Natural Language Processing
Course Duration: 8 Weeks
Natural Language processing is one of the Narrow Application of Artificial Intelligence for Languages. Nearly 60% of the total data collected all over the world are text data with several insights in it and Natural Language Processing will help us in mining those insight from it. Not only just collecting insights NLP also help us to build system that learns languages from those data.
Foundation of Math & Python
Working with Text
Language Processing
*You will get individual certificates for each course.
15+ In-Demand Skills & Tools
Access to 100+ live instructor-led online classes
10+ Real-Life Projects
Execute projects on CloudLab
Masters Certification
Earn masters certification on completion
Basic Salary
Rs.17 lacs - Rs.25 lacs
Natural Language processing is one of the Narrow Application of Artificial Intelligence for Languages. Nearly 60% of the total data collected all over the world are text data with several insights in it and Natural Language Processing will help us in mining those insight from it. Not only just collecting insights NLP also help us to build system that learns languages from those data.
This course will introduce you with several Algorithms for processing sequential Languages.
At End Of This information Training By Relearn Pro You Will Be Able To,
- Pre-Processing Text data.
- Classifying Text corpus.
- Translating between Languages.
- Language Modelling.
This Training Will Be Suitable For,
- Fresh Graduates
- Job Seekers
- IT Professionals
Prerequisite: Basic knowledge on Testing Concepts
Natural Language Processing-information Tools An Endless Technology Which Is Used By It Companies Day-By-Day. So Learning information Will Open Lot More Opportunities In The Start Up Company’s Also
Program Schedule
- Mode: Face to face training in batches with a maximum batch size of 5
- Total number of hours: 60 hours; Weekday Classes; 2 hours/ Day; 5days/Week
Part 1: Introduction and Basics
- Natural Language Processing.
- Basics of Text Processing.
- Python for Text Analysis.
- Word Features.
Part 2: Classical methodologies.
- POS Tagging.
- Language Modelling.
- Frequency Distribution
- Bi-grams
- Regular Expression.
- Tokenization.
- Normalization.
- Syntax & Semantics.
- Text Summarization & Classification.
- Naive Bayes
Part 3: Basics for NLP using Deep Learning.
- Word Embeddings
- Depth and Layer Connections.
- Dropouts.
- Attentions.
- Assembling.
- Hyperparameter Optimization.
- LSTM Tricks.
Part 4: NLP using Neural Networks.
- Recurrent Neural Networks
- Long Short-Term Memory.
- Gated Recurrent Network.
- Seq2Seq Network.
- Neural Machine Translation.
Part 5: Task Based Practices
- Sequence Labelling.
- Natural Language Generation.
- Neural Machine Translation.
Part 6: Conclusion
- Multi-Task Learning Problems.
- How to Proceed Further.
| Start Date | End Date | Time (EST) (UTC - 5) | Day |
|---|---|---|---|
| 25 May 2018 | 23 Jun 2018 | (09:30 PM - 12:30 AM) | Fri,Sat |
| 25 May 2018 | 23 Jun 2018 | (09:30 PM - 12:30 AM) | Fri,Sat |
| 25 May 2018 | 23 Jun 2018 | (09:30 PM - 12:30 AM) | Fri,Sat |
| 25 May 2018 | 23 Jun 2018 | (09:30 PM - 12:30 AM) | Fri,Sat |
At end of our course, you will be assigned to work a real-time project. Once you completed assigned project with expected results we (Experts Team from Relearn Pro) will verify and issue information Certificate. If you are not able to deliver expected results in project we will support you by clarifying doubts and help you to re-attempt the project.
Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.
At End Of This information Training By Relearn Pro You Will Be Able To,
- Pre-Processing Text data.
- Classifying Text corpus.
- Translating between Languages.
- Language Modelling.
This Training Will Be Suitable For,
- Fresh Graduates
- Job Seekers
- IT Professionals
Prerequisite: Basic knowledge on Testing Concepts
Natural Language Processing-information Tools An Endless Technology Which Is Used By It Companies Day-By-Day. So Learning information Will Open Lot More Opportunities In The Start Up Company’s Also
Program Schedule
- Mode: Face to face training in batches with a maximum batch size of 5
- Total number of hours: 60 hours; Weekday Classes; 2 hours/ Day; 5days/Week
Interested in training your team? Get a custom quote