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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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    U

    University of Maryland, College Park

    AI for Business Leaders

    Skills you'll gain: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics

    Intermediate · Course · 1 - 3 Months

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    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, AI Workflows, Embeddings, User Interface (UI), UI Components, Application Development, Semantic Web, Database Systems, Model Evaluation, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework)

    4.6
    Rating, 4.6 out of 5 stars
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    496 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Meeting Design: A Tactical Guide for Productive Meetings

    Skills you'll gain: Meeting Facilitation, Conflict Management, Sprint Retrospectives, Collaboration, Teamwork, Design Thinking, Continuous Improvement Process, Organizational Effectiveness, Stakeholder Analysis, Taking Meeting Minutes, Organizational Development, Sales Presentation, Communication Planning, Leadership Development, Time Management, Communication Strategies, Data Visualization

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building Web Applications with Flask

    Skills you'll gain: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications

    Beginner · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Uso de la IA para la prevención de lesiones y recuperación

    Skills you'll gain: Medical Equipment and Technology, Data Ethics, AI Personalization, Kinesiology, Artificial Intelligence and Machine Learning (AI/ML), Preventative Care, Biomedical Engineering, Data Collection

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Human Resource Management Done Right

    Skills you'll gain: Talent Pipelining, Prompt Engineering, Talent Acquisition, Performance Management, Smart Goals, Google Gemini, Time Management, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools, Leadership, Data-Driven Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    530 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Material Fundamentals - Procedural Textures in Blender 4.4

    Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Animation and Game Design, Design Elements And Principles, Creative Design

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California San Diego

    Applied Bioinformatics

    Skills you'll gain: Bioinformatics, Diagnostic Tests, Model Evaluation, Molecular Biology, Infectious Diseases, Informatics, Network Analysis, Medical Science and Research, Computational Thinking, Biochemistry, Data Mining, Scientific Visualization, Life Sciences, Tree Maps, Microbiology, Biology, Data Analysis Software, Pharmacology, Science and Research

    4.4
    Rating, 4.4 out of 5 stars
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    66 reviews

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Advanced Python: Web Dev, GUI, Databases & Mobile Apps

    Intermediate · Course · 1 - 3 Months

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    R

    Rice University

    Parallel, Concurrent, and Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Dataflow, Java Programming, Java, Software Architecture, Systems Architecture, Scala Programming, Data Structures, System Programming, Programming Principles, Servers, Application Frameworks, Debugging, Algorithms, Performance Tuning, Functional Design, Performance Testing

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Microsoft

    Microsoft Introduction to C++ Programming

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

    Beginner · Professional Certificate · 3 - 6 Months

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    U

    University of Pennsylvania

    Computational Thinking for Problem Solving

    Skills you'll gain: Computational Thinking, Algorithms, Program Development, Pseudocode, Problem Solving, Python Programming, Data Structures, Computer Hardware, Computer Programming, Object Oriented Programming (OOP), Analysis, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI for Business Leaders: University of Maryland, College Park
  • RAG for Generative AI Applications: IBM
  • Meeting Design: A Tactical Guide for Productive Meetings: Packt
  • Building Web Applications with Flask: Packt
  • Uso de la IA para la prevención de lesiones y recuperación: Real Madrid Graduate School Universidad Europea
  • Human Resource Management Done Right: Coursera
  • Material Fundamentals - Procedural Textures in Blender 4.4: Packt
  • Applied Bioinformatics: University of California San Diego
  • Advanced Python: Web Dev, GUI, Databases & Mobile Apps: Packt
  • Parallel, Concurrent, and Distributed Programming in Java: Rice University

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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