LLM Application Engineering and Development Certification
$49
ENROLL NOWCourse Overview
What You'll Learn
- This specialization offers a hands-on journey into building and deploying applications powered by Large Language Models (LLMs) and LangChain.
- Learn to design GenAI workflows using LangChain’s architecture—including chains, memory, agents, and prompts—and integrate advanced models like Flan-T5 XXL and Falcon-7B.
- By the end of this program, you will be able to: - Design LLM Workflows: Build scalable GenAI apps using LangChain with memory and agent modules - Process and Retrieve Data: Use loaders, vector stores, and embeddings for semantic search - Fine-Tune and Customize Models: Apply PEFT, RLHF, and dataset structuring for optimization - Evaluate and Scale Applications: Use standard benchmarks and deploy industry-grade LLM tools Ideal for developers, data scientists, and GenAI enthusiasts building advanced, real-world LLM applications.
This specialization offers a hands-on journey into building and deploying applications powered by Large Language Models (LLMs) and LangChain. Learn to design GenAI workflows using LangChain’s architecture—including chains, memory, agents, and prompts—and integrate advanced models like Flan-T5 XXL and Falcon-7B. Process unstructured data, implement embeddings, and enable semantic retrieval for intelligent applications. Fine-tune LLMs using techniques like PEFT and RLHF, and evaluate performance using benchmarks such as ROUGE, GLUE, and BIG-bench to ensure model reliability. By the end of this program, you will be able to: - Design LLM Workflows: Build scalable GenAI apps using LangChain with memory and agent modules - Process and Retrieve Data: Use loaders, vector stores, and embeddings for semantic search - Fine-Tune and Customize Models: Apply PEFT, RLHF, and dataset structuring for optimization - Evaluate and Scale Applications: Use standard benchmarks and deploy industry-grade LLM tools Ideal for developers, data scientists, and GenAI enthusiasts building advanced, real-world LLM applications.
Course FAQs
Is this an accredited online course?
Accreditation for 'LLM Application Engineering and Development Certification' is determined by the provider, Simplilearn. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.
Can this course be used for continuing education credits?
Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.
How do I enroll in this online school program?
To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'LLM Application Engineering and Development Certification' on the Simplilearn online class platform, where you can complete your registration.
