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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.


More to explore:

Popular Data Mining Courses and Certifications


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    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Manipulation, Applied Machine Learning, Model Deployment, Artificial Neural Networks, Embeddings, Matplotlib

    Intermediate · Course · 1 - 4 Weeks

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    UiPath

    UiPath Automation Developer Associate

    Skills you'll gain: Email Automation, Debugging, Software Testing, Software Development Methodologies, Continuous Integration, Data Mapping, File Management

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning

    Intermediate · Specialization · 1 - 4 Weeks

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    AI CERTs

    AI in Government

    Skills you'll gain: Data Governance, AI Security, Public Policies, Public Cloud, Data Ethics, Technology Strategies, Predictive Analytics

    Beginner · Course · 1 - 3 Months

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    AI CERTs

    From Blocks to Build: Blockchain Dev Essentials

    Skills you'll gain: Blockchain, Web Development Tools, Go (Programming Language), Software Development Tools, Application Development, Computer Programming Tools, Development Environment, Software Development, Business Logic, Program Development, Digital Assets, Transaction Processing, FinTech, Virtual Machines, Distributed Computing, Cryptography, Emerging Technologies, Encryption, Business Analysis, Market Dynamics

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    L&T EduTech

    CPS solution for Industries

    Skills you'll gain: Embedded Systems, Control Systems, Programmable Logic Controllers, Robotics, Internet Of Things, C (Programming Language), Automation, Cybersecurity, Simulation and Simulation Software, Integration Testing, Cloud Computing, Matlab

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Complete Git Guide: Understand and Master Git and GitHub

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Open Source Technology, Collaborative Software, Unix Commands, Microsoft Visual Studio, Continuous Integration, Linux, Mac OS, Web Development Tools, File Management, Shell Script, Command-Line Interface, Code Review, Data Integrity, Application Deployment, React.js, Hypertext Markup Language (HTML), Technical Communication

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Universidad de Palermo

    La Economía de la Felicidad

    Skills you'll gain: Economic Development, Economics, Socioeconomics, Public Policies, Behavioral Economics, Social Sciences, Policy Analysis, Social Impact, Data Collection, Surveys

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    How to Set Up Shop on Facebook Shops using Canva

    Skills you'll gain: Facebook, Customer experience improvement, Product Assortment, Social Media, Social Media Management, Customer Engagement, Social Media Marketing, Photo Editing, E-Commerce, Company, Product, and Service Knowledge, Customer Service, Marketing, Digital Marketing

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    Scrimba

    Build a Movie Recommendation App with OpenAI

    Skills you'll gain: Vector Databases, User Interface (UI) Design, OpenAI API, AI Personalization, Embeddings, UI/UX Research, Application Development, Artificial Intelligence, Data Processing, Database Management, Restful API, Web Development

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Whizlabs

    AWS: Application Integration and Networking

    Skills you'll gain: Apache Airflow, Virtual Networking, Amazon Web Services, Cloud-Native Computing, Network Architecture, Network Routing, Data Pipelines, Network Security, Microservices, Event-Driven Programming, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration, Data Migration

    Intermediate · Project · Less Than 2 Hours

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

  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • UiPath Automation Developer Associate: UiPath
  • Programming Generative AI: Pearson
  • AI in Government: AI CERTs
  • From Blocks to Build: Blockchain Dev Essentials: AI CERTs
  • CPS solution for Industries: L&T EduTech
  • Complete Git Guide: Understand and Master Git and GitHub: Packt
  • La Economía de la Felicidad : Universidad de Palermo
  • How to Set Up Shop on Facebook Shops using Canva: Coursera
  • Build a Movie Recommendation App with OpenAI: Scrimba

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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