intervention

    4.5
    Rating, 4.5 out of 5 stars
    ·
    66 reviews

    Mixed · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Manage Identities and Governance in Azure

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Microsoft Azure, Single Sign-On (SSO), Active Directory, Cloud Management, Identity and Access Management, Authorization (Computing), Authentications, Multi-Factor Authentication, User Provisioning, Data Governance, Cloud Services, User Accounts, Security Controls, Virtual Machines, Self Service Technologies, Scalability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    79 reviews

    Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Generative AI Cybersecurity & Privacy for Leaders: A Primer

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Data Ethics, Business Ethics, AI Personalization, Information Privacy, Threat Modeling, Personally Identifiable Information, Threat Detection, Cybersecurity, Law, Regulation, and Compliance, Fraud detection, Prompt Engineering, Public Affairs

    4.8
    Rating, 4.8 out of 5 stars
    ·
    76 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Splunk Inc.

    Splunk Search Expert 102

    Skills you'll gain: Splunk, Data Transformation, Data Manipulation, Data Analysis Expressions (DAX), Statistical Analysis, Data Processing, Data Synthesis, Time Series Analysis and Forecasting, Real Time Data, Data Analysis, Big Data, Data Science, Business Analytics, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Foundations of Public Health Practice: The Public Health Toolkit

    Skills you'll gain: Health Assessment, Public Health, Program Evaluation, Epidemiology, Health Policy, Health Promotion, Intelligence Collection and Analysis, Continuous Quality Improvement (CQI), Data Collection, Report Writing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Palo Alto Networks

    Palo Alto Networks Security Operations Fundamentals

    Skills you'll gain: Cyber Operations, Cyber Threat Intelligence, Endpoint Security, Endpoint Detection and Response, Security Information and Event Management (SIEM), Continuous Monitoring, Threat Detection, Threat Management, Security Controls, Incident Response, Automation, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    229 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • S

    SAS

    SAS Macro Language

    Skills you'll gain: SAS (Software), Case Studies, Program Development, Scripting, Data Processing, Automation, Statistical Programming, Data Manipulation, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    149 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Procurement & Sourcing Operations

    Skills you'll gain: Request for Proposal, Request For Quotation (RFQ), Strategic Sourcing, Document Management, Supplier Management, Purchasing, Procurement, Business Writing, Cost Benefit Analysis, Vendor Management, Business Communication, Market Research, Cost Management, Risk Analysis, Spreadsheet Software, Workflow Management, Financial Analysis, Data-Driven Decision-Making, Contract Compliance, Data Analysis

    Intermediate · Specialization · 3 - 6 Months

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Security in Google Cloud 日本語版: Google Cloud
  • SQL Joins : Coursera
  • Understanding the Australian economy: An introduction to macroeconomic and financial policies: The University of Sydney
  • Manage Identities and Governance in Azure: Whizlabs
  • Generative AI Cybersecurity & Privacy for Leaders: A Primer: Vanderbilt University
  • Splunk Search Expert 102: Splunk Inc.
  • Foundations of Public Health Practice: The Public Health Toolkit : Imperial College London
  • Palo Alto Networks Security Operations Fundamentals: Palo Alto Networks
  • Regression Analysis for Statistics & Machine Learning in R: Packt
  • SAS Macro Language: SAS

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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