AI Assisted Secure Software Development Training in Singapore

  • Delivery Method: Online Instructor-Led / Classroom Based / Onsite
  • Participation Model: Public Training / Private / In-House Training
  • Duration: 3 Days
  • Level: Fundamentals
  • Price: From SGD 7,450 +TAX
  • Upcoming Date:

This intensive three-day course is designed to help software developers use artificial intelligence effectively and securely within modern software development workflows.

Throughout the training, participants will explore AI-assisted development tools such as GitHub Copilot, Amazon Q, and Tabnine, while gaining practical experience with prompt engineering, AI-supported coding workflows, and the security considerations associated with adopting these technologies.

Hands-on labs give participants the opportunity to build an intelligent application using foundation models, run and deploy machine learning models both locally and in cloud environments, and practise red team techniques to better understand common attacks against AI systems.

The course is designed not only to improve developer productivity but also to provide the practical skills required to build AI-enabled applications and adopt artificial intelligence responsibly and securely within software development environments.


For corporate groups, we can organize this training as an on-site private group.
HAVELSAN
ASELSAN
PepsiCo Türkiye
JTI TÜTÜN ÜRÜNLERİ SANAYİ A.Ş.
ING Bank
DHL
MASTERCARD
Huawei
TotalEnergies
Mercedes-Benz Türk A.Ş.
Goodyear
FORD OTOMOTIV SANAYI A.S.
3M COMPANY
Schneider Electric
Central Bank of Azerbaijan
BP Petrolleri
Procter & Gamble (P&G)
Qatar Foundation
Bank Of China
GlaxoSmithKline (GSK)
MORGAN STANLEY & CO Inc
Novo Nordisk
DEUTSCHE BANK
Azerbaycan Cumhuriyeti Emek ve Ahalinin Sosyal Güvenliği Bakanlığı
ACCENTURE

Prerequisites

Participants should have:

  • A solid understanding of software development principles and practices
  • Experience working with IDEs and version control systems
  • Familiarity with cloud environments such as Azure, AWS, or GCP is beneficial

Who Should Attend

This course is particularly suitable for:

  • Professional software developers and technical leads looking to integrate AI into development workflows
  • DevOps and security engineers who want to understand AI-related risks and defensive techniques
  • Development teams aiming to improve productivity and create intelligent applications using AI
  • Organisations beginning to adopt AI-assisted development tools and workflows

What You Will Learn

By the end of the course, participants will be able to:

  • Explain core AI concepts and their relevance to modern software development.
  • Apply prompt engineering techniques to communicate more effectively with language models.
  • Use AI-assisted development tools to accelerate and streamline coding workflows.
  • Add AI-powered capabilities and services to new or existing applications.
  • Train and deploy machine learning models in both local and cloud environments.
  • Recognise common AI attack techniques, including prompt injection and model jailbreaks, and apply appropriate mitigation strategies.
  • Incorporate AI securely into production-oriented software development processes.

Training Outline

Day 1 – AI Foundations and Developer Productivity Tools

AI in Software Development

  • The impact of AI on the software industry and emerging trends
  • Improving developer productivity with AI
  • Overview of AI-assisted development workflows

The AI Development Tool Landscape

  • GitHub Copilot: features, use cases, and demonstrations
  • Amazon Q Developer: code generation and code security
  • Tabnine: privacy, team collaboration, and coding efficiency
  • Setting up the cloud-based lab environment and introductory exercises

Prompt Engineering Fundamentals

  • Essential prompt engineering techniques and strategies
  • Using SudoLang for structured prompting
  • Managing AI model limitations and hallucinations
  • Guided conversion of natural language into structured prompts


Day 2 – Building AI-Powered Intelligent Applications

Advanced Coding with Copilot

  • Code completion, unit testing, and boilerplate generation
  • Combining prompt engineering with Copilot Chat
  • Practical exercises using unfamiliar environments and frameworks

Comparing AI Tools and Applying Best Practices

  • Using ChatGPT within IDE environments
  • Comparing AI development tools by features and performance
  • Selecting the appropriate AI assistant for different requirements

Application Development with AI Integration

  • Overview of the Fresh Cart project
  • Integrating LLM-based chatbots
  • Prompt routing and orchestration
  • Semantic search and state mutation
  • Logging and self-correction approaches for AI operations

Security in AI Systems

  • Prompt injection risks and practical red team exercises
  • Model jailbreak attacks and defensive techniques
  • Prompt extraction techniques
  • Defensive strategies using ReBuff, Llama Guard, and Lakera


Day 3 – Working with Models and Deployment

Foundation Models and Inference

  • Open-source models including Llama 3 and Stable Diffusion
  • Running models locally and inside containers
  • Hugging Face: Transformers, Pipelines, AutoTrain, and Inference Endpoints

Deploying AI in Cloud Environments

  • Microsoft Azure: OpenAI Studio and hosting
  • Google Cloud: Vertex AI and Model Garden
  • Amazon AI: Bedrock and machine learning toolkits
  • Replicate and Cog for containerised model deployment

Machine Learning Essentials

  • TensorFlow and Keras workflows
  • Model training, tuning, and deployment
  • Serving machine learning models with Docker

Advanced AI Concepts

  • Fine-tuning models with OpenAI, Vertex AI, and AWS
  • Embedding techniques and similarity search
  • Building Retrieval Augmented Generation (RAG) applications
  • Research tools and embedding workflows within the Fresh Cart project

Why Choose Us

Leading UK-based global training provider since 1995.

Experience AI Assisted Secure Software Development in Singapore through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

  • Delivery Method: Online Instructor-Led
  • Participation Model: Public / Private (In-house)
  • Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
  • Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
  • Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
  • Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's professional training experience since 1995.
  • Worldwide Access: Join our live virtual classrooms from Singapore or anywhere else in the world, or arrange a dedicated online training program for your organization.

Experience AI Assisted Secure Software Development through face-to-face Classroom Based training in Singapore. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.

  • Delivery Method: Classroom Based
  • Participation Model: Public / Private (In-house)
  • Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
  • Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
  • Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
  • Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange AI Assisted Secure Software Development in Singapore as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

  • Delivery Method: Onsite
  • Participation Model: Private (In-house)
  • Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
  • Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
  • Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
  • Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
  • Worldwide Onsite Delivery: Arrange the training in Singapore or at another preferred location worldwide. Bilginç IT Academy trainers can travel to your selected location to deliver the dedicated training program.
Contact us for more detail about our trainings and for all other enquiries!

AI Assisted Secure Software Development Training Course in Singapore Schedule

Join our public live virtual trainings remotely from Singapore. Private group trainings can also be organized at your preferred location in Singapore, around your schedule.

For corporate groups, we can organize this training as an on-site private group.
16 October 2026 (3 Days)
Singapore
SGD 7,450 +TAX
18 October 2026 (3 Days)
Singapore
SGD 7,450 +TAX
21 October 2026 (3 Days)
Singapore
SGD 7,450 +TAX
25 October 2026 (3 Days)
Singapore
SGD 7,450 +TAX
31 October 2026 (3 Days)
Singapore
SGD 7,450 +TAX
02 November 2026 (3 Days)
Singapore
SGD 7,450 +TAX
17 November 2026 (3 Days)
Singapore
SGD 7,450 +TAX
22 November 2026 (3 Days)
Singapore
SGD 7,450 +TAX

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