Python Sentiment Analysis Project with NLTK and 🤗 Transformers. Classify Amazon Reviews!!

Web Reference: 96 What does the “at” (@) symbol do in Python? @ symbol is a syntactic sugar python provides to utilize decorator, to paraphrase the question, It's exactly about what does decorator do in Python? Put it simple decorator allow you to modify a given function's definition without touch its innermost (it's closure). In Python this is simply =. To translate this pseudocode into Python you would need to know the data structures being referenced, and a bit more of the algorithm implementation. Some notes about psuedocode: := is the assignment operator or = in Python = is the equality operator or == in Python There are certain styles, and your mileage may vary: Python slicing is a computationally fast way to methodically access parts of your data. In my opinion, to be even an intermediate Python programmer, it's one aspect of the language that it is necessary to be familiar with.

YouTube Excerpt: In this video you will go through a Natural Language Processing Python Project creating a Sentiment Analysis classifier with NLTK's VADER and Huggingface Roberta Transformers. The project is to classify the seniment of amazon customer reviews. 🤗 provides some great open source models for NLP: https://huggingface.co/models. We will look at the difference between model outputs from the two packages and compare the results. Seniment analysis is an important tool for data scientists to use in laguage modeling. Link to Kaggle Notebook: https://www.kaggle.com/robikscube/sentiment-analysis-python-youtube-tutorial Timeline: 00:00 Intro 01:10 Setup + NLTK 10:44 VADER Model 23:42 RoBERTa Model 35:51 Compare Results Follow me on twitch for live coding streams: https://www.twitch.tv/medallionstallion_ My other videos: Speed Up Your Pandas Code: https://www.youtube.com/watch?v=SAFmrTnEHLg Speed up Pandas Code: https://www.youtube.com/watch?v=SAFmrTnEHLg Intro to Pandas video: https://www.youtube.com/watch?v=_Eb0utIRdkw Exploratory Data Analysis Video: https://www.youtube.com/watch?v=xi0vhXFPegw Working with Audio data in Python: https://www.youtube.com/watch?v=ZqpSb5p1xQo Efficient Pandas Dataframes: https://www.youtube.com/watch?v=u4_c2LDi4b8 * Youtube: https://youtube.com/@robmulla?sub_confirmation=1 * Discord: https://discord.gg/HZszek7DQc * Twitch: https://www.twitch.tv/medallionstallion_ * Twitter: https://twitter.com/Rob_Mulla * Kaggle: https://www.kaggle.com/robikscube #nlp #python #machinelearning #huggingface

In this video you will go through a Natural Language Processing Python Project creating a Sentiment Analysis classifier with NLTK's VADER and...

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