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Advanced NLP

Accelerate your Career

Explore advanced NLP techniques for smarter text analysis, semantic search, and AI-driven SEO. Boost rankings with cutting-edge natural language processing insights

4 Modules
with Certifications
19:58 Hours
of Recorded Content
5.0 Ratings
by 546 Learners
English
Language
Paid Course
Get this Course @ ₹4,999
546 enrolled in this course
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Advanced NLP

Advanced Natural Language Processing (NLP) combines deep learning, machine learning, and linguistic models to enable computers to understand, interpret, and generate human language with remarkable accuracy. It powers applications like semantic search, sentiment analysis, chatbots, and AI-driven SEO by analyzing context, meaning, and intent beyond simple keywords. By leveraging advanced NLP, businesses can optimize content, improve user engagement, and unlock smarter insights from text data, transforming the way humans interact with technology.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Module 1: Python Data Foundations & Machine Learning Basics

NLP Introduction
Working with Data in Python using Pandas
Working with Numpy Arrays
Matplotlib and Seaborn
Sklearn Library (Scaling , Encoding)
SKlearn Library (Null, Outlier Handing)
Sklearn Library (train test, Features Selection)
ML algorithms
Customer Churn Prediction
Predicting the Sales of Products for a FMCG Company
Music Dataset Clustering,PCA

M2

Module 2: NLP Preprocessing & Text Fundamentals

REGEX
Part 1 - Text Preprocessing
Part II - Text Preprocessing
Amazon sentiment classification

M3

Module 3: Deep Learning, Embeddings & Sequential Models

Deep Learning Introduction
Word embeddings theory
Adv Preprocess
RNN, LSTM architecture
Next Word Prediction
Poem Generation
Fake News Classification using Bidirectional LSTM
SEQ to SEQ Models

M4

Module 4: Transformers, LLMs & Generative AI Projects

Text Summarizer
Transformers Architecure
Fine Tuning Pretrained LLM
Chat with any PDF using LLAMA2
Blog Generation LLM
SQL Query LLM
Youtube Video Summarizer LLM

Capstone Project

LLM-Powered NLP Applications

Go from text preprocessing and word embeddings to RNNs, Transformers and LLMs, building apps that chat with PDFs, generate blogs, write SQL and summarise YouTube videos.

PROJECT

Chat with any PDF using LLaMA 2.

Ask questions and get answers grounded in your own documents.

PROJECT

SQL query generator with LLMs.

Turn plain-English questions into working SQL.

PROJECT

YouTube video summariser with LLMs.

Summarise long videos into short, readable notes.

PROJECT

Amazon review sentiment classification.

Classify product reviews as positive or negative.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

Python
Pandas
NumPy
Scikit-learn
NLTK
Regex
TensorFlow / Keras
Hugging Face Transformers
LLaMA 2
Career Impact

After this Course, You will be Able to

Observe the real-world utility outcomes you gain after program completion.

Prepare data with Pandas, NumPy and Scikit-learn and train ML models.
Clean and preprocess text with regex and NLP techniques.
Represent text with word embeddings.
Build RNN, LSTM and sequence-to-sequence models for text generation and classification.
Explain the Transformer architecture and fine-tune pretrained LLMs.
Build LLM apps for PDF chat, blog generation, SQL queries and video summaries.

Course Stats

₹12.35 LPA

Average Salary

₹42 LPA

Highest Salary

135%

Salary Hike

7+ Companies

Hiring Partners

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

Our Awards & Achievements
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What Our Students Say

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Get exclusive lifetime access to coursework, simulators, custom templates, and direct placement opportunities.

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HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

Do I get lifetime access to the course content?

Yes, once enrolled, you have complete lifetime access to all learning materials, recorded videos, and resources.

Will I receive a certificate upon completion?

Absolutely. A globally recognized, industry-vetted digital certificate is provided upon successful completion of the curriculum.

Is there a refund policy?

Yes, we offer a 7-day money-back guarantee if you are not satisfied with the course content or delivery format.

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