Looking for NLP Training in Gurgaon, Delhi NCR ? Then trainers trained at Stanford |IIM NITIE at Vyom Data Sciences offers the very best a man can get

NLP

Natural Language Processing; Confluence of Artificial Intelligence and linguistics. It involves intelligent analysis of written language

Duration : 6 months Classes : 36 Days : Weekdays / Weekends

Overview
Curriculum
Pre-requisite
Review

NLP is a branch of AI that enables computers to comprehend, generate, and manipulate human language. NLP has helped enable the era of generative AI, from the communication skills of large language models (LLMs) to the ability of image generation models to understand requests.

As AI-powered devices and services become increasingly more intertwined with your daily life and the world, so does the impact that NLP has on ensuring a seamless human-computer experience. This professional-level training addressing NLP tasks from the perspective of Artificial Intelligence. This training tackles the advanced NLP together with introduction to the fundamental concepts of Natural Language Processing (NLP) with Python.
Learn more about this impactful AI subfield.

Hands-on experience is a crucial component of this training. Students are exposed to real time project, after completion of each module.

Here is your chance to learn this highly in-demand set of skills with a gentle introduction to the topic that leaves no stone unturned.

Target Audience:-
- Data Analysts and Data Scientists
- AI / ML / DS - Engineers
- Fresh Guaduates
- IT Professionals looking to transition into AI and Data Science roles
- Research Scholars and AI Enthusiasts

Learning Outcomes:-
- Understand the core concepts of NLP
- Explain key linguistic principles
- Build and evaluate machine learning models for NLP
- Advanced NLP applications like text generation and sequence labeling
- Develop and deploy NLP applications
- Analyze and interpret model outputs
- Demonstrate proficiency in NLP tools and frameworks
- Prepare for technical interviews or research roles

Course Format:-
✔ The course shall be delivered through a combination of lectures, interactive discussions & case studies
✔ Participants are exposed to practical exercises and new-age projects, where they learn by doing
✔ Participants shall have access to online resources, including reading materials, videos & business simulations
✔ Students shall receive all the study material
✔ Guest speakers from the industry may be invited to share insights and experiences
✔ Regular assessments and quizzes will be conducted to reinforce learning
✔ This is a Classroom only training
✔ Corporates: We understand your specific needs and goals. Contact us for customizations to this training

Trainers:-
✔ Equipped with multidisciplinary backgrounds
✔ Experts from the field of Maths, Financial Markets, AIML, Data Science & Management
✔ Each with over 25+ years of International experience working in EU / US / Australia
✔ All our trainers are Highly Qualified and Certified, in their respective subject areas

- You need to have intermediate to advanced Python experience. You are familiar with object-oriented Programming. You can write nested for loops and can read and understand code written by others.

-Intermediate Statistics background. You are familiar with Probability.

-Intermediate knowledge of machine learning techniques. You can describe backpropagation, and have seen a few examples of Neural Network architecture (preferrably a recurrent Neural Network or a long short-term memory network).

-You have seen or worked with a Deep Learning framework like TensorFlow, Keras, or PyTorch before.

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NB: All our trainings are always tailored to adopt to the Individual's Pace and Learning Depth.

NB: As a stepping stone, providing foundational knowledge, Bridge Courses are conducted periodically, to help students transition between different levels by closing knowledge gaps. These classes can be attended ad hoc, and are 'complimentary' for our bonafide students.

Kindly fill the DownloadPDF Form for the Brouchre with latest curriculum and full Training details.
Or you may Book an Appointment to collect your Brouchre and complete your registration.

This syllabus provides a structured, module-by-module breakdown of this comprehensive training program focused on participants overall performance, retention, and engagement, covering foundational theory, implementation, best industry practices and advanced techniques in the subject.

Module 1: Mathematical & Programming Prerequisites
✔ Recap: Python for data science
✔ Recap: Probaility and basic Linear Algebra
✔ Introduction to Machine Learning fundamentals

Module 2: Linguistic and Text Processing Basics
✔ Introduction to NLP
✔ Text Pre-processing: Tokenization, Stopword Removal, Stemming, and Lemmatization
✔ N-gram Models

Module 3: Feature Engineering and Classical Models
✔ Vector Representation: One-Hot Encoding, Bag-of-Words (BoW), and TF-IDF.
✔ Basic Text Classification
✔ Part-of-Speech (POS) Tagging
✔ NER

Module 4: Word Embeddings and Neural Networks
✔ Word Embeddings: Word2Vec, GloVe
✔ Introduction to basic Neural Networks for Text

Module 5: Sequential Models (RNNs/LSTMs)
✔ Recurrent Neural Networks, LSTMs and GRUs
✔ Handling sequential data and dependency
✔ Introduction to the Sequence-to-Sequence architecture

Module 6: Transformers and Attention
✔ The Attention Mechanism
✔ The Transformer architecture
✔ Concepts of Pre-training and Fine-tuning

Module 7: Large Language Models
✔ Introduction to LLMs
✔ Utilizing the Hugging Face ecosystem
✔ Techniques: Prompt Engineering, In-Context Learning, and efficient Fine-tuning

Module 8: Advanced NLP Applications
✔ Machine Translation
✔ Text Summarization
✔ Question Answering
✔ Information Extraction
✔ Chatbots and conversational AI

Module 9: NLP with Machine Learning
✔ Text classification
✔ Sentiment analysis
✔ Spam detection

Module 10: Capstone Project
✔ Build an NLP application (e.g., sentiment analyzer, chatbot)

NB:The curriculum is regularly subjected to updates, reflecting the latest industry trends & current technological advancements.

At Vyom Data Sciences, we aspire to provide the latest curriculum and most recent technology, as a standard component of all our trainings. Experts, with 25+ years of experience from USA, Europe and Australia, bring the best industry practices while designing and executing these trainings. All our trainers are Highly Qualified and Certified in their respective subject areas.

Kindly fill the DownloadPDF Form for the Brouchre with latest curriculum and full Training details.
Or you may Book an Appointment to collect your Brouchre.

Bhawana

Fabulous NLP + ML course

I have eleven plus years of experience taking training courses. I do not usually complete surveys.
Your instructor was excellent, the best I've experienced on a software subject, and I couldn't imagine him doing a better job of seamlessly walking students through a breadth of information for such complex subject like AI and ML. he did a fabulous job pacing everything and addressing student questions. I am very impressed.

Harish

Excellent ML course!

The course was well structured and easy to understand. Good pace of learning.
The institute believes to provide knowledge as well as guidance in detail to each & every student.
I completed my ML course from the institute. Their international exp does help a lot !
Thanks for the training sir.