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YouTube

Natural Language Processing

via YouTube

Overview

Explore natural language processing (NLP) concepts, review Text preprocessing and data cleaning, learn forward propagation and back propagation in neural networks, Word Embedding using Keras and deep learning with examples

Syllabus

Complete Road Map To Prepare NLP-Follow This Video-You Will Able to Crack Any DS Interviews.
Natural Language Processing|Tokenization.
Natural Language Processing| Stemming And Lemmatization Intuition.
Natural Language Processing|Stemming.
Natural Language Processing|Lemmatization.
Natural Language Processing|Bag Of Words Intuition.
Natural Language Processing|BagofWords.
Natural Language Processing|TF-IDF Intuition| Text Prerocessing.
Natural Language Processing|TF-IDF for Machine Learning| Text Prerocessing.
Implementing a Spam classifier in python| Natural Language Processing.
Word2Vec Easily Explained- Data Science.
Kaggle Competition- Predict Stock Price Movement Based On News Headline using NLP.
FAKE NEWS CLASSIFIER WITH MACHINE LEARNING ALGORITHMS USING Natural Language Processing- PART 1.
FAKE NEWS CLASSIFIER WITH MACHINE LEARNING ALGORITHMS USING Natural Language Processing- PART 2.
Tutorial 29- Why Use Recurrent Neural Network and Its Application.
Tutorial 30- Recurrent Neural Network Forward Propogation With Time.
Tutorial 31- Back Propagation In Recurrent Neural Network.
Tutorial 32- Problems In Simple Recurrent Neural Network.
Tutorial 34- LSTM Recurrent Neural Network In Depth Intuition.
Word Embedding - Natural Language Processing| Deep Learning.
Implementing Word Embedding Using Keras- NLP | Deep Learning.
Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing.
Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning.
Bidirectional RNN Indepth Intuition- Deep Learning Tutorial.
Sequence To Sequence Learning With Neural Networks| Encoder And Decoder In-depth Intuition.
Encoder And Decoder- Neural Machine Learning Language Translation Tutorial With Keras- Deep Learning.
Problems With Encoders And Decoders- Indepth Intuition.
Live Session- Understanding Attention Models Architecture And Maths Intuition- Deep Learning.
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need.

Taught by

Krish Naik

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