Linkedin Learning Advanced NLP with Python for Machine Learning-ZH | Apps-Tutorials | MP4 | 322.04 MiB
1 153 kb/s 1280×720 | AAC 160 kb/s 2 CH
Zieg Heil
Linkedin.Learning.Advanced.NLP.with.Python.for.Machine.Learning-ZH
Title: Advanced NLP with Python for Machine Learning
Publisher: Linkedin.Learning
Size: 323M (337677213 B)
Files: 7F
Date: 08/10/2020
Course #: Linkedin.Learning
Type: N/A
Published:
Modified: N/A
URL: www.linkedin.com/learning/advanced-nlp-with-python-for-machine-learning
Author: Derek Jedamski
Duration: N/A
Skill: N/A
Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Of course we know its sieg heil, thats how fucking rebelious we are!
Description:
An incredible amount of unstructured text data is generated every
day by social media, web pages, and a variety of other
sources. But without the ability to tame and harness that data,
323M Advanced NLP with Python for Machine Learning 20M Advanced NLP with Python for Machine Learning/01 - Introduction 8.6M Advanced NLP with Python for Machine Learning/01 - Introduction/01 - Leveraging the power of messy text data.mp4 4.0K Advanced NLP with Python for Machine Learning/01 - Introduction/01 - Leveraging the power of messy text data.srt 2.2M Advanced NLP with Python for Machine Learning/01 - Introduction/02 - What you should know.mp4 4.0K Advanced NLP with Python for Machine Learning/01 - Introduction/02 - What you should know.srt 6.2M Advanced NLP with Python for Machine Learning/01 - Introduction/03 - What tools you need.mp4 4.0K Advanced NLP with Python for Machine Learning/01 - Introduction/03 - What tools you need.srt 2.7M Advanced NLP with Python for Machine Learning/01 - Introduction/04 - Using the exercise files.mp4 4.0K Advanced NLP with Python for Machine Learning/01 - Introduction/04 - Using the exercise files.srt 85M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics 3.7M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/01 - What is NLP.mp4 4.0K Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/01 - What is NLP.srt 12M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/02 - NLTK setup.mp4 12K Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/02 - NLTK setup.srt 13M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/03 - Reading text data into Python.mp4 12K Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/03 - Reading text data into Python.srt 23M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/04 - Cleaning text data.mp4 16K Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/04 - Cleaning text data.srt 16M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/05 - Vectorize text using TF-IDF.mp4 12K Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/05 - Vectorize text using TF-IDF.srt 19M Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/06 - Building a model on top of vectorized text.mp4 12K Advanced NLP with Python for Machine Learning/02 - Review NLP Basics/06 - Building a model on top of vectorized text.srt 51M Advanced NLP with Python for Machine Learning/03 - word2vec 6.6M Advanced NLP with Python for Machine Learning/03 - word2vec/01 - What is word2vec.mp4 8.0K Advanced NLP with Python for Machine Learning/03 - word2vec/01 - What is word2vec.srt 5.5M Advanced NLP with Python for Machine Learning/03 - word2vec/02 - What makes word2vec powerful.mp4 8.0K Advanced NLP with Python for Machine Learning/03 - word2vec/02 - What makes word2vec powerful.srt 22M Advanced NLP with Python for Machine Learning/03 - word2vec/03 - How to implement word2vec.mp4 16K Advanced NLP with Python for Machine Learning/03 - word2vec/03 - How to implement word2vec.srt 18M Advanced NLP with Python for Machine Learning/03 - word2vec/04 - How to prep word vectors for modeling.mp4 12K Advanced NLP with Python for Machine Learning/03 - word2vec/04 - How to prep word vectors for modeling.srt 26M Advanced NLP with Python for Machine Learning/04 - doc2vec 3.1M Advanced NLP with Python for Machine Learning/04 - doc2vec/01 - What is doc2vec.mp4 4.0K Advanced NLP with Python for Machine Learning/04 - doc2vec/01 - What is doc2vec.srt 2.5M Advanced NLP with Python for Machine Learning/04 - doc2vec/02 - What makes doc2vec powerful.mp4 4.0K Advanced NLP with Python for Machine Learning/04 - doc2vec/02 - What makes doc2vec powerful.srt 13M Advanced NLP with Python for Machine Learning/04 - doc2vec/03 - How to implement doc2vec.mp4 8.0K Advanced NLP with Python for Machine Learning/04 - doc2vec/03 - How to implement doc2vec.srt 7.8M Advanced NLP with Python for Machine Learning/04 - doc2vec/04 - How to prep document vectors for modeling.mp4 8.0K Advanced NLP with Python for Machine Learning/04 - doc2vec/04 - How to prep document vectors for modeling.srt 60M Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks 5.4M Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/01 - What is a neural network.mp4 8.0K Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/01 - What is a neural network.srt 3.4M Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/02 - What is a recurrent neural network.mp4 4.0K Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/02 - What is a recurrent neural network.srt 5.8M Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/03 - What makes RNNs so powerful for NLP problems.mp4 8.0K Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/03 - What makes RNNs so powerful for NLP problems.srt 16M Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/04 - Preparing data for an RNN.mp4 12K Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/04 - Preparing data for an RNN.srt 31M Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/05 - How to implement a basic RNN.mp4 20K Advanced NLP with Python for Machine Learning/05 - Recurrent Neural Networks/05 - How to implement a basic RNN.srt 80M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem 7.6M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/01 - Prep the data for modeling.mp4 8.0K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/01 - Prep the data for modeling.srt 16M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/02 - Build a model on TF-IDF vectors.mp4 12K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/02 - Build a model on TF-IDF vectors.srt 20M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/03 - Build a model on word2vec embeddings.mp4 12K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/03 - Build a model on word2vec embeddings.srt 12M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/04 - Build a model on doc2vec embeddings.mp4 8.0K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/04 - Build a model on doc2vec embeddings.srt 14M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/05 - Build an RNN model.mp4 12K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/05 - Build an RNN model.srt 6.1M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/06 - Compare all methods using key performance metrics.mp4 8.0K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/06 - Compare all methods using key performance metrics.srt 5.2M Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/07 - Key takeaways for advanced NLP modeling techniques.mp4 8.0K Advanced NLP with Python for Machine Learning/06 - Compare Advance NLP Techniques on an ML Problem/07 - Key takeaways for advanced NLP modeling techniques.srt 2.2M Advanced NLP with Python for Machine Learning/07 - Conclusion 2.2M Advanced NLP with Python for Machine Learning/07 - Conclusion/01 - How to continue advancing your skills.mp4 4.0K Advanced NLP with Python for Machine Learning/07 - Conclusion/01 - How to continue advancing your skills.srt 916K Advanced NLP with Python for Machine Learning/Exercise Files 912K Advanced NLP with Python for Machine Learning/Exercise Files/Ex_Files_Adv_NLP_Python_ML.zip 323M total
File: 01 - Leveraging the power of messy text data.mp4 Size: 8959487 bytes (8.54 MiB), duration: 00:01:02, avg.bitrate: 1156 kb/s Audio: aac, 48000 Hz, stereo (und) Video: h264, yuv420p, 1280x720, 30.00 fps(r) (eng)
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