QNAP NAS

QNAP online resources collection

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QNAP is the famous private cloud solution provider, the main product is NAS (Network attach Storage), this article collect QNAP online resources and help QNAPer / NAS beginner quickly know how to select NAS and find application information, if any suggestion website, welcome to comment and share with us. QNAP website  https://www.qnap.com/en/ Topic include NAS, Operation System, Application, Tutorial / FAQ , Forum and Customer Service.

Learning data mining with Kaggle

Kaggle itself provides some great free resources and online courses, which can help you prepare for their contests. Here are a few:

1. **Kaggle Learn**: Kaggle's own "Learn" platform has a number of free, fast-paced courses designed to get you up to speed with the most important tools and techniques used in data science:

   - **Python**: Teaches the basics of Python programming and data science.
   - **Intro to Machine Learning**: Covers the fundamental concepts required to get started with machine learning.
   - **Intermediate Machine Learning**: Introduces more complex machine learning models, including handling missing values and categorical variables, and using pipelines.
   - **Data Visualization**: Teaches how to create beautiful and informative visualizations.
   - **Pandas**: Introduces the Pandas library, which is fundamental for data analysis and manipulation in Python.
   - **Deep Learning**: Covers the basics of deep learning, using the TensorFlow library.
   - **Intro to SQL**: Teaches the basics of SQL, a fundamental tool for data manipulation and analysis.
   
You can find these courses at https://www.kaggle.com/learn.

Aside from Kaggle Learn, other platforms also offer free online courses that could be beneficial for participating in Kaggle contests:

2. **Coursera**:
    - "Machine Learning" by Andrew Ng from Stanford University is one of the most famous machine learning courses available.

3. **edX**:
    - "Principles of Machine Learning" by Microsoft is a part of the Microsoft Professional Program Certificate in Data Science.
   
4. **fast.ai**:
    - This organization offers a practical deep learning course for coders, and a course on machine learning.

Remember, participating in Kaggle competitions is not only about learning new models and techniques, but also about applying what you've learned to solve real-world problems. Taking these courses and then participating in Kaggle competitions can help reinforce your learning.

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