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Course Outline
Module 1: Introduction to GPT-3 and its capabilities
- Overview of GPT-3 and its language processing capabilities
- Comparison of GPT-3 with other language models
- Understanding the input and output format of GPT-3
Module 2: Building a basic chatbot using GPT-3
- Setting up the development environment
- Connecting to the GPT-3 API
- Implementing a basic chatbot using GPT-3
- Testing and debugging the chatbot
Module 3: Advanced features of GPT-3
- Fine-tuning GPT-3 for specific tasks
- Using GPT-3 to generate responses with specific attributes (e.g. sentiment, tone)
- Incorporating context into GPT-3's responses
Module 4: Training GPT-3 on custom datasets
- Understanding the format and structure of training data
- Preparing and cleaning custom datasets
- Fine-tuning GPT-3 on custom datasets to improve performance
- Evaluating the performance of GPT-3 on custom datasets
Module 5: Deploying and maintaining a GPT-3 chatbot
- Best practices for deploying a GPT-3 chatbot
- Monitoring and troubleshooting a GPT-3 chatbot
- Updating and maintaining a GPT-3 chatbot
Module 6: Case studies and real-world examples
- Examples of chatbots built using GPT-3
- Discussion of the challenges and considerations in building chatbots with GPT-3
- Opportunities and future directions for GPT-3 chatbots
Module 7: Project work
- Applying the knowledge learned in the previous modules to develop a final project
- Guided by the instructor for the final project
- Presentation of the final project
The course could also include additional features such as hands-on coding exercises, quizzes, and opportunities for students to work on their own projects and receive feedback from the instructor.
Requirements
- Familiarity with basic programming concepts such as variables, loops, and functions
- Familiarity with at least one programming language, such as Python or JavaScript
- Basic understanding of natural language processing (NLP) concepts
- Basic understanding of machine learning concepts
- Familiarity with API's and web development concepts
- A laptop with internet access
- Basic knowledge of chatbot development or conversational agents is a plus but not a must.
Testimonials
There was a lot of information and a lot of real world examples that helped to better explain the content from the optaplanner userguide. If we ever had issues understanding something or wanted further information into certain topics he was happy to look into it and get back to us after a break or the following lecture. The option to focus in on areas we were more interested in was super useful.
Exel Computer Systems plc
The training definitely backfilled some of the gaps in my knowledge left by reading the OptaPlanner userguide. It gave me a good broad understanding of how to approach using OptaPlanner in our projects going forward.
Terry Strachan - Exel Computer Systems plc
The discussions to broaden our horizons
FAB banak Egypt
The course is very interesting being the main focus nowdays
mohamed taher - FAB banak Egypt
Ahmed was very interactive and didn’t mind answering any kind of questions Well presentation and smooth flow of the course
Mohamed Ghowaiba - FAB banak Egypt
Helpful and good listener .. interactive
Ahmed El Kholy - FAB banak Egypt
Subject presentation knowledge timing
Aly Saleh - FAB banak Egypt
Learning new language.
FAB banak Egypt
Los ejemplos que nos ponía.
JONATHAN MARIANO, si
los experimentos
JONATHAN MARIANO, si
Los ejercicios y ejemplos expuestos.
Marcos - JONATHAN MARIANO, si
Los temas de Machine Lerning.
Víctor Edgar - JONATHAN MARIANO, si
La actitud del.profe
Ivonne Guadalupe Avendaño Hernandez - JONATHAN MARIANO, si
Los conceptos enseñados fueron claros, prácticos y ayudan mucho en hacerse una idea de como utilizar este tema de IA & ML
Miguel - JONATHAN MARIANO, si
La experiencia y conocimientos del instructor.
SERGIO BRAVO - JONATHAN MARIANO, si
Quizá algo de practica.
Hilario García - JONATHAN MARIANO, si
uno de las practicas
JONATHAN MARIANO, si
El conocimiento y manejo del tema del instructor
Zaira N. - JONATHAN MARIANO, si
lo innovador porque es algo que ya lo estamos viviendo.
jesus isaias - JONATHAN MARIANO, si
A lot of exercises and chances to test different features. Good introduction to Azure AI applications.
EY GDS
Exercises & hands-on labs!
EY GDS
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