Natural Language Processing with Python

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Price: 799$

In this course you will be learning about Natural Language Processing (NLP) from an experienced professional. Giving machines the capacity to find meaning in unstructured data pulled from natural language holds notable promise. By 2025, the global NLP market is expected to reach over $34 billion, growing at a CAGR of 21.5% and there would be high demand for NLP skills. In this course I cover length and breadth of topics in NLP. I explain NLP concepts in a simple way along with practical implementation in Python using libraries like NLTK, spa Cy, Tensor Flow and Py Torch. I also discuss various topics like text pre-processing, text classification, text summarization, topic modelling and word embeddings. I also cover NLP applications in various domains like healthcare, finance. I am sure this course should help you in getting started and also become proficient in NLPIn this video course you will learn the following about Natural Language Processing: Introduction to NLPIts Applications in domains like finance and healthcare Stemming and Lemmatimzation with NLTK and spa Cy TF-IDF, Bag of Words Representation Named Entity Recognition with spa Cy in python Custom Named Entity Recognition using spa Cy v3 library Word2Vec model and custom word2vec model in python Exploratory data analysis on text dataset using python Text Clustering Text Classification with Neural network using Tensorflow in Python Text Classification with Convolutional Neural Network( CNN) using Tensorflow in Python Text Classification with Long Short Term memory( LSTM) networks using Tensorflow in Python Text Classification using Py Torch library Text Classification using BERT Transformers Text Classification using spa Cy v3 library Zero shot text classification using Hugging Face LDA topic modelling Top2Vec Topic Modelling BERTopic Topic Modelling Extractive Text Summarization using gensim and python Abstractive Text Summarization using Google PEGASUSExtractive Question Answering with Hugging Face Aspect Based Sentiment Analysis Hay Stack Question Answering Demo For advanced NLP content check out my Youtube Channel