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KHDA

Applied AI for Software Developers Certification in Bahrain

Build real-world AI tools with hands-on projects

Learn from expert instructors with industry credentials

Unlock career growth with AI development skills

Get certified and boost your professional credibility

Flexible learning options that fit your schedule

Master AI frameworks like LangChain and LlamaIndex

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3259 EnrolledEnrolled Learners

Overview

What will you learn from us:

  • Master AI toolchains like LangChain, LlamaIndex, and OpenAI API for app development
  • Build AI-driven CLI tools, prompt-response models, and summarizers using real data
  • Implement vector embeddings, RAG systems, and document-based AI assistants in apps
  • Gain practical experience with API management, rate limits, and response parsing techniques
  • Develop fine-tuned AI models using PEFT and Hugging Face for personalized tasks
  • Achieve the Applied AI for Software Developers Certification and enhance career opportunities

Upcoming sessions

Curriculum

1

**Install:** VS Code LLM plugins, Postman, LangChain/Transformers libraries

2

**Setup:** API keys (OpenAI, Hugging Face, Gemini)

3

**Test:** Minimal “Hello LLM” prompt-response from terminal & playground

4

**Hands-on:** Create a CLI tool that consumes an LLM prompt via API

1

Real-world architecture patterns:

2

Prompt → API → UX, Prompt → VectorDB → Context → Output

3

Understanding Model Capabilities: Reasoning, Creativity, Memory

4

Responsible AI: Model trustworthiness, hallucination handling

1

RESTful APIs: OpenAI, Gemini, Cohere, Claude

2

Rate limits, token management, API costs

3

Prompt composition in code (Python/JS)

4

Response parsing and retry logic

5

Streaming vs synchronous models

1

Prompt templates, chaining, few-shot prompting

2

Zero-shot vs prompt tuning vs fine-tuning: When to use what

3

Prompt structure: Inputs, Instructions, Examples, Format hints

4

Output validation using regex/schema (Pydantic)

1

LangChain: Chains, Agents, Memory

2

LlamaIndex: Document loaders, indexes, query engines

3

Tool/agent orchestration vs simplicity tradeoffs

4

Connecting data: PDFs, SQL, Web Pages

1

Embeddings explained: cosine similarity & search

2

Tools: OpenAI embeddings, Hugging Face, Instructor

3

Vector DBs: ChromaDB, Pinecone, Weaviate – which one and why?

4

Chunking strategies, metadata filters, scoring strategies

5

Evaluation: Recall, relevancy, hallucination control

1

Frontend-first vs API-first vs CLI-first strategies

2

Streamlit: Fast UIs for internal demos

3

Gradio: Interactive models for PoCs

4

FastAPI: Secure, scalable, testable endpoints

5

Bonus: Dockerization + CI/CD tips for AI apps

1

LoRA, PEFT, QLoRA – tuning without burning your GPU

2

Hugging Face: Model hub, datasets, trainers

3

Fine-tune vs. Retrieval-Augmented vs. Prompt Templates

4

Budgeting: Compute cost vs performance gain

5

Deployment options: AWS, Hugging Face Inference, GCP

1

Integrating LLMs in React apps using OpenAI SDK

2

Flutter AI workflows: Dart + HTTP + Cloud APIs

3

Prompt UX patterns: dynamic autofill, summarizers, assistants

4

Edge computing for AI (e.g., Ollama, Mistral on device)

1

Token budgeting: Prompt cost per feature pattern

2

Monitoring LLM APIs: Logs, quality metrics, latency

3

Bias, hallucination, and harmful response filters

4

Model comparison (GPT-4 vs Claude vs Cohere vs Mistral)

5

Cost control patterns: Dynamic model fallback, temperature tuning

1

Resume Matcher: RAG-based resume-to-JD matcher

2

Code Annotator: JS plugin for live code explanations

3

AI Doc Assistant: Open-source markdown doc Q&A bot

4

Dev CLI Agent: Chat-style AI CLI command generator

5

Copy Generator: AI for personalized product copywriting

6

Enable CI/CD for AI pipelines, add A/B prompt testing, or deploy via Hugging Face Spaces

