NLP & GPT-4 Masterclass Real-World Projects for Beginners

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NLP & GPT-4 Masterclass Real-World Projects for Beginners - Courses24h - 11-24-2024

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Free Download NLP & GPT-4 Masterclass Real-World Projects for Beginners
Published 11/2024
Created by Nidia Sahjara
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 60 Lectures ( 5h 28m ) | Size: 3.75 GB

NLP, GPT, and LLMs with AI Projects in Content Creation, Chatbots, Sentiment Analysis. Build An Industry-Ready Portfolio
What you'll learn
Install and Learn to Use OpenAI API & GPT-4 with Python
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.
Analyze market sentiment with News API for financial risk assessment
Build a Financial Investment Risk Tool Using Sentiment Analysis
Learn Named Entity Recognition (NER) and build a cutting-edge RAG fact-checker.
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
No Tedious Anaconda or Jupyter Installs: Use Modern Google Colab Cloud-Based Notebooks for using Python
Linguistics Foundation To Help Learn NLP Concepts
Create An Interactive Storyteller Application With GPT-4, OpenAI API
Requirements
No Tedious Installs
No previous programming knowledge necessary. The lectures slowly explain the python syntax as you code alone with me.
New to Python: you get explanations of the code as you code along with me but not only that - theory slides explain concepts to help you understand what's going on behind the code.
No data science knowledge required: lectures teach how to work with data and key modelling concepts.
No NLP knowledge required. Linguistic concepts are taught to give a strong foundation of NLP even before you get into practical coding. This helps you to grasp NLP modelling techniques and cleaning concepts better.
Description
Master NLP with GPT-4: Practical Projects for BeginnersStep 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.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.
Homepage

Code:
https://www.udemy.com/course/gpt4-nlp-projects-beginners/