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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


  • C

    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Machine Learning Methods, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alibaba Cloud Academy

    Protecting Cloud Architecture with Alibaba Cloud

    Skills you'll gain: Cloud Security, Network Security, General Networking, Operating System Administration, Network Architecture, Data Security, Application Security, Cloud Computing, Cloud Computing Architecture, Cloud Infrastructure, Operating Systems, Linux, Security Controls, Hardening, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management

    4.7 stars, 62 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (62) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Security Hardening

    Skills you'll gain: Cyber Attacks, Endpoint Security, Infrastructure Security, Cloud Infrastructure

    4.9 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (12) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AWS Machine Learning Specialty Certification Guide

    Skills you'll gain: Machine Learning Algorithms, AWS SageMaker, Applied Machine Learning, Model Evaluation, Model Deployment, Data Preprocessing, Data Transformation, Machine Learning Methods, Amazon Web Services, Data Processing, Machine Learning, Model Training, Cloud Deployment, Data Storage Technologies, Amazon S3, Model Optimization, Amazon Elastic Compute Cloud, Data Storage, AWS CloudFormation, AWS Identity and Access Management (IAM)

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    AI-900 MS Azure AI Fundamentals

    Skills you'll gain: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, AI literacy, AI Security, Applied Machine Learning, AI Workflows, Model Deployment, Machine Learning, Analytics

    4.5 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (41) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    PMP Formulas

    Skills you'll gain: Earned Value Management, Project Schedules, Excel Formulas, Procurement, Scheduling, Capital Budgeting, Financial Analysis, Project Performance, Spreadsheet Software, Cost Management, Cost Benefit Analysis, Microsoft Excel, Microsoft Office, Investment Management, Project Management Institute (PMI) Methodology, Feasibility Studies, Return On Investment, Variance Analysis, Forecasting

    4.7 stars, 54 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (54) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Implementing Parent Feedback with Google Forms

    Skills you'll gain: Surveys, Survey Creation, User Feedback, Parent Communication, Constructive Feedback, Teaching, Professional Development, Instructional Strategies

    4.9 stars, 85 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (85) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Evaluating Public Health Programs at Scale

    Skills you'll gain: Program Evaluation, Health Equity, Data Collection, Institutional Review Board (IRB), Public Health, Research Design, Nutritional Assessment, Policy Analysis, Healthcare Ethics, Social Impact, Research, Surveys, Family Planning, Maternal Health, Statistical Analysis

    4.5 stars, 24 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (24) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Airbus Beyond

    Demand Forecasting and Inventory Management

    Skills you'll gain: Order Management, Supply Chain Planning, Inventory Management, Demand Planning, Order Fulfillment, Supply Chain, Inventory Control Systems, Materials Management, Order Delivery, Inventory Control, Production Planning, Supply Management, Production Schedule, Material Requirements Planning, Production Management, Risk Mitigation, Supply And Demand, Billing & Invoicing, Invoicing, Change Management

    4.8 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (8) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Building AI Agents with Agno

    Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Generative AI Agents, Tool Calling, Agentic systems, Model Deployment, AI Integrations, Enterprise Architecture, Prompt Engineering Tools, Context Engineering, Artificial Intelligence, Context Management, Prompt Engineering, Prompt Patterns, Debugging, Verification And Validation, Retrieval-Augmented Generation, Large Language Modeling, Memory Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Create Employee Management System with When I Work

    Skills you'll gain: Applicant Tracking Systems, Workforce Management, Talent Acquisition, Human Resources Software, Talent Management, Staff Management, Payroll, Talent Recruitment, Team Management, Data Entry, Scheduling

    4.6 stars, 225 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (225) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: HR)

    Skills you'll gain: Human Resources Software, Human Resources Management and Planning, AI Enablement, Agentic Workflows, People Analytics, Workforce Development, Business Process Automation, Digital Transformation, Program Implementation, Employee Engagement, Recruitment

    Intermediate · Course · 1 - 4 Weeks

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

  • Traverse Trees for ML with DFS & BFS: Coursera
  • Protecting Cloud Architecture with Alibaba Cloud: Alibaba Cloud Academy
  • Security Hardening: Google
  • AWS Machine Learning Specialty Certification Guide: Packt
  • AI-900 MS Azure AI Fundamentals: EDUCBA
  • PMP Formulas: Microsoft
  • Implementing Parent Feedback with Google Forms: Coursera
  • Evaluating Public Health Programs at Scale: Johns Hopkins University
  • Demand Forecasting and Inventory Management: Airbus Beyond
  • Building AI Agents with Agno: Edureka

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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