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Introduction
hofstader's thoughts on chatGPT
recap of supervised learning
first paper on sequential learning
first use of state units (RNN)
first observation of word boundary detection
first observation of word clustering
first "large" language model Hinton/Sutskever
sentiment neuron (Ilya | OpenAI)
transformer explaination
GPT-1
GPT-2
GPT-3
In-context learning
ChatGPT
tool use
The Vision for Windows Autopatch
Customer Input and the Evolution of Windows Autopatch
Autopatch Service Highlights
Incident Response
The Windows Autopatch App Assure Promise
Windows Update for Business and Windows Autopatch
Roadmap - Feature Updates
Roadmap - Upgrade to Windows 11
Roadmap - Microsoft 365 updates
Roadmap -Business Groups
Roadmap - Azure Virtual Desktops
Introduction
Sequence modeling
Neurons with recurrence
Recurrent neural networks
RNN intuition
Unfolding RNNs
RNNs from scratch
Design criteria for sequential modeling
Word prediction example
Backpropagation through time
Gradient issues
Long short term memory (LSTM)
RNN applications
Attention fundamentals
Intuition of attention
Attention and search relationship
Learning attention with neural networks
Scaling attention and applications
Summary
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