Advanced Natural Language Processing Course

Designed by FAANG+ AI/ML Engineers to help you transform your career

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Tools you’ll learn

Who Is the NLP Course For?

Prerequisites

Proficiency in Python

Basic knowledge of Probability, Statistics, Linear Algebra, and Calculus
Solid understanding of Classical Machine Learning

Curriculum Modules in the Advanced NLP Course

Overview of Deep Learning
1

Deep Learning & its applications

2

Deep Learning vs Neural Networks

3

Activation Functions

4

Loss Functions

Deep Learning Data Structures
1

Basic Tensor operations

2

NN model training using Pytorch

3

Notebooks on Keras

Feedforward Neural Network
1

FNN architecture

2

Applications & Limitations

Recurrent Neural Network
1

Backpropagation through time (BPTT)

2

Vanishing & Exploding Gradients

3

LSTM & GRU

Text Processing Basics
1

Text Cleaning & Normalization

2

Tokenization

3

Stemming/Lemmatization

4

POS tagging

5

Text Parsing & EDA

6

Text Representation (Bag of Words, TF-IDF)

Word Embeddings
1

Doc2Vec

2

Glove

Seq2Seq Modelling
1

Sentiment Analysis application

2

Deep LeSeq2Seq: Enoder-Decoder Architecturearning vs Neural Networks

Image Captioning
1

Architecture

2

Model training

Transformers
1

Transformers Architecture

2

Self Attention

2

Multi-head Attention

Transformers
1

BERT Architecture

2

RoBERTa

3

AlBERT

4

ELECTRA

5

Fine Tuning BERTs

Bonus Content: Generative AI - Diffusion Models Overview
Capstone Project: Advanced Spoiler Shield with Natural Language Processing

Leverage deep learning and use advanced NLP techniques to accurately identify spoilers in movie and TV show reviews, enhancing user experience on platforms like IMDb.

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Learn Advanced Natural Language Processing with Industry Experts

Are you curious about how machines understand human language? Whether it’s voice-activated assistants like Siri, spam filters in your email, or smart chatbots that help you shop online—these are all powered by Natural Language Processing (NLP) systems.

If you’ve ever wanted to explore this fascinating area of artificial intelligence (AI) but don’t know where to start, Interview Kickstart’s NLP online course is designed just for you. This isn’t just theory — it’s practical, hands-on NLP training that will help you understand and apply advanced concepts to real business tasks. Read More

What Is NLP, and Why Should You Care?

NLP is a branch of Artificial Intelligence that allows computers to interpret, generate, and respond to human language in a way that’s both easy to comprehend and useful. It powers voice recognition in virtual assistants, language translation apps, sentiment analysis tools, and much more.

In simple terms, NLP helps machines read, listen, and even “talk” back in the same way a human would. NLP experts are in demand for industries including tech, finance, healthcare, e-commerce, and many others.

Our NLP classes online take you through foundational concepts to advanced techniques used by innovative corporations such as Google, Amazon, and Meta.

What You’ll Learn in Our NLP Training Course?

This comprehensive NLP online course is built for software engineers, data scientists, and machine learning enthusiasts who want to develop their skills and knowledge of AI. Even if you’re new to NLP, our course begins with the basics before covering:

  • How computers understand the meaning of words and sentences.
  • How to teach machines to find names, places, and important details in text.
  • How to sort text into categories or detect if something is positive or negative.
  • How to help computers understand the order of words in longer pieces of text.
  • How to train machines to write or answer questions in human-like language.
  • How NLP is used in real life for filtering resumes, building chatbots, or improving search results.

Each topic at Interview Kickstart is taught by experienced instructors who’ve worked at leading tech companies. Our NLP training is structured to include one-to-one coaching, lectures, live sessions, coding assignments, and mock interviews to prepare you for technical roles.

Why Choose Our NLP Classes Online?

  • Live and Interactive Learning: Our NLP classes online are not just pre-recorded videos; they’re live and engaging. You’ll learn directly from experienced instructors who are currently working in the tech industry. These sessions allow you to ask questions in real time, get immediate feedback, and interact with other learners just as you would if you were in a physical classroom. It’s a dynamic way to stay motivated and really make sense of the material.
  • Flexible and Convenient: Life is busy, and we get that. That’s why our NLP training is designed to fit easily into your schedule. You can attend live sessions or watch recordings whenever it’s convenient for you. All course materials are accessible online, so you can review lessons, complete assignments, and practice in your own time, from anywhere in the world.
  • Designed to Open Up Career Opportunities: You’ll not only learn advanced concepts but also how to apply them in job interviews, coding challenges, and real-world projects. Whether you’re switching careers, aiming for a promotion, or breaking into AI for the first time, this course gives you the tools and confidence to move forward.

