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https://github.com/getvmio/free-natural-language-processing-resources

[Natural Language Processing Free Resources] This repository collects 24 of free resources for Natural Language Processing. 🗣️ Unlock the power of language with our NLP Workshop repository! Featuring a comprehensive collection of free courses and resources on Natural Language Processing, along wi...
https://github.com/getvmio/free-natural-language-processing-resources

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[Natural Language Processing Free Resources] This repository collects 24 of free resources for Natural Language Processing. 🗣️ Unlock the power of language with our NLP Workshop repository! Featuring a comprehensive collection of free courses and resources on Natural Language Processing, along wi...

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# Natural Language Processing Free Resources



🗣️ Unlock the power of language with our NLP Workshop repository! Featuring a comprehensive collection of free courses and resources on Natural Language Processing, along with an interactive online environment. Ideal for linguists, developers, and AI enthusiasts exploring the intersection of language and technology.



## Resources



|   Index | Name                                                                                                                                                    | Category            | Description                                                                                                                                                                                                                          |

|---------|---------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|

|       1 | [Deep Learning for Natural Language Processing](https://getvm.io/tutorials/cs-224d-deep-learning-for-natural-language-processing-stanford-university)   | University Courses  | Dive deep into cutting-edge research in deep learning for natural language processing (NLP). Implement, train, and invent your own neural network models for a variety of NLP tasks.                                                 |

|       2 | [Deep Learning for Natural Language Processing](https://getvm.io/tutorials/deepnlp-deep-learning-for-natural-language-processing-university-of-oxford)  | University Courses  | Dive into the latest advancements in deep learning for NLP, including text analysis, speech recognition, language translation, and more. Gain a solid theoretical foundation and practical experience.                               |

|       3 | [Unix for Poets](https://getvm.io/tutorials/unix-for-poets)                                                                                             | Technical Tutorials | Learn Unix tools and techniques for text analysis and poetry. Explore dictionaries, corpora, and more to unlock the power of text data.                                                                                              |

|       4 | [Text Processing in Python](https://getvm.io/tutorials/text-processing-in-python)                                                                       | Technical Tutorials | Comprehensive guide to working with text data in Python, covering string manipulation, regular expressions, text parsing, and natural language processing.                                                                           |

|       5 | [Guide to Prompt Engineering](https://getvm.io/tutorials/guide-to-prompt-engineering)                                                                   | Technical Tutorials | Comprehensive course on prompt engineering for AI applications like ChatGPT. Covers fundamentals, advanced techniques, and practical strategies to master the art of effective prompting.                                            |

|       6 | [Informatics 2A](https://getvm.io/tutorials/informatics-2a-processing-formal-and-natural-languages-2016-17-university-of-edinburgh)                     | University Courses  | Explore the processing of formal and natural languages, including finite automata, regular expressions, and parsing techniques. Hands-on labs and tutorials reinforce concepts.                                                      |

|       7 | [Text Mining and Analytics](https://getvm.io/tutorials/mooc-text-mining-and-analytics-by-chengxiang-zhai)                                               | University Courses  | Comprehensive course on text mining and analytics, covering fundamental concepts, practical applications, and real-world case studies. Taught by a renowned expert in the field.                                                     |

|       8 | [Information Retrieval](https://getvm.io/tutorials/information-retrieval-spring-2018-eth-zurich)                                                        | University Courses  | Comprehensive course covering the core concepts and techniques of information retrieval, including text processing, indexing, ranking, and evaluation. Hands-on experience in building and evaluating information retrieval systems. |

|       9 | [CMU Advanced NLP 2021](https://getvm.io/tutorials/cmu-advanced-nlp-2021)                                                                               | University Courses  | Dive into advanced NLP topics like language models, dialogue systems, and multimodal learning. Taught by renowned experts, this course provides in-depth insights into the latest advancements in natural language processing.       |

|      10 | [Neural Networks for NLP](https://getvm.io/tutorials/cmu-neural-nets-for-nlp-2021)                                                                      | University Courses  | Comprehensive course on neural networks for natural language processing (NLP) from Carnegie Mellon University. Covers fundamental concepts, techniques, and latest advancements.                                                     |

