Spring AI: Beginner to Guru

Overview

Traditionally accessing Artificial Intelligence Models, such as OpenAI's ChatGPT, has been the domain of programming languages Python and Javascript.

Syllabus

• Introduction to Artificial Intelligence
Overview of AI and Its Applications
History and Evolution of AI
• Understanding AI Models
Types of AI Models
Key Concepts: Machine Learning vs. Deep Learning
• The Role of Python and JavaScript in AI
Introduction to Python for AI
Introduction to JavaScript for AI
• Setting Up Your Development Environment
Installing Python and Relevant Libraries
Setting Up Node.js and JavaScript Libraries
• Python for AI: Beginner to Advanced
Basics of Python Programming
Key Libraries: NumPy, Pandas, Matplotlib
Introduction to Machine Learning with Scikit-Learn
Developing Simple AI Models
• JavaScript for AI: Beginner to Advanced
Basics of JavaScript Programming
Using TensorFlow.js for AI Applications
Building Simple AI Applications in JavaScript
• Accessing AI Models with APIs
Understanding APIs in AI
Using REST and GraphQL for AI Integrations
Accessing OpenAI's API
• Creating AI Applications with OpenAI's ChatGPT
Overview of OpenAI's GPT Models
Setting Up and Using the ChatGPT API
Developing a Simple Chatbot
• Beyond Basics: Advanced AI Concepts
Neural Networks and Deep Learning
Ethical and Responsible AI
• Capstone Project
Planning and Designing Your AI Application
Implementation and Development
Testing and Deployment Strategies
• Course Summary and Future Directions in AI
Reviewing Key Concepts
Exploring New Trends in AI and Emerging Technologies
• Final Assessment and Certification
Knowledge Assessment
Practical Project Evaluation

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Taught by

John Thompson • 500,000+ Enrollments Worldwide

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Subjects

Programming