Join Interview Kickstart’s NLP course and take the first step toward mastering one of the most cutting-edge fields in tech. Read Less

Why choose this course?

Market-focused NLP Course

Skills, case studies, and projects that provide exposure to AI/ML applications across industries, giving you a competitive edge in the job market

Flexible Program by FAANG+ NLP Experts

25+ hours of premium video content featuring cutting-edge insights from FAANG+ engineers, offering direct access to industry best practices and emerging trends

Capstone Projects for Hands-on Experience

Complete focus on real-world applications, ensuring you gain practical, job-ready skills in Natural Language Processing

Industry-relevant Concepts and Tools

Learn to apply Neural Architectures, Transformer Architectures, and BERT models, and tools such as Colab, TensorFlow, PyTorch, and Hugging Face

Comprehensive Curriculum

End-to-end coverage of Natural Language Processing designed to cater to everyone from beginners in ML/DS to advanced practitioners

Comprehensive Coaching and Support

Weekly technical coaching sessions with industry veterans, plus 24x7 access to Teaching Assistants, ensuring prompt doubt resolution and continuous learning support

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How to Enroll for Interview Kickstart’s Advanced NLP Course

Learn more about Interview Kickstart and the Advanced NLP Course by joining the free pre-enrollment webinar.

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FAQs

The best way to join the course is to first register for our pre-enrolment session here. You will learn all about the course, its cost, and other useful details.

The Advanced Natural Language Processing Program comprises self-paced classes, i.e. recorded videos. There will be live sessions for assignments and Capstone Project evaluations.

The learners can do the program at their own pace. A commitment of 8-10 hours per week is recommended. This includes time for watching the self-paced videos, completing hands-on assignments, and revisiting key concepts for practice and revision. You can complete the course, including all exercises and projects, in 6 to 8 weeks. Consistent effort will help you stay on track and absorb the material effectively, especially when working through advanced topics like BERT models, Seq2Seq architectures, and transformer-based models.

Participants should have the following prerequisites:
  • Proficiency in Python: A working knowledge of Python is essential, as all assignments and projects require coding.
  • Foundational understanding of ML Mathematics: Mathematical concepts such as Probability, Statistics, Linear Algebra, and Calculus are critical for understanding the machine learning algorithms covered in the course.
  • Strong grasp of Classical ML: Familiarity with ML concepts and models will help learners build on their knowledge and dive deeper into NLP applications.
 
 

You will not find NLP difficult to learn if you are a Data Scientist or ML Engineer. You do, however, need to have knowledge/understanding of Python, Probability, Statistics, Linear Algebra, Calculus, and Classical Machine Learning to be able to excel in this technology.

Our NLP course:
  • Is market-focused, providing exposure to AI/ML applications across industries
  • Teaches you concepts such as Neural Architectures, Transformer Architectures, and BERT models, and tools such as Colab, TensorFlow, PyTorch, and Hugging Face
  • Is designed and taught by FAANG+ NLP and AI/ML Experts who are leading the advancements and trends in this field
  • Is in-depth and comprehensive, covering all aspects of Natural Language Processing
  • Gives you practical, job-ready skills through hands-on assignments and real-world applications
  • Is completely flexible, offering you 25+ hours of premium video content + the opportunity to work on Capstone Projects with FAANG+ instructors
  • Has technical coaching sessions with industry veterans as well as 24×7 access to Teaching Assistants
Throughout the course, you’ll work on hands-on projects that reflect real-world challenges in Natural Language Processing. These projects include text processing, word embedding, and building neural networks for sentiment analysis, image captioning, and Seq2Seq modeling applications. These projects allow you to apply NLP techniques in practical scenarios, such as developing models that handle large-scale text data or building chatbots for customer service. The projects are designed to simulate industry-relevant applications, ensuring you gain practical experience that can be directly transferred to your work.
NLP is a much sought-after skill in Data Scientists and ML Engineers. Here’s how our program helps you land your dream AI/ML job:
  • The comprehensive curriculum covers the latest and best in NLP today.
  • Since it is taught by FAANG+ leaders, you get to learn from people who are at the forefront of revolution in AI tech today. 
  • Our assignments and Capstone Projects ensure that you are able to apply all the concepts you learn in practical, real-world scenarios
NLP and Generative AI overlap when machines generate text that sounds natural, like when AI writes an article, responds to emails, or completes sentences in a chatbot. NLP is the foundation that allows Generative AI to understand and produce language. Example: When ChatGPT creates a story from a prompt, it uses NLP to understand your input and generative AI to produce the story.

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