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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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    Edureka

    Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

    Skills you'll gain: System Monitoring, Data Analysis Expressions (DAX), Real Time Data, Performance Tuning, Microsoft Azure, Dataflow, Data Pipelines, Data Warehousing, Power BI, Apache Spark, Data Governance, Business Analytics, SQL, Data Management, Workflow Management, Data Science, Security Engineering, Artificial Intelligence and Machine Learning (AI/ML), Warehouse Management, Application Deployment

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Réseaux neuronaux et Deep Learning

    Skills you'll gain: Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Convolutional Neural Networks, Model Training, Artificial Intelligence, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, Performance Tuning, NumPy, Classification Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Productivity Software, Microsoft Office, Excel Formulas, Data Visualization, Microsoft Word, Computer Literacy, Data Entry, Information Technology

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Financial Analysts: Essential Predictive Analytics

    Skills you'll gain: Financial Forecasting, Risk Management, Predictive Modeling, Financial Data, Risk Analysis, Generative AI, Financial Modeling, Financial Analysis, Predictive Analytics, Market Data, Financial Statement Analysis, Data-Driven Decision-Making, Market Trend, Investment Management, Portfolio Management, Financial Reporting, Analysis, Automation

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Assess Product Pricing Strategies

    Skills you'll gain: Product Strategy, Competitive Analysis, Go To Market Strategy, Product Marketing, Market Dynamics, Revenue Management, Revenue Forecasting, Market Analysis, Marketing Psychology, Consumer Behaviour, Demand Planning, Competitive Intelligence, Customer Demand Planning, Value Propositions, Analysis, Benchmarking, Financial Forecasting, Risk Modeling, Stakeholder Communications, Gap Analysis

    Beginner · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    Prompt Engineering Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, Prompt Patterns, Responsible AI, LLM Application, Context Engineering, AI literacy, AI Workflows, Agentic Workflows, AI Personalization, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Automation, Collaboration, Information Privacy, Productivity, Innovation, Organizational Skills, Business Technologies

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    FinTech Foundations and Overview

    Skills you'll gain: FinTech, Financial Services, Financial Systems, Banking, Emerging Technologies, Finance, Technology Strategies, Blockchain, Business Technologies, Consumer Lending, Entrepreneurship, Big Data, Market Trend, Digital Assets, Innovation, Market Opportunities

    4.7
    Rating, 4.7 out of 5 stars
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    599 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Neural Networks and Random Forests

    Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Keras (Neural Network Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Fine-tuning, Scikit Learn (Machine Learning Library), Regression Analysis, Classification Algorithms, Python Programming

    3.2
    Rating, 3.2 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Davis

    Research Proposal: Initiating Research

    Skills you'll gain: Proposal Development, Market Research, Sampling (Statistics), Research Methodologies, Surveys, Proposal Writing, Request for Proposal, Research Design, Marketing, Client Services, Research, Sample Size Determination, Quantitative Research, Data Collection, Qualitative Research, Target Audience, Business Writing, Feasibility Studies, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    948 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Strategic Workforce Planning

    Skills you'll gain: Workforce Planning, Data Storytelling, People Analytics, Human Resources Management and Planning, Dashboard, Workforce Development, Human Resource Strategy, Talent Pipelining, Human Resources Software, Power BI, Microsoft Copilot, Dashboard Creation, Workforce Management, Key Performance Indicators (KPIs), Business Metrics, Stakeholder Communications, Gap Analysis, Plan Execution, Demand Planning, Performance Metric

    Intermediate · Specialization · 3 - 6 Months

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    Skillshare

    Blender 3D Fundamentals & Character Design

    Skills you'll gain: 3D Modeling, 3D Assets, Network Model, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Software Installation, Design Elements And Principles, Creative Design, Control Panels, User Interface (UI), Graphical Tools, UI Components, Aesthetics, Editing, Dataflow, Animations, Scalability, Debugging

    Beginner · Specialization · 3 - 6 Months

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    DeepLearning.AI

    Искусственный Интеллект (ИИ) для всех

    Skills you'll gain: Market Opportunities, AI Product Strategy, Responsible AI, Technical Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Artificial Intelligence, Applied Machine Learning, AI literacy, Data Science, Artificial Neural Networks, Machine Learning, Discussion Facilitation, Deep Learning, Recruitment, Sales

    4.9
    Rating, 4.9 out of 5 stars
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    331 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Microsoft Fabric Analytics Engineer: DP-600 Exam Prep: Edureka
  • Réseaux neuronaux et Deep Learning: DeepLearning.AI
  • Competencias digitales de ofimática: Microsoft Excel: Universitat Autònoma de Barcelona
  • GenAI for Financial Analysts: Essential Predictive Analytics: Coursera
  • Assess Product Pricing Strategies: Coursera
  • Prompt Engineering Fundamentals: SkillsBooster Academy
  • FinTech Foundations and Overview: The Hong Kong University of Science and Technology
  • Neural Networks and Random Forests: LearnQuest
  • Research Proposal: Initiating Research: University of California, Davis
  • Strategic Workforce Planning: Microsoft

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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