school Artificial Intelligence

Large Language Models (LLM) Masterclass & Engineering

Deep dive into LLM mechanics, inference optimization, RAG, and fine-tuning open-source models.

schedule Duration: 3–4 Months signal_cellular_alt Level: Advanced payments Avg US Salary: $150,000 / yr

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verified Program Highlights

check_circle 100% Live Instructor-Led Classes with direct Q&A

check_circle Production-Grade Capstones & Enterprise Datasets

check_circle 1-on-1 Technical Mock Interviews & Resume Optimization

check_circle Verifiable Certificate of Completion with Unique ID

check_circle Lifetime LMS Access with HD Session Recordings

Supported Payment Methods:

Cards • Klarna • Afterpay • Affirm

menu_book Comprehensive Overview

About This Program

An engineering-heavy curriculum dedicated to mastering large language models from first principles to production scale.

Curriculum Modules

Under the Hood of Large Language Models

Decoder-only architectures, positional encodings, KV caching, and sampling strategies.

Fine-Tuning Open Source LLMs

Supervised fine-tuning (SFT), DPO, LoRA adapters, and dataset preparation.

High-Performance Inference & Serving

Optimizing throughput with vLLM, TensorRT-LLM, quantization, and memory caching.

psychology Competencies You Will Build

Attention Mechanisms Open-Source Models (Llama 3, Mistral, DeepSeek) Quantization (GGUF, AWQ) Parameter Efficient Fine-Tuning (PEFT) LLM Evaluation & Benchmarking Reranking & Hybrid Search

work Target Career Roles

arrow_right_alt LLM Engineer

arrow_right_alt Applied AI Researcher

arrow_right_alt NLP Engineer

arrow_right_alt Enterprise AI Architect

terminal Tool Stack

PyTorch Hugging Face TRL vLLM Ollama LangChain FastAPI

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