Generative AI In Software Development Training Course - United Kingdom

Generative AI in Software Development Training Course Outline

Module 1: Introduction to Generative AI in Software Development

• Role of Generative AI in Modern Software Engineering
• Ethical Considerations in AI-Driven Software Generation
• Key Concepts in AI for Software Development Transformation

Module 2: Fundamentals of Generative AI

• Understanding Neural Networks and Deep Learning
• Natural Language Processing (NLP) in Software Generation
• Data Preparation Techniques for AI Models
• Variants of Generative AI Models

Module 3: Generative AI Principles and Strategies

• Principles of AI-Generated Software Development
• Building Efficient Data Pipelines
• Supervised and Unsupervised Learning in Software Generation
• Model Fine-tuning Techniques

Module 4: Software Development Applications

• Utilising Generative AI for Software Development Projects
• Code Generation for Software Engineering and Automation
• AI-driven Testing and Debugging in Software Development
• Enhancing Efficiency with AI-generated Software Components

Module 5: Ethical AI and Bias Mitigation

• Significance of Ethical AI in Software Development
• Addressing Bias and Fairness in AI-Generated Software
• Regulatory Compliance and Ethical Considerations
• Promoting Ethical AI Practices in Software Engineering

Module 6: AI Interpretability and Explainability

• Interpreting AI-Generated Software Output
• Visualising Model Predictions for Enhanced Understanding
• Incorporating Explainable AI in Software Development Strategies
• Maintaining Transparency and Accountability in AI-driven Software

Module 7: Scaling AI-Driven Software Development

• Strategies for Scaling AI-generated Software
• Distributed Computing and Parallel Processing in Software Development
• Efficient Resource Allocation for AI Models
• Deployment Considerations for High-volume Software Generation

Module 8: Trends and Strategic Planning

• Emerging Technologies and Innovations in AI-driven Software Engineering
• Strategic Planning for Effective AI Integration in Software Projects
• Role of Generative AI in Software Development

Who should attend this Generative AI in Software Development Training Course?

This Generative AI in Software Development Course is designed for a broad range of professionals and individuals interested in harnessing the power of AI-driven Software Development. However, this training will be specifically beneficial for the following professionals:

• AI Engineers
• Software Developers
• Quality Assurance Engineers
• Machine Learning Developers
• DevOps Engineers
• IT Managers
• AI Software Quality Analysts
• AI Compliance Managers

Prerequisites of the Generative AI in Software Development Training Course

There are no formal prerequisites for attending this Generative AI in Software Development Course.

Generative AI in Software Development Training Course Overview

Generative AI is revolutionising the software development field by enabling the creation of new content, code, and solutions through advanced algorithms and machine learning models. This technology is becoming increasingly important as it offers innovative methods to optimise development processes, minimise manual coding, and boost creativity in software engineering.

Understanding generative AI is essential for professionals aiming to stay ahead in the tech industry. It is particularly advantageous for Software Developers, Data Scientists, Ai Enthusiasts, and IT Managers who seek to leverage AI capabilities to enhance productivity and drive innovation within their teams and organisations.

This 1-day training by the Knowledge Academy provides delegates with a thorough understanding of generative AI and its applications in software development. Through hands-on exercises and expert-led sessions, attendees will learn how to implement generative AI techniques to streamline development workflows, improve software quality, and foster innovation.

Course Objectives

• To explore advanced concepts and applications of AI-driven software generation
• To understand ethical considerations and principles in AI-driven software development
• To acquire practical strategies for effective AI-driven software development
• To contribute to bias mitigation in AI algorithms within software development
• To emphasise the importance of ethical AI and maintaining transparency and accountability

Upon finishing this Generative AI in Software Development Course, the delegates are likely to develop extra capabilities and gain practical skills, which will make them specialists able to maintain the Generative AI-controller software development processes. Specific experience in the area tends to benefit job seekers and allow companies to be efficient in their ways of integrating AI technology with software development over time.

What’s included in this Generative AI in Software Development Training Course?

• World-Class Training Sessions from Experienced Instructors
• Generative AI in Software Development Certificate
• Digital Delegate Pack