Generative AI - Natural Language Processing Bootcamp 2024 | Udemy [Update 02/2023]
English | Size: 7 GB
Genre: eLearning[/center]

Generative AI Mastery with NLP LLM: Create Chatbots, RASA, ChatGPT, BERT, Transformers, Prompt Engineering Mastery

What you'll learn
Text Preprocessing using NLTK and Spacy
How to work on NLP pipeline
Perform Tokenization
Stemming & Lemmatization
Apply Word Embeddings
NLP Pipeline for various tasks
Named Entity Recognition
Text Summarization
Building an Enterprise Grade Chatbot with Dialogflow
Building a project on Twitter Tweets
Build Chatbot with RASA with Advanced Integration
Deep Learning for Sequence Data
Transformer NLP Architecture
ChatGPT
BERT Model
Hugging Face Transformers

Embark on an Exhilarating NLP Journey: From Zero to Hero in Practical Natural Language Processing

Unleash the immense potential of Natural Language Processing (NLP) with our comprehensive course, meticulously crafted to transform you from a novice to a master in text processing, chatbot development, and cutting-edge techniques like BERT and Transformer NLP Architecture.

Why Choose This Course?

1. Empowering Your NLP Mastery:

Navigate the intricate world of NLP, understanding its profound impact on human communication.

Harness NLP's potential to build applications for seamless human interaction, enhanced efficiency, and automation of tedious tasks.

2. Accelerating Career Opportunities:

Elevate your career in software development, data science, and marketing by mastering the interdisciplinary and rapidly growing field of NLP.

Open doors to diverse industries seeking NLP expertise, from software development to marketing.

3. Benefits of NLP Learning:

Gain a profound understanding of human communication dynamics through NLP.

Develop applications that enhance human interaction and task automation.

Automate tedious tasks such as information extraction from unstructured text data.

Improve the usability of search engines and information retrieval systems.

Unlock career opportunities in software development, data science, marketing, and more.

4. A Unique Learning Experience:

Explore a meticulously designed curriculum that caters to practitioners seeking in-depth knowledge of NLP.

Progress through essential topics, building a solid foundation for advanced techniques.

5. Key Topics Covered:

Text Processing Fundamentals:

Dive into crucial aspects such as text preprocessing, NLP pipeline, tokenization, stemming, lemmatization, word embeddings, and NLP pipeline for various tasks.

Enterprise-Grade Chatbot Development with DialogFlow:

Build a robust chatbot using Google Cloud Platform's service - DialogFlow.

Leverage advanced machine learning models seamlessly with a few clicks for immediate implementation.

Twitter Project - Real-time Data Extraction and Analysis:

Engage in an end-to-end project using the Tweepy library to extract, mine, preprocess text data from Twitter.

Create real-time word clouds based on live tweets, providing practical, hands-on experience.

RASA Chatbot with Advanced Integration:

Explore Rasa, an open-source chatbot framework, for building contextual assistants.

Implement Rasa from scratch, integrating it with Slack channels and enabling functionalities such as retrieving news from the New York Times website.

Deep Learning for Sequence Data:

Move beyond traditional machine learning, delving into deep learning neural networks.

Explore the latest advancements in NLP research, including recurrent neural networks, LSTM neural networks, and attention mechanisms for encoder-decoder architecture.

Transformer NLP Architecture:

Witness the transformative impact of transformer NLP architecture on solving natural language tasks.

Understand how businesses leverage this technology for extracting meaningful insights from large volumes of text data.

Revolutionary ChatGPT Technology:

Grasp the essence of ChatGPT, a revolutionary AI technology automating mundane business tasks.

Learn the intuition behind ChatGPT and its applications in customer support, onboarding, training, sales, and marketing.

BERT Model - Unveiling Core Architectures:

Explore BERT (Bidirectional Encoder Representations from Transformers), a groundbreaking AI designed for profound understanding of natural language.

Delve into sentiment analysis, question-answering, and text summarization using the core architecture of BERT.

Hugging Face Transformers:

Navigate the realm of Hugging Face transformers, a platform offering access to state-of-the-art pre-trained models.

Implement these models hands-on, gaining insights into the latest advancements in NLP.

6. Seize the Learning Advantage:

Benefit from a practitioner-led course that ensures hands-on learning and practical insights.

Stay ahead in the ever-evolving NLP landscape with a comprehensive curriculum designed for seamless progression.

7. Take the Leap into a Transformative NLP Future:

Experience the thrill of going from zero to hero in Practical Natural Language Processing.

Invest in your future with a course that not only imparts knowledge but also cultivates practical skills.

Don't miss this chance to elevate your proficiency in NLP. Click the "Enroll Now" button and be part of a transformative learning journey. Every second counts, and the opportunity to become an NLP hero awaits.

Who this course is for:
Anyone who wants to learn natural language processing (NLP)
Anyone interested in artificial intelligence, machine learning, deep learning, or data science
Anyone who wants to build Advanced NLP models and implement in a project
Anyone who wants to create Enterprise Grade Chatbots

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