|      11 | [Multilingual NLP](https://getvm.io/tutorials/cmu-cs11-737-multilingual-natural-language-processing)                                                    | University Courses  | Explore the latest advancements in multilingual natural language processing, including machine translation, cross-lingual information retrieval, and text generation.                                                                |

|      12 | [Natural Language Processing](https://getvm.io/tutorials/natural-language-processing-michael-collins-columbia-university)                               | University Courses  | Comprehensive NLP course from renowned expert Michael Collins at Columbia University. Covers language models, text classification, sequence labeling, and more.                                                                      |

|      13 | [Natural Language Processing](https://getvm.io/tutorials/mooc-natural-language-processing-coursera-university-of-michigan)                              | University Courses  | Comprehensive NLP course from University of Michigan covers language models, text classification, sequence-to-sequence learning, and more. Hands-on projects and assignments.                                                        |

|      14 | [Natural Language Processing](https://getvm.io/tutorials/natural-language-processing-iit-bombay)                                                        | University Courses  | Comprehensive NLP course from IIT Bombay covering language models, text preprocessing, POS tagging, sentiment analysis, and more. Hands-on exercises and industry-relevant skills.                                                   |

|      15 | [Deep Learning for Natural Language Processing](https://getvm.io/tutorials/deep-learning-for-natural-language-processing-2017-oxford-university)        | University Courses  | Explore the latest advancements in deep learning for natural language processing, including speech recognition, language translation, and text analysis. Gain practical experience in implementing these cutting-edge techniques.    |

|      16 | [Natural Language Processing with Deep Learning](https://getvm.io/tutorials/cs-224n-natural-language-processing-with-deep-learning-stanford-university) | University Courses  | Gain a thorough introduction to cutting-edge neural networks for natural language processing and the latest advancements in large language models.                                                                                   |

|      17 | [Natural Language Processing](https://getvm.io/tutorials/cs-224n-natural-language-processing-stanford-university)                                       | University Courses  | Comprehensive lecture slides and materials on natural language processing fundamentals and advanced techniques from renowned experts at Stanford University.                                                                         |

|      18 | [Natural Language Understanding](https://getvm.io/tutorials/stanford-xcs224u-natural-language-understanding-i-spring-2023)                              | University Courses  | Explore the latest techniques in natural language processing, including language models, text generation, and question answering. Taught by experts in the field.                                                                    |

|      19 | [Natural Language Processing](https://getvm.io/tutorials/cs-124-from-languages-to-information-stanford-university)                                      | University Courses  | Explore fundamental concepts and techniques in natural language processing, information retrieval, and language-based information systems. Hands-on experience with real-world applications.                                         |

|      20 | [Natural Language Understanding](https://getvm.io/tutorials/cs224u-natural-language-understanding-spring-2019-stanford-university)                      | University Courses  | Explore the latest advancements in natural language processing with this comprehensive course from Stanford University, taught by leading experts in the field.                                                                      |

|      21 | [Natural Language Processing](https://getvm.io/tutorials/cs-63405340-natural-language-processing-university-of-utah-spring-2024)                        | University Courses  | Comprehensive NLP course covering fundamentals, techniques, and real-world applications. Hands-on experience, expert instruction, and collaborative learning environment.                                                            |

|      22 | [Recent Advances on Foundation Models](https://getvm.io/tutorials/cs-886-recent-advances-on-foundation-models-winter-2024-university-of-waterloo)       | University Courses  | Explore the latest developments in foundation models, a powerful machine learning technology, through this graduate-level course at the University of Waterloo.                                                                      |

|      23 | [Natural Language Processing](https://getvm.io/tutorials/cs388-natural-language-processing-ut-austin)                                                   | University Courses  | Comprehensive online NLP course covering sentiment analysis, neural networks, word embeddings, and transformer language modeling. Includes hands-on coding assignments.                                                              |

|      24 | [Code-First Intro to Natural Language Processing](https://getvm.io/tutorials/fastai-code-first-intro-to-natural-language-processing)                    | University Courses  | Dive into natural language processing with this hands-on, practical NLP course from the renowned fast.ai team. Learn fundamental NLP concepts and techniques using popular open-source libraries.                                    |



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