NLP

🗣️ Natural Language Processing (NLP) Beginner Course: 4-Week Hands-On Program Master the foundations of NLP — from preprocessing text to building chatbots and sentiment analyzers. 🗓️ Week 1: Getting Started with NLP & Python Setup Build your NLP foundation with core concepts and prepare your Python environment for real-world NLP projects. 📘 Topics: NLP basics, tokens, corpus, data types, and Python tools (nltk, spaCy, pandas). 🔧 Mini-Projects: Build a text cleaning tool and tokenize real-world data (e.g., tweets). 🗓️ Week 2: Core NLP Techniques Explore the essential techniques that power language understanding — from POS tagging to vectorization. 📘 Topics: Stemming, Lemmatization, POS Tagging, NER, BoW, TF-IDF. 🔧 Mini-Projects: Named Entity summarizer and a keyword extractor using TF-IDF. 🗓️ Week 3: Sentiment Analysis, Topic Modeling & Embeddings Dive into text semantics with sentiment scoring, topic detection, and word embedding visualization. 📘 Topics: Sentiment analysis (TextBlob), LDA topic modeling, Word2Vec/GloVe, text classification. 🔧 Mini-Projects: Sentiment analyzer for tweets and topic modeling pipeline for blog articles. 🗓️ Week 4: Real-World NLP Applications & Deployment Apply everything you've learned in practical projects like summarizers, chatbots, and dashboards. 📘 Topics: Text summarization, chatbot basics, sentiment dashboards, BERT & transformers. 🔧 Mini-Projects: Build a news summarizer, an FAQ chatbot, and a sentiment dashboard. 🎯 Course Outcome: By the end of 4 weeks, you'll be able to clean, analyze, classify, and build NLP-powered apps using Python — with confidence! 🕒 Duration: 4 Weeks | 10–15 hrs/week 💡 Perfect For: Beginners in data science, developers, and anyone interested in AI-powered language tools

Price: ₹ 299.00

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