Introduction to Tensorflow

TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in AI/ML. Developers get a wide source to build and deploy versatile ML powered applications using tensorflow and keras.

Types of Tensorflow Installation

When you Install tensorflow, you can choose two versions either CPU or GPU. If you are a beginner and trying to process the small or medium size data, then you should choose the CPU version. If you have a huge amount of data especially Images, then…

Use NLP for performing Sentiment Analysis

First of all , let’s import all the necessary packages for IMDB sentimental analysis .
Numpy , Pandas for Data Analysis and Manipulation .Seaborn and matplotlib,word cloud is used for Data Visualization .
sklearn for model Training. Nltk,textblob,spacy, for NLP operations e.g Tokenization, streaming .

The large movie view dataset contains a collection of 50,000 reviews from IMDB. The dataset contains an even number of positive and negative reviews . The authors considered only highly polarized reviews. A negative review has a score ≤ 4 out of 10, and a positive review has a score ≥ 7 out of…

Archit Choudhary

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