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Learn BERT – most powerful NLP algorithm by Google – Udemy

(10 customer reviews)

$18

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Description

What you’ll learn

  • Understand the history about BERT and why it changed NLP more than any algorithm in the recent years
  • Understand how BERT is different from other standard algorithm and is closer to how humans process languages
  • Use the tokenizing tools provided with BERT to preprocess text data efficiently
  • Use the BERT layer as a embedding to plug it to your own NLP model
  • Use BERT as a pre-trained model and then fine tune it to get the most out of it
  • Explore the Github project from the Google research team to get the tools we need
  • Get models available on Tensorflow Hub, the platform where you can get already trained models
  • Clean text data
  • Create datasets for AI from those data
  • Use Google Colab and Tensorflow 2.0 for your AI implementations
  • Create customs layers and models in TF 2.0 for specific NLP tasks

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Dive deep into the BERT intuition and applications:

  • Suitable for everyone: We will dive into the history of BERT from its origins, detailing any concept so that anyone can follow and finish the course mastering this state-of-the-art NLP algorithm even if you are new to the subject.

  • Powerful and disruptive: Learn the concepts behind a new BERT, getting rid of RNNs, CNNs and other heavy deep learning models to implement a more intuitive way to process language that will suit a wide range of NLP purposes, including yours!

  • User-friendly and efficient: We’ve designed the course using the latest technologies, using Tensorflow 2.0 and Google Colab, assuring that you won’t have any local machine/software version/compatibility issues and that you are using the most up-to-date tools.

Who this course is for:

  • AI amateurs that are eager to learn how NLP research has evolved those last years and how BERT is changing everything
  • AI students that need to have a deeper knowledge about the most recent NLP techniques
  • Business driven people that are eager to know how to optimize NLP solutions to leverage any text data
  • Anyone who wants to start a new career specialized in NLP and get a strong knowledge of the state-of-the art algorithm in this field, adding efficient cases to their portfolio

Course content

  • Introduction
  • BERT – Intuition
  • Application: using BERT’s tokenizer
  • Application: using BERT as an embedder
  • Application: fine-tuning BERT to create a question answering system
  • Conclusion

10 reviews for Learn BERT – most powerful NLP algorithm by Google – Udemy

  1. Donny Phan

    Super practical. Lessons are catered towards anyone looking to find work in this industry. It felt very comprehensive and gave me a broad understanding of the programming spectrum

  2. Madhav raj Verma

    Thanks for your great effort. i am fully satisfied with this course the way you teach and your explanation are very clear ,The content you provide in your course no one can do this at this price.

  3. Sachin Gupta

    I really didn’t want to leave a low rating as Angela is a great teacher. The 1st half of this course was terrific. The 2nd half was terrible. Under the justification of “teaching students how to figure things out on their own”, pretty much all videos and all explanations were dropped. You were just told what to do, given links to documentation and told to figure it out on your own. I understand doing that to some degree, but to revert to that entirely for nearly half the content barely makes this a course. It’s just a list of things for you to learn, then you’re left on your own to learn them. The 2nd half was so bad, especially the data science component, that I didn’t bother finishing the course.

  4. Vincent Beaudet

    Amazing 40 days course.
    Angela is a great teacher.
    The other 60 days are all about web developement, interacting with web pages, on your own with little to no explanations. I did not expect that at all. I wanted to learn more about software and scripting.
    This left me disappointed , confused and i started to doubt myself. Not a fun experience after the amount of effort i’v put in this course.

    Exercices format and explanations for the first 40 days were worth it tho.

  5. Ben K

    Not just an introduction to python, but really helps you learn fundamental aspects of python and coding in general. Some parts may require some knowledge on the subject (data science comes to mind) and there is quite some web development in the course. So, a few areas were not completely to my liking (I would have liked to see it done differently), but this course deserves the 5 stars in my opinion.

  6. Omid Alikhel

    I found the method a bit difficult when a code is written and then changed back to something different, with no enough explanation of how something happened and where it came from or a step by step explanation of why something is happening, i have no doubt in the instructors talent, but we are beginners!

  7. Devang Jain

    The course is not updated and most of the solution codes don’t work and there are no video solutions towards the end

  8. Szymon Kozak

    I think that the course tutor is really good in giving right information to learn at the right time. Thanks to this fact, my understanding of coding in python after 29 days of learning is above my expectations.

  9. Begoña Ruiz Diaz

    Ha sido la mejor elección que podría haber hecho.

  10. Vaibhav Sachdeva

    I want to thank Angela for making such an amazing course. It really helped me explore more things with python.

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