NLP (Natural Language Processing)

[Blacksujit]

Body

Getting started to learn NLP Sugesst me some good techniques and practices to follow as a programmer to learn in a better and unqiue way and also talk on Quality of code what are the steps to follow to improve the quality of code assume me as a 1 year experienced programmer ??

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[Blacksujit]

ok cool works thanks for answering. 🤝

[Blacksujit]

Also what coding

• Start with basic projects like text classification, sentiment analysis(highly recommended, very easy to understand and learn), and chatbot development(Just check out some repos, there are plenty of them available)
• Get familiar with popular NLP libraries such as NLTK, spaCy, and Hugging Face's Transformers.

Also suggest what coding approach should i follow for the projects as welll thus to apply some good practices to build an end to end robust applications

[Rishi-Sudhakar]

Python, obviously.

and for approach, I'll give a tip, collect data, like from kaggle(there are datasets) download it, and then you can use it, clean data, use python scripts to make projects.(start with sample projects, try youtube tutorials, or ask chatgpt to give you an example with your dataset), you can learn from smaller projects, then over time make end to end full stack projects.

Also you should check how LLM's work. Maybe give ollama a try. Will be a good experience.

And if you're beginner you should learn flask and docker, will be really helpful when your work environment is garbage and when you need to complete end to end. (I love docker)