Skip to content
learning path

Text Analysis and LLMs with Python

In this course, we’ll focus on developing a clear understanding of how LLMs operate so that you become more confident working with them.
Difficulty: Intermediate
Duration: Up to 17 hours and 54 minutes
Students: 72
Start
Unlock your potentialBuild the skills and confidence you need to make a real impact.
Learn your wayThis content is flexible and engaging so you can take charge of your learning journey.
Showcase your expertiseApply what you've learned to track your progress and strengthen your understanding.
Content overview
About

Content overview

28 steps
There are 11 Courses in this learning path
There are 9 Exams in this learning path
There are 8 Hands-on Labs in this learning path
Difficulty: Intermediate. Duration: 1m.
COURSE
Intermediate
Duration: 1 minute
Course introduction
In this course, we’ll focus on developing a clear understanding of how LLMs operate so that you become more confident working with them. 
Difficulty: Intermediate. Duration: 18m 53s.
COURSE
Intermediate
Duration: 18 minutes and 53 seconds
Overview of large language models
In this lesson, you'll learn what large language models are, along with their core capabilities.
Duration: Up to 2m.
EXAM
Duration: Up to 2 minutes
Knowledge Check: Overview of large language models
Knowledge Check: Overview of large language models
Difficulty: Intermediate. Duration: 35m 5s.
COURSE
Intermediate
Duration: 35 minutes and 5 seconds
Transformer model architecture
In this lesson, we’ll look at the key areas of transformers, including self-attention, positional encoding, and the encoder-decoder structure.
Difficulty: Intermediate. Duration: Up to 1h 30m.
HANDS-ON LAB
Intermediate
Duration: Up to 1 hour and 30 minutes
Text analysis and LLMs - transformer model architecture
Explore transformer model architecture in this hands-on lab environment.
Duration: Up to 2m.
EXAM
Duration: Up to 2 minutes
Knowledge Check: Transformer model architecture
Knowledge Check: Transformer model architecture
Difficulty: Intermediate. Duration: 36m 13s.
COURSE
Intermediate
Duration: 36 minutes and 13 seconds
Using pre-trained language models
Learn about pre-trained language models and the key considerations when building them.
See all