NLP

NLP, natural language processing

sentiment analysis leaves

How to do Sentiment Analysis with Deep Learning (LSTM Keras)
 Automatically Classify Reviews as Positive or Negative in Python

In this tutorial, we build a deep learning neural network model to classify the sentiment of Yelp reviews.

Following the step-by-step procedures in Python, you’ll see a real life example and learn:

– How to prepare review text data for sentiment analysis, including NLP techniques.
– How to tune the hyperparameters for the machine learning models.
– How to predict sentiment by building an LSTM model in Tensorflow Keras.
– How to evaluate model performance.
– How sample sizes impact the results compared to a pre-trained tool.
And more.

How to do Sentiment Analysis with Deep Learning (LSTM Keras)

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youtube views going up like rocket launching with machine learning

How to Get MORE YouTube Views with Machine Learning techniques
 Step-by-Step process on Popular Fitness Channel in Python

In this post, we apply machine learning algorithms on YouTube data, to make recommendation on content creation strategies. We will include the end-to-end process of:
– Scraping the YouTube data
– Using NLP on the video titles
– Feature engineering
– Building predictive decision trees
– And more
All in Python.

How to Get MORE YouTube Views with Machine Learning techniques

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NLP brain processing information

How to use NLP in Python: a Practical Step-by-Step Example
 To find out the In-Demand Skills for Data Scientists with NLTK

In this article, we present a step-by-step NLP application on Indeed job postings.
If you want to see a practical example using Natural Language Toolkit (NLTK) package with Python code, this post is for you.

How to use NLP in Python: a Practical Step-by-Step Example

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