AI with Python - Natural Language Processing (NLP) & GPT 4

Maximize your NLP capabilities while creating amazing NLP projects in Python.

4.65 (12 reviews)
Udemy
platform
English
language
Data Science
category
instructor
79
students
2 hours
content
Feb 2024
last update
$34.99
regular price

What you will learn

Grasp NLP Fundamentals: Understand the basics of computational linguistics and Python's role in NLP.

Acquire Text Processing Skills: Master techniques for parsing and manipulating text using Python.

Implement NLP Algorithms: Apply advanced algorithms for sentiment analysis, topic modeling, and text classification.

Utilize GPT-4: Leverage GPT-4 for workflow automation and enhanced text analysis.

Create Chatbots and Analyze Sentiment: Build chatbots and tools for detecting sentiment in text.

Visualize Text Data: Employ visualization techniques to reveal insights from text data.

Apply NLP in Real-World Applications: Use NLP skills in diverse scenarios, from customer service to social media analysis.

Integrate Machine Learning: Combine machine learning with NLP for detailed data analysis.

Understand Ethical NLP Use: Recognize ethical considerations in NLP application.

Prepare Datasets for NLP: Efficiently prepare and process data for NLP model training.

Extract Open-Source Data: Extract and use open-source data effectively in NLP projects.

Description

Elevate Your Career with Cutting-Edge AI: Master NLP & Python for Transformative Real-World Solutions

Step into the forefront of technological innovation by mastering Natural Language Processing (NLP) with Python, the cornerstone of modern computational linguistics, artificial intelligence, and seamless human-computer interaction. This meticulously crafted course is designed to imbue professionals with the power to teach machines the art of understanding human language through state-of-the-art machine learning techniques.

Embark on a captivating educational odyssey through the realms of text processing, starting from the essential skills of parsing speech elements to the exploration of sophisticated subjects such as sentiment analysis, neural network-based text generation, and revolutionary data visualization methods. Initiate your journey with an immersive introduction to NLP, diving deep into varied NLP methodologies and engaging in practical Python projects to master dataset preparation for cutting-edge NLP models.

Advance further into the world of NLP with detailed exploration of innovative algorithms and visualization strategies. Learn to extract and leverage open-source data, refine document summarization techniques, and craft compelling random text generators. The course’s pinnacle projects include designing advanced chatbots that not only converse but also analyze emotions in text, offering practical insights into customer sentiment through reviews or social media feeds.

Experience the Future: Unlocking Efficiency with GPT-4

In an era where data scientists are pressed for time, the efficiency of data extraction and analysis is paramount. The introduction of ChatGPT and its evolution to GPT-4 marks a revolution in how professionals streamline workflows, fostering a culture of innovation and model excellence. This course segment delves into the capabilities of GPT-4 versus GPT-3.5 through hands-on prompts, providing a comparative insight into how GPT-4’s advancements can revolutionize time management and analytical precision in real-world applications.

Bridging the Human-Computer Divide: Sensory Processing and Beyond

Explore the parallel processing capabilities of humans and computers, understanding how specialized software and hardware work in tandem to interpret complex data inputs. This course offers a deep dive into the processes of converting diverse inputs into actionable insights, employing both unsupervised and supervised learning models for comprehensive topic analysis and precise short text evaluations, such as tweet sentiment analysis.

With an emphasis on practical application, students will gain proficiency in developing sophisticated chatbots using tools like NLTK and Rasa, alongside innovative techniques for text data visualization. This journey through NLP will equip you with a formidable arsenal of skills, ready to unlock new possibilities in a myriad of professional landscapes.

By the end of this transformative NLP course, you will have mastered the essential tools and techniques of text processing, opening doors to a plethora of powerful applications in the real world. Prepare to be enchanted by the possibilities as you join a community of forward-thinking professionals in this dynamic field.

