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Course Outline
Introduction
- The value of text-based data
Workflow for a Text-Based Data Science Problem
Choosing the Right Machine Learning Libraries
Overview of NLP Techniques
Preparing a Dataset
Visualizing the Data
Working with Text Data with scikit-learn
Building a Machine Learning Model
Splitting into Train and Test Sets
Applying Linear Regression and Non-Linear Regression
Applying NLP Techniques
Parsing Text Data Using Regular Expressions
Exploring Other Machine Language Approaches
Troubleshooting Text Encoding Issues
Closing Remarks
Requirements
- Experience with Python
- An understanding of machine learning
- Experience with scikit-learn and pandas
Testimonials
Very knowledgeable
Usama Adam - TWPI
Natural Language Processing with TensorFlow Course
The way he present everything with examples and training was so useful
Ibrahim Mohammedameen - TWPI
Natural Language Processing with TensorFlow Course
Organization, adhering to the proposed agenda, the trainer's vast knowledge in this subject
Ali Kattan - TWPI
Natural Language Processing with TensorFlow Course
I like that it focuses more on the how-to of the different text summarization methods
Text Summarization with Python Course
The topics referring to NLG. The team was able to learn something new in the end with topics that were interesting but it was only in the last day. There were also more hands on activities than slides which was good.
- Accenture Inc
Python for Natural Language Generation Course
the last day. generation part
- Accenture Inc
Python for Natural Language Generation Course
About face area.
- 中移物联网
Deep Learning for NLP (Natural Language Processing) Course
This is one of the best quality online trainings I have ever taken in my 13 year career. Keep up the great work!
Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP Course
This is one of the best hands-on with exercises programming courses I have ever taken.
Laura Kahn
Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP Course
I did like the exercises
Office for National Statistics
Natural Language Processing with Python Course
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