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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


  • T

    The University of Edinburgh

    Football: More than a Game

    Skills you'll gain: Culture, International Relations, Finance, Diplomacy, Social Impact, Cultural Diversity, Social Sciences, Socioeconomics, Economics, Policy, and Social Studies, Social Justice, World History, Governance, Community Development, Advocacy, Data Analysis, Economic Development, Diversity Equity and Inclusion Initiatives

    4.5 stars, 41 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • B

    Banco Interamericano de Desarrollo

    Qualitative and Quantitative Analysis of Disaster Risk

    Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Failure Mode And Effects Analysis, Risk Management, Hazard Analysis, Risk Management Framework, Project Risk Management, Risk Mitigation, Analysis, Vulnerability Assessments, Climate Change Adaptation, Data Analysis Software, Climate Change Programs, Simulation and Simulation Software, Qualitative Research, Resilience

    4.7 stars, 69 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.7 (69) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Statements, Data Import/Export, Data Cleansing, Financial Statement Analysis, Risk Modeling, Financial Forecasting, Risk Management Framework, Capital Budgeting, Supervised Learning, Risk Management, Financial Auditing, Variance Analysis, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    3.3 stars, 8 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 3.3 (8) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Azure Synapse SQL Pool - Implement Polybase

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Cloud-Based Integration, Transact-SQL, Data Integration, Cloud Storage, File Management

    4.6 stars, 98 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • L

    LearnQuest

    Angular 17

    Skills you'll gain: Angular, JavaScript Frameworks, Application Deployment, Cascading Style Sheets (CSS), UI Components, Application Frameworks, Frontend Performance, Data Transformation, Server Side, User Interface (UI), Dataflow, Front-End Web Development, Hypertext Markup Language (HTML), Restful API, Code Reusability, Web Applications, Network Routing, Software Architecture, Maintainability, Web Development

    4.2 stars, 64 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.2 (64) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Inclusive Analytic Techniques

    Skills you'll gain: Data Ethics, Data Collection, Quantitative Research, Qualitative Research, Data Analysis, Statistical Analysis, Analytical Skills, Analytics, Probability & Statistics, Regression Analysis, Research, Focus Group, Correlation Analysis, Diversity and Inclusion, Research Methodologies, Business Analytics, Data Synthesis, Statistical Inference, Community Outreach, Stakeholder Analysis

    4.8 stars, 99 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (99) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Introduction to Generative AI in Finance

    Skills you'll gain: Generative AI, Fraud detection, Generative Model Architectures, AI Personalization, Financial Regulation, Law, Regulation, and Compliance, Regulatory Compliance, Predictive Analytics, Financial Services, Financial Regulations, AI Security, Personalized Service, Payroll Reporting, Financial Trading, Market Data, Retail Banking, Predictive Modeling, Financial Reporting, Prompt Engineering, FinTech

    3.8 stars, 93 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    ChatGPT + Excel: Master AI-driven Formulas & Visualizations

    Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Vibe coding, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Prompt Engineering, Prototyping, Verification And Validation, Data Import/Export

    4.8 stars, 79 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (79) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Siemens

    Siemens NX Mastery: Advanced Design & Applications

    Skills you'll gain: Assembly Drawing, Finite Element Methods, Mechanical Design, 3D Modeling, Computer-Aided Design, Technical Design, 3D Assets, Design Software, Computer Graphic Techniques, Visualization (Computer Graphics), Simulations

    4.4 stars, 46 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (46) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    Aptly

    Advertising and E-commerce on TikTok

    Skills you'll gain: TikTok, Content Performance Analysis, Data-Driven Marketing, Online Advertising, Performance Measurement, Advertising, Advertising Campaigns, Digital Advertising, Marketing Analytics, Key Performance Indicators (KPIs), Marketing, Marketing Strategies, E-Commerce, Social Media Marketing, Social Media Analytics, Campaign Management, Product Promotion, Market Analysis

    4.7 stars, 74 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    시퀀스 모델

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Embeddings, Fine-tuning, Responsible AI, Model Optimization, Data Processing, Algorithms, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Salesforce

    Conversational Selling Playbook for SDRs

    Skills you'll gain: Overcoming Objections, Prospecting and Qualification, Lead Generation, Sales Development, Sales Prospecting, Cold Calling, Inside Sales, Emotional Intelligence, Consultative Selling, Phone Sales, Selling Techniques, Consultative Approaches, Sales, Sales Strategy, Closing (Sales), General Sales Practices, Rapport Building, Demand Generation, Empathy, Cross-Channel Marketing

    4.8 stars, 46 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Football: More than a Game: The University of Edinburgh
  • Qualitative and Quantitative Analysis of Disaster Risk: Banco Interamericano de Desarrollo
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • Azure Synapse SQL Pool - Implement Polybase: Coursera
  • Angular 17: LearnQuest
  • Inclusive Analytic Techniques: University of Toronto
  • Introduction to Generative AI in Finance: Coursera
  • ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
  • Siemens NX Mastery: Advanced Design & Applications: Siemens
  • Advertising and E-commerce on TikTok: Aptly

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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