Content

Welcome

Introduction

Getting Started with This Course

Introduction
Learn How to Work with Unicode

Learn to Convert Text To Symbols

Introduction
Text To Symbols - Splitting Sentences
Text To Symbols - Filtering Stop Words

Python - Going Subsymbolic

Introduction
Learn About Word Vectors
Learn About Google Word Vectors
Subsymbolic - Learn Word Vectors

Learn About the Structure of Text

Introduction
Learn and Understand Sentence Head
Learn and Understand Named Entities

Machine Learning - Determining How the Writer Feels

Introduction
Machine Learning - Sentiment In VADER

Machine Learning - Making Decisions

Introduction
Classification with TextBlob
Classification with scikit-learn

Machine Learning - Identifying Discussed Topics

Introduction
Learn About LDA Gensim
Learn About LDA pyLDAvis

Machine Learning - Toward Machine Reading

Introduction
Learn About pyspotlight
Learn About FRED

Summary

Course Summary
Course Material & Source Code

Screenshots

AI with Python - Natural Language Processing (NLP) & GPT 4 - Screenshot_01AI with Python - Natural Language Processing (NLP) & GPT 4 - Screenshot_02AI with Python - Natural Language Processing (NLP) & GPT 4 - Screenshot_03AI with Python - Natural Language Processing (NLP) & GPT 4 - Screenshot_04

Reviews

Kaley
September 26, 2021
Half way through and have learned a tremendous amount. For me the pace has been perfect and his explanations are very clear. And I have to say it's really worth every minute I've spent.
Walter
September 26, 2021
EXCELLENT COURSE! WELL SEQUENCED. WELL ORGANIZED. CLEAR AND PRECISE INSTRUCTIONS BUT MOST IMPORTANTLY, VERY KNOWLEDGEABLE ABOUT HIS WORK. WELL DONE!
Thomas
September 26, 2021
I highly recommend the course! All subjects are well described and explained. The quality of this is quite impressive (explanations, images, animations), so it makes it pretty easy to understand the concepts and logic behind each topic.
Tim
September 26, 2021
This part of course is solved my problem which i am facing from last two weeks i was stucked in one issue there from more than 2 weeks, and it is a great match for my needs, gives me all the information I require. thanks
Robert
September 24, 2021
Fantastic course. Incredible value for the price. I think the instructor covers and explains the necessary topics in the right depth, the explanations of the materials are also very 'digestible'. Highly recommended for people who are starting in the world of NLP.
James
September 24, 2021
This was one of the best courses I've ever taken on Udemy. A lot of information here to absorb and practice. Builds from basic to more complex. Well worth the time and effort. The instructor is very clear and concise in explaining and showing good examples that will help to learn and understand more about NLP. The instructor makes it a point to discuss potential errors that may occur which I find very useful. The material was comprehensive and well-presented. But more than that, I valued the little personal moments the instructor shared. It made me feel connected to the lecturer as if he were teaching me in real life. I'd recommend this course for anybody wanting to learn NLP.
Mark
September 24, 2021
Great in-depth NLP course. Clear and concise. I really like the to the point explanation for each topic, it makes me understand the brief concepts but still leave some space for me to explore it myself. Things are taught with so much easy and fun that learning stuff was so much fun. I would totally recommend this course to anyone!
Michael
September 24, 2021
It is a great course which provides all basic understanding required to get started with NLP. Instructor is amazing with all the explanation provided along with presentation material which is quite handy to review all the concepts whenever needed. This course is must for anyone trying to dive in for NLP, also for people who are willing to get familiar with the topic.

Charts

Price

AI with Python - Natural Language Processing (NLP) & GPT 4 - Price chart

Rating

AI with Python - Natural Language Processing (NLP) & GPT 4 - Ratings chart

Enrollment distribution

AI with Python - Natural Language Processing (NLP) & GPT 4 - Distribution chart
4314410
udemy ID
9/23/2021
course created date
10/7/2021
course indexed date
Bot
course submited by