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What is ChatGPT?

John Savill's Technical Training
317K subscribers
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17K views 2 years ago #azure #johnsavillstechnicaltraining #cloud
Looking at what machine learning is, what neural networks are, what GPT is and then how that all plays into ChatGPT! 🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there! ▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬ 0:00 - Introduction 4:29 - History and training 8:55 - Machine learning 12:47 - Prediction 14:32 - More complex predictions 17:30 - Making any shape with enough curves combined 24:30 - How to get different curves from one curve 28:23 - Weights and bias 33:33 - Activation functions 40:02 - Back propagation and gradient descent 50:48 - Visualization of layers working together 53:30 - What is GPT 57:39 - Attention 1:00:00 - Tokens 1:02:33 - GPT-2 1:07:22 - GPT-3 1:09:10 - zero, one and few shot 1:10:19 - What was it trained on 1:13:45 - ChatGPT 1:18:40 - Closing thoughts ▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬ ► Whiteboard: 🔗 https://github.com/johnthebrit/Random... ► ChatGPT site at OpenAI: 🔗 htt …...more
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What is ChatGPT?
425Likes
17,612Views
2023Mar 6
Looking at what machine learning is, what neural networks are, what GPT is and then how that all plays into ChatGPT! 🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there! ▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬ 0:00 - Introduction 4:29 - History and training 8:55 - Machine learning 12:47 - Prediction 14:32 - More complex predictions 17:30 - Making any shape with enough curves combined 24:30 - How to get different curves from one curve 28:23 - Weights and bias 33:33 - Activation functions 40:02 - Back propagation and gradient descent 50:48 - Visualization of layers working together 53:30 - What is GPT 57:39 - Attention 1:00:00 - Tokens 1:02:33 - GPT-2 1:07:22 - GPT-3 1:09:10 - zero, one and few shot 1:10:19 - What was it trained on 1:13:45 - ChatGPT 1:18:40 - Closing thoughts ▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬ ► Whiteboard: 🔗 https://github.com/johnthebrit/Random... ► ChatGPT site at OpenAI: 🔗 https://chat.openai.com/chat ► Great example video of number recognition: 🔗    • Visualization of a fully connected ne...   ► OpenAI tokenizer: 🔗 https://platform.openai.com/tokenizer ► GPT 2 paper: 🔗 https://cdn.openai.com/better-languag... ► GPT-3 paper: 🔗 https://arxiv.org/pdf/2005.14165.pdf ► ChatGPT overview: 🔗 https://openai.com/blog/chatgpt ▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬ 📖 Recommended Learning Path for Azure 🔗 https://learn.onboardtoazure.com 🥇 Certification Content Repository 🔗 https://github.com/johnthebrit/Certif... 📅 Weekly Azure Update 🔗    • Azure Infrastructure Updates   ☁ Azure Master Class 🔗    • Microsoft Azure Master Class v2 (bein...   ⚙ DevOps Master Class 🔗    • DevOps Master Class   💻 PowerShell Master Class 🔗    • PowerShell Master Class   🎓 Certification Cram Videos 🔗    • Microsoft Certification Exam Prep Videos   🧠 Mentoring Content 🔗    • Virtual Mentoring   ❔ Questions? Maybe I answered it in my FAQ 🔗 https://savilltech.com/faq.html 👕 Cure Childhood Cancer Charity T-Shirt Channel Store 🔗 https://johns-t-shirts-store.creator-... 👂 I have manually updated the captions to be as accurate as possible. Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings!    • YouTube Captions and Auto Translate Q...   for a demo of using this feature. SUBSCRIBE ✅    / @ntfaqguy   #microsoft #azure #johnsavillstechnicaltraining #onboardtoazure #cloud

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John Savill's Technical Training

317K subscribers