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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


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    Coursera

    Damping Strategies for NVH

    Skills you'll gain: Vibrations, Value Engineering, Failure Analysis, Engineering Analysis, Mechanical Design, Engineering Design Process, Mechanical Engineering, Engineering Calculations, Industrial Design, Materials science, Material Handling, Industrial Engineering, Design, Analysis, Innovation, Application Development

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Draft Measurable Marketing Goals with AI

    Skills you'll gain: Smart Goals, Marketing Effectiveness, Goal Setting, Marketing Planning, Marketing Strategies, Marketing Automation, Content Marketing, Key Performance Indicators (KPIs), Business Priorities, Performance Measurement, Data-Driven Decision-Making, Web Analytics, Accountability

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Introduction to C++ Programming

    Skills you'll gain: Debugging, C++ (Programming Language), Software Documentation, API Design, Program Development, Pseudocode, Software Architecture, Software Design, Maintainability, Computational Thinking, System Programming, Data Structures, Programming Principles, Computer Programming, Generative AI Agents, Integrated Development Environments, Technical Documentation, Generative AI, Application Development, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Web Scraping, Data Synthesis, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Data Analysis Software, Unstructured Data, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    353 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Dynamics 365 Business Central Development Quick Start

    Skills you'll gain: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Virtual Environment, Software As A Service, Integrated Development Environments, Cloud Deployment, Serverless Computing, Git (Version Control System), Business Development

    Beginner · Course · 1 - 3 Months

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    Coursera

    AI Risk: Analyze, Evaluate, Register

    Skills you'll gain: Mitigation, Risk Modeling, Analysis, Personally Identifiable Information, Accountability, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Università Bocconi

    Startup Calling: from idea to impact

    Skills you'll gain: Go To Market Strategy, Business Modeling, Entrepreneurship, Fundraising, Product Development, Market Research, Presentations, Value Propositions, Business Strategy, Market Analysis, Customer Insights, User Research, Competitive Analysis, Lean Methodologies, Interviewing Skills

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Fast Prototyping of GenAI Apps with Streamlit

    Skills you'll gain: Application Deployment, Cloud Deployment, Generative AI, Prompt Engineering, Prototyping, Agile Product Development, Retrieval-Augmented Generation, Application Development, Interactive Design, User Interface (UI), Data Integration

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Master Retrieval-Augmented Generation (RAG) Systems

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Data Visualization, Generative AI, Vector Databases, Text Mining, Data Processing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, AI Workflows, Productivity Software, AI Security, Unstructured Data, Tool Calling, Data Literacy, Artificial Intelligence, Cloud Computing, Collaboration

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    Rating, 4.7 out of 5 stars
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    860 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Analyze AI to Amplify Brand Success

    Skills you'll gain: Performance Measurement, Brand Awareness, Digital Marketing, Strategic Marketing, Marketing Planning, Marketing Strategies, Marketing Analytics, AI Personalization, Campaign Management, Strategic Partnership, Competitive Intelligence, Brand Management, Customer Insights, AI Enablement, Promotions and Campaigns, Competitive Analysis, ChatGPT, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Prepare for SnowPro Core Exam: Architecture & SQL

    Skills you'll gain: Performance Tuning, Data Architecture, User Accounts, Data Warehousing, SQL, Database Management, Data Modeling, Data Transformation, Data Import/Export, Data Integration, Role-Based Access Control (RBAC), Data Governance, JSON, Data Security

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    Rating, 3 out of 5 stars
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    Intermediate · Course · 1 - 4 Weeks

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

  • Damping Strategies for NVH: Coursera
  • Draft Measurable Marketing Goals with AI: Coursera
  • Microsoft Introduction to C++ Programming: Microsoft
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera
  • Dynamics 365 Business Central Development Quick Start: Packt
  • AI Risk: Analyze, Evaluate, Register: Coursera
  • Startup Calling: from idea to impact: Università Bocconi
  • Fast Prototyping of GenAI Apps with Streamlit: DeepLearning.AI
  • Master Retrieval-Augmented Generation (RAG) Systems: Packt
  • Generative AI Leader: Google Cloud

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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