Meet your Trainer

Our Trainers

Learners Point has a reputation for high-quality training that makes a difference in people's lives. We undertake a practical and innovative approach to working closely with businesses to improve their workforce. Our expertise is wide-ranging with ample support from our expert trainers who are globally recognized and hold a diverse set of experiences in their field of expertise. We are proud of our instructors who take ownership of our distinctive and comprehensive training methodologies, help our students imbibe those with ease, and accomplish gracefully.

We at Learners Point believe in encouraging our students to embark upon a journey of lifelong learning and self-development, with the aid of our comprehensive and distinctive courses tailored to current market trends. The manifestation of our career-oriented approach is what we assure through a pleasant professional enriched environment with cutting-edge technology, and an outstanding while highly acknowledged training staff that uses up-to-date methodologies and quality course material. With our aim to mold professionals to be future leaders, our industry expert trainers provide the best in town mentorship to our students while endowing them with the thirst for knowledge and inspiring them to strive for professional and human excellence.

Our Trainers

Learning Outcomes

Upon finishing the training, you will:

  • 1

    Master LangChain and LlamaIndex for building AI-driven tools and applications

  • 2

    Implement RAG systems and vector embeddings to enhance AI model performance

  • 3

    Develop and fine-tune models using PEFT and Hugging Face for personalized tasks

  • 4

    Gain hands-on experience with OpenAI API, building scalable AI applications

  • 5

    Design AI-driven solutions using prompt engineering, model optimization, and API management

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    Ready to get started?

  • Learners Point Certificate

    Earn a Course Completion Certificate, an official Learners Point credential that confirms that you have successfully completed a course with us.

    Certifcate-Image0

    KHDA Certificate

    Earn a KHDA attested Course Certificate. The Knowledge and Human Development Authority (KHDA) is the educational quality assurance and regulatory authority of the Government of Dubai, United Arab Emirates.

    Certifcate-Image1

    Overall ratings by our students

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    Frequently asked questions

    Applied AI for Software Developers Certification enables developers to incorporate AI into practical software projects. The course covers essential tools and techniques such as LangChain, GPT, and fine-tuning of AI models, allowing you to integrate AI into your software development workflow. This certification enhances your CV and makes you a sought-after candidate in the IT sector, particularly in Dubai, UAE, and other regions.

    The Applied AI for Software Developers Certification helps you develop and incorporate AI-powered tools into your existing applications. You will learn to use advanced AI libraries such as LangChain, LlamaIndex, and the OpenAI API to create AI solutions like document-based assistants and summarisers. The certification enables you to add the latest AI features to your applications, giving you a more competitive edge in AI development.

    As a recent graduate, the Applied AI for Software Developers Certification offers practical training and the necessary skills to start a career in AI development. With knowledge of tools like PEFT and Hugging Face, you will gain experience in building scalable AI applications, making you more prepared for roles such as AI Developer, Machine Learning Engineer, or Data Scientist. This certification will help you stand out in a competitive job market and enable you to pursue career growth opportunities within AI.

    The Applied AI for Software Developers Certification course offers flexible learning options where learners can choose between instructor-led and self-paced modes. The course duration varies depending on the mode, but typically, it takes a few weeks to complete, subject to your learning pace and timetable.

    The training method incorporates several advanced AI technologies such as LangChain, LlamaIndex, OpenAI API, PEFT, and Hugging Face. Professionals will also learn to build AI-powered tools, deploy vector embeddings, design RAG systems, and fine-tune AI models for specialised tasks, all through real-world projects and practical training.

    Unlike other certifications that focus solely on theoretical concepts, the Applied AI for Software Developers Certification emphasizes practical, hands-on experience in AI applications. Competitors offer introductory AI courses, but our certification ensures you can implement AI solutions directly in your development projects.

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