Hands on Projects: Developing NLP applications using python on Google Colab
🤖💻 Get Started with NLP: Hands-on Projects in Python! 💡 Join us as we explore the exciting world of Natural Language Processing (NLP) and build our own NLP applications using Python! 🌟 From text classification and sentiment analysis to language modeling and text generation, we'll dive into the simplest Python codes for hands-on projects in NLP. 📝
What is NLP? 🤔 NLP is a subfield of artificial intelligence (AI) that deals with the interaction between computers and humans in natural language. It involves the use of algorithms and statistical models to process, analyze, and generate natural language data. 💻
Python Libraries for NLP 📚 We'll be using popular libraries such as NLTK, spaCy, TensorFlow, and PyTorch to build our NLP applications. 🤖
NLP Tasks 📝 We'll cover a range of tasks, including:
Text Classification 📧
Sentiment Analysis 😊
Language Modeling 💬
Text Generation 📄
Named Entity Recognition 📍
Theoretical Concepts 📖 We'll also explore theoretical concepts such as:
Tokenization 📝
Stemming and Lemmatization 🌿
Vector Space Models 📈
Machine Learning 🤖
Deep Learning 🧠
Join the Conversation! 💬 Subscribe to our channel and join the conversation on social media using the hashtags #NLP #Python #MachineLearning #DeepLearning #AI #NaturalLanguageProcessing. Let's build amazing NLP applications together! 💻
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