edX
Certificate
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Mastering Generative AI: LLM Architecture & Data Preparation
About this course
Build in-demand, job-ready generative AI architecture and data science skills in two weeks. A basic knowledge of Python and PyTorch and an awareness of machine learning and neural networks would be an advantage, though not strictly required.
C
59/100
CourseAsk score
- What the provider tells you
- 23/45
- Who stands behind it
- 20/35
- How complete the listing is
- 16/20
Scores how much the provider publishes and who stands behind it — not how well it is taught.
What you'll learn
- Explain the core components of large language model architectures
- Prepare and clean datasets for generative AI training
- Implement LLM training and inference code with PyTorch
- Assess model performance and diagnose common issues
Course objectives
- Build a functional generative AI prototype using Python and PyTorch
- Develop data‑preparation workflows suitable for large‑scale language models
- Gain practical experience debugging and optimizing LLM training loops
Artificial Intelligence
#deep learning
#python
#artificial intelligence
#machine learning
#generative ai
#data science
#pytorch
#neural networks
#data preparation
#llm architecture
#large language models
#data preprocessing
#model training
#model evaluation
#prompt engineering
$49.00
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