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A.I Intro: To GPT Models

Name: A.I Intro: To GPT Models
SKU: it_aiigptdj_01_enus

SKU it_aiigptdj_01_enus

Price

$499.00

Generative Pre-trained Transformer (GPT) models are advanced artificial intelligence (AI) systems designed to understand and generate human-like text based on the information they've been trained on. These models can perform a wide range of language tasks, from writing stories to answering questions, by learning patterns in vast amounts of text data.

Quantity

Course Details:

In this course, you will dive into the world of GPT models and the foundational models that are pivotal to the development of the GPT-n series.

You'll gain an understanding of the terminology and concepts that make GPT models outstanding in performing natural language processing tasks.
Next, you will explore the concept of attention in language models and explore the mechanics of the Transformer architecture, the cornerstone of GPT models.
Lastly, you will explore the details of the GPT model. You will discover methods used to adapt these models for particular tasks through supervised fine-tuning (SFT), reinforcement learning from human feedback (RLHF), and techniques such as prompt engineering and prompt tuning.

This course contains 12 modules:

Course Overview
What is GPT?
Foundation Models & the GPT-n Series
Attention is All You Need
Understanding the Transformer Architecture (PT1)
Understanding the Transformer Architecture (PT2)
Understanding the GPT Model
Understanding Foundation Models
Model Alignment - Supervised Fine-Tuning (SFT)
Model Alignment - Reinforcement Learning from Human Feedback (RLHF)
Prompt Engineering & Prompt Tuning
Course Summary

Digital Product Notice:

This is a Digital Product!
After course purchase, you'll receive your credentials via email to access the online Student Portal to view your course material.

Refund/Exchange Policy:

Our online courses are digital products that will be delivered via online access through our Student Portal.

Digital products are ineligible for refunds or exchanges.

Course ID Code:

ID: [it_aiigptdj_01_enus]
*to be used for course registration*

Recommended Experience:

Beginner Level

This course is suitable for everyone, including students, professionals, and enthusiasts.

Flexible Schedule

Learn at your own pace!

Certificate of Completion

Earn a Professional Career Certification from the State University of New York.

Course
Overviews & Objectives

Install Anaconda Python on Windows & MacOS
Execute commands on the Python shell.
Perform basic math operations.
Execute arithmetic operations on variables.
Work with built-in functions.
Create & use complex data types (lists, tuples, sets, etc.)
Perform type conversions.
Create strings with various quotes.
How to perform basic math and logical operations in Python.
Create Python variables and see how you can assign and access values stored in these variables.
Use built-in functions in the core Python programming language to perform simple calculations and operations.
Explore strings in Python work, creating strings using single, double, and triple quotes depending on the use case.
Examine the use of complex data types, such as lists, tuples, sets, and dictionaries.
When you're finished with this course, you'll be able to execute simple Python commands on Jupyter notebooks.

Overview:

In Module #1, you'll learn the basics of Python and its philosophy, setting up Python, and writing a basic program with built-in data types, loops, and conditionals.

Objectives:

Setting Up
A Basic Program
Data Types
Sequence Types
Collection & Mapping Types in Python
Loops & Conditionals
Practice: Writing a Python Program

Overview:

Python is a lot more than a scripting language, and can be used to create OOP applications using classes, or using a functional paradigm.

This module covers some of the ways Python programs can execute. You'll learn about building your own custom functions and classes, and documentation and file handling.

Objectives:

Modules & Functions
Classes
Documenting Code
Files
Practice: Creating Classes

Course
Overviews & Objectives

Install Anaconda Python on Windows & MacOS
Execute commands on the Python shell.
Perform basic math operations.
Execute arithmetic operations on variables.
Work with built-in functions.
Create & use complex data types (lists, tuples, sets, etc.)
Perform type conversions.
Create strings with various quotes.
How to perform basic math and logical operations in Python.
Create Python variables and see how you can assign and access values stored in these variables.
Use built-in functions in the core Python programming language to perform simple calculations and operations.
Explore strings in Python work, creating strings using single, double, and triple quotes depending on the use case.
Examine the use of complex data types, such as lists, tuples, sets, and dictionaries.
When you're finished with this course, you'll be able to execute simple Python commands on Jupyter notebooks.

Overview:

In Module #1, you'll learn the basics of Python and its philosophy, setting up Python, and writing a basic program with built-in data types, loops, and conditionals.

Objectives:

Setting Up
A Basic Program
Data Types
Sequence Types
Collection & Mapping Types in Python
Loops & Conditionals
Practice: Writing a Python Program

Overview:

Python is a lot more than a scripting language, and can be used to create OOP applications using classes, or using a functional paradigm.

This module covers some of the ways Python programs can execute. You'll learn about building your own custom functions and classes, and documentation and file handling.

Objectives:

Modules & Functions
Classes
Documenting Code
Files
Practice: Creating Classes

Frequently Asked Questions

You will receive a username & password to access the Student Portal and view your course material.

Please allow 24-48 hours for your student registration and credentials to be assigned.
Upon course completion, you will be mailed a Professional Career Certification from the State University of New York.

A.I Intro: To GPT Models

Course Details:

Digital Product Notice:

Refund/Exchange Policy: