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Langboat Technology provides learning guidance for developers who want to get started with NLP technology

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Introductory NLP Fundamentals Course

Preface

Python Programming

Programming Related Tools

Mathematical Basis

Data Processing and Analysis Fundamentals

Machine Learning Fundamentals

Deep Learning Fundamentals

Basics of Natural Language Processing NLP Advanced Course

NLP Advanced Course

Machine Learning Fundamentals#

This part contains knowledge of the basic parts of machine learning. Please understand the process of machine learning, master the common supervised algorithms (classification, regression) and evaluation methods of machine learning. Pay particular attention to the following in Machine Learning Fundamentals:

  • Cost Function and Gradient Descent
  • Overfitting and Underfitting
  • Supervised Learning

If you've never touched machine learning#

You can choose to go through Wu Enda's classic machine learning course and Chinese notes systematically.

If you have ever touched machine learning#

Please refer to the following links to review important knowledge points

(Optional) Machine Learning Toolkit#

Use of scikit-learn

Already Completed All Courses?

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Floor 16, Fangzheng International Building, No. 52 Beisihuan West Road, Haidian District, Beijing, China.


© 2023, Langboat Co., Limited. All rights reserved.


Large Model Registration Code:Beijing-MengZiGPT-20231205


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Address:

Floor 16, Fangzheng International Building, No. 52 Beisihuan West Road, Haidian District, Beijing, China.

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© 2023, Langboat Co., Limited. All rights reserved.

Large Model Registration Code:Beijing-MengZiGPT-20231205

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