Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Post Graduate Certificate in Natural Language Processing course is a 6 months training programme that can be completed by learning for only 7 hours every week by the participants. Offered by IIT Guwahati and Coursera, this course is completely online. The live sessions may be recorded for later use by the participants if they tend to miss out on any sessions.
With flexible payment options, this Post Graduate Certificate in Natural Language Processing training features 3 courses and 1 capstone project. The course also allows its participants to get active feedback from the IIT faculty. The programme will be having a focus on deep learning approaches for a variety of language understanding tasks. This means implementing, debugging, training, and extending neural network models.
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The Highlights
- 100% online course
- 7 hours every week
- 6 months programme
- Certificate of completion
Programme Offerings
- Live Sessions with Faculty
- recorded classes
- 3 Courses
- 1 capstone project
- assignments
- Project-Based Learning
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Guwahati (IITG) |
The Post Graduate Certificate in Natural Language Processing fee is $1,500 or Rs. 1,12,500. International and national candidates students may use net banking, debit cards, credit cards, or EMI. The only extra mode of payment that international students are allowed is Paypal for making the fee payment.
Fee Structure
Name of the Course | Fee |
Post Graduate Certificate in Natural Language Processing | Rs. 1,12,500 or $1,500 |
Eligibility Criteria
Academic Qualifications
A bachelor's degree in a related field preferably a mathematics background with some knowledge of Python.
Certification Qualifying Details
The Post Graduate Certificate in Natural Language Processing by IIT Guwahati will be issued directly after programme completion.
What you will learn
The students of Post Graduate Certificate in Natural Language Processing syllabus will be learning the following;
- Processing raw text for NLP and mathematically formulating the problems mathematically for NLP.
- Analysing NLP models which are deep learning-based NLP models.
- Use machine learning for solving across various industries. real-world problems.
- Using multilingual models and cross-lingual models.
Who it is for
The Post Graduate Certificate in Natural Language Processing online course is ideal for college graduates plus working professionals who want to become a specialist in the field of natural language processing like Python programmers.
Admission Details
Get started with the Post Graduate Certificate in Natural Language Processing classes through these steps:
Step 1: Browse the URL : https://www.coursera.org/certificates/natural-language-processing-iitguwahati.
Step 2: Make an account on Coursera’s official website.
Step 3: As the account is opened, the candidates get insights into the admission process ahead.
The Syllabus
- Introduction to NLP and text classification
- Language models
- Vector semantics
- Sequence labelling problems
- Sequence to sequence learning tasks and formal grammars
- Parsing
Project: Building NLP pipeline using off-the-shelf tools
- Introduction to basic neural network architectures: MLP, CNN and RNN variants
- Neural language models and word embeddings
- Encoder-decoder and attention models
- Transformer-based language models and sentence representation
- Application I: Q&A systems, hate speech detection
- Applications II: Machine translation, chatbots and dialogue systems
Project: Machine translation using various deep learning models
- Efficient neural models
- Cross-lingual and multilingual NLP
- Robustness, explainability and bias in NLP models
- Multi-task and multi-modal learning
- Information extraction and data augmentation
- Domain specific NLP, NLP benchmarks and datasets
Project: Machine translation using knowledge distillation
Instructors
IIT Guwahati (IITG) Frequently Asked Questions (FAQ's)
Only after the course officially starts after the fee payment, only then the candidates will be seeing the live lectures and assignments.
Dr. Amit Awekar, and Dr. Ashish Anand, are associate professors, and instructors of this course.
There is no way the participants can get the certificate if they are unable to pay the programme fee.
Yes, a refund policy gets active after 2 weeks of the first course starting.
Financial assistance, in the form of loans, is not available for the course.