The Complete NLP & GPT-4 Course: Real-World Python Projects

The Complete NLP & GPT-4 Course: Real-World Python Projects | Udemy [Update11/2024]
English | Size: 7.5 GB
Genre: eLearning

Accredited Badges in Prompt Eng, ChatGPT, RAG++, NLP. Subtitles: English, Spanish, Hindi, Mandarin, French, Arabic

What you’ll learn
All lectures have Subtitle options: English, Mandarin, Spanish, French, Hindi, Arabic
Project: Make A Recipe Generator As you Learn to Get, Install and Use OpenAI’s API & GPT-4 with Python
Project : Create An Interactive Storyteller Application With GPT-4, using OpenAI API with Python. Understand How GPT Works: Apply The Math of Self-Attention
Project: Create Personalized Marketing Campaigns with Python and GPT-4
Project : Calculate Financial Risk for investing in companies like Tesla, NIO, by analyzing market sentiment with news data. Apply NER and SpaCY Models
Project: Scrape A Website Using Beautiful Soup To Gather Data And Create Your Own Dataset of Book Reviews
Project: Custom Chatbot For Online Bookstore Using OpenAI API and GPT-4. Train your chatbot on the scraped data that you obtained from the project before
Project: Make A Travel Itinerary to learn about RAG++ & LLM integration, with Python
Project: Netflix Recommendation System
Project: Use Spacy In A Name Entity Recognition Practical, Using Python in Google Colab
Get Accredited Badges To Use on LinkedIn To Showcase Skills In Python, NLP, Sentiment Analysis, GPT, Transformers, Hugging Face
Learn to craft personalized marketing content using Python and GPT-4, creating tailored messages that resonate with different customer personas for campaigns
Learn The Logic & Math Formulas Behind GPT
Master NLP fundamentals and advanced transformer models like GPT-4 to power real-world AI solutions.
Use OpenAI API to create interactive chatbots and generate engaging content.
Libraries: Hugging Face, NLTK, SpaCy, Keras, Sci-kit Learn, Tensorflow, Pytorch
Deep Learning: Neural Networks, RNN, LSTM Theory & Practical Projects
Cosine-Similarity & Vectors
A Python Guide Chapter For Beginners – Learn Python Fundamental Basics like: what is a Function, a Library
No Tedious Anaconda or Jupyter Installs: Use Modern Google Colab Cloud-Based Notebooks for using Python
Linguistics Foundation To Help Learn NLP Concepts
Use Matplotlib to Output A Visual Graph To Illustrate Financial Risk of Investing In Companies

Master NLP with GPT-4: Practical Projects for Beginners

Step into the exciting world of Natural Language Processing (NLP) with Master NLP with GPT-4! This course is designed for beginners who want to understand and apply the latest AI technologies in real-world scenarios. You will explore hands-on projects, using cutting-edge models like GPT-4, in practical, engaging ways. From creative storytelling to financial analysis, this course covers it all.

Closed Captions:

All lectures have the Subtitle options:

English
Mandarin
Spanish
French
Hindi
Arabic

Badges:

You will earn accredited badges for key skills that you can showcase on LinkedIn.

What You Will Learn:

Understand the fundamentals of NLP, including key concepts like tokenization, embeddings, and attention mechanisms.
Gain a deep understanding of transformer models and explore the math behind GPT, including attention, gradient loss, and Markov Models.
Learn how to use OpenAI’s API in hands-on projects such as a Creative Recipe Generator and a Custom Chatbot for Small Businesses.
Master tools like SpaCy for Named Entity Recognition (NER) and explore sentiment analysis using News API to perform financial risk analysis.
Develop a Custom Marketing Content Generator using GPT-4 to target specific audiences with engaging messaging.

Hands-On Projects:

Create an interactive, AI-powered storytelling experience.
Build a practical chatbot using data from the Bookstoscrape website.
Perform financial risk analysis using sentiment analysis on news articles.
Develop a fact-checking tool using Retrieval-Augmented Generation (RAG++).
Generate customized marketing content for small businesses.
Dive into transformer architecture and concepts like self-attention using creative analogies and projects.

Throughout this course, you’ll work through practical examples—from setting up Google Colab and learning Python basics to developing advanced AI-driven applications. You’ll earn accredited badges for key skills and a completion certificate to boost your portfolio, making you ready to take on real-world challenges in machine learning and NLP.

Enroll today to embark on a rewarding journey, add hands-on AI projects to your portfolio, and step confidently into the ever-growing field of NLP and machine learning!

Who this course is for:

Anyone interested in exploring the world of NLP and Generative AI – This course is perfect for those curious about how language models like GPT-4 work and how they can be applied in the real world.
Business professionals and marketers – Learn to leverage NLP for analyzing customer sentiment, generating custom marketing content, and improving decision-making. Can help at interviews & job promotions.
Beginners in Python or Data Science – If you’re planning to take an advanced NLP or data science course but feel intimidated, this foundational course will help you confidently catch up.
Global Audience as Captions/subtitles include English, Mandarin, Spanish, French, Hindi, Arabic

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