Course Outline

Introduction to OpenAI API

  • Overview of OpenAI and its mission
  • Introduction to OpenAI's API and its features
  • Understanding the capabilities and limitations of the API

Setting Up and Authenticating with the API

  • Creating an OpenAI account and obtaining API key
  • Authentication methods and best practices
  • Exploring API documentation and resources

Integrating OpenAI Models into Applications

  • Choosing the right model for your application
  • Implementing API requests for text generation and completion
  • Handling input and output data formats

Advanced Usage and Optimization

  • Optimizing model inputs and outputs for specific use cases
  • Working with large datasets and batch processing
  • Implementing caching and rate limiting strategies

Best Practices for AI-Powered Applications

  • Ensuring ethical use of AI models
  • Handling user privacy and data security
  • Monitoring model performance and reliability

Real-World Applications and Case Studies

  • Exploring use cases of AI-powered applications in various industries
  • Case studies of successful implementations
  • Discussion on challenges and lessons learned

Summary and Next Steps

Requirements

  • Basic understanding of AI and machine learning concepts
  • Familiarity with programming languages (Python recommended)
  • Experience with using APIs

Audience

  • Developers
  • Data scientists
  • AI practitioners
 14 Hours

Delivery Options

Private Group Training

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  • Pre-course call with your trainer
  • Customisation of the learning experience to achieve your goals -
    • Bespoke outlines
    • Practical hands-on exercises containing data / scenarios recognisable to the learners
  • Training scheduled on a date of your choice
  • Delivered online, onsite/classroom or hybrid by experts sharing real world experience

Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

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