Getting Started with NLP and Deep Learning with Python [Video]

Getting Started with NLP and Deep Learning with Python [Video]

Giuseppe Bonaccorso

Build a strong foundation to enter the world of Machine Learning and data science with the help of this comprehensive guide
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Video Description

As the amount of data continues to grow at an almost incomprehensible rate, being able to understand and process data is becoming a key differentiator for competitive organizations. Machine Learning applications are everywhere, from self-driving cars to spam detection, document search, and trading strategies, to speech recognition. This makes machine learning well-suited to the present-day era of Big Data and Data Science. The main challenge is how to transform data into actionable knowledge.

In this course, youโ€™ll be introduced to the Natural Processing Language and Recommendation Systems, which help you run multiple algorithms simultaneously. Also, youโ€™ll learn about Deep learning and TensorFlow. Finally, youโ€™ll see how to create an Ml architecture.

Style and Approach

An easy-to-follow, step-by-step guide that will help you get to grips with real-world applications of algorithms for Machine Learning.

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What You Will Learn

  • Explore the concept of Natural Processing Language and Recommendation Systems
  • Tokenize a sentence
  • Transform text tokens into numerical vectors by vectorizing
  • Modeling topics to identify common topics among documents
  • Find out about ANNs
  • Compute the gradients of all output tensors
  • Create a Machine Learning architecture from scratch

Authors

Video Details

ISBN 139781789138894
Course Length1 hour 41 minutes
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