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Deep Learning for NLP in Python

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Total Duration
12 Hours

Further your Natural Language Processing (NLP) skills and master the machine learning techniques needed to extract insights from data. In this track, you'll learn how to create Recurrent Neural Networks (RNN), build models to translate language, and autocomplete sentences like Gmail using neural translation and seq2seq models. Through interactive exercises, you'll use the scikit-learn, TensorFlow, Keras, and NLTK libraries. Then, you’ll apply your skills to real-world data, including scripts …

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Courses in this Learning Path
1
Recurrent Neural Networks for Language Modeling in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Recurrent Neural Networks for Language Modeling in Python

Machine Learning models are based on numerical values to make predictions/classification, but how can computers deal with text data? The large amount of text data has made it possible to create applications such as text generation, automatic document classification, and machine translation. This course will show you how to use Recurrent Neural Networks, binary and multiclass, to classify text, …

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2
Machine Translation in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Machine Translation in Python

A bilingual dictionary is no longer required to be taken on holiday to Europe. You can also keep one at work for homework in other languages. You can quickly find out the meaning of street signs and thank foreigners in their native languages by simply logging on to the internet. Language translation services are based on complex machine translation models. Have you ever wondered what these …

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3
Natural Language Generation in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Natural Language Generation in Python

Wondering how Gmail can autocomplete sentences? Or what power WhatsApp uses when you send a message to suggest words? These helpful writing tips are based on machine learning. This course will show you how to train and build machine-learning models for different tasks in natural language generation. This course will teach you how to train a model that is based on Shakespeare's literary works, …

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