CPU vs GPU: Why GPUs are more suited for Deep Learning? #deeplearning #gpu #cpu

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CPU stands for Central Processing Unit. The CPU can have multiple processing cores and is commonly referred to as the brain of the computer. It is a general-purpose processor, which processes all the general tasks you perform on your computer, like Documentation, Calculations, Playing Movies & Music, Web Browsing, etc. A crucial thing to remember is that CPUs do sequential processing. On the other hand, GPU stands for Graphics Processing Unit. The GPU is a processor that is made up of many smaller and more specialized cores. By working together, the cores deliver massive performance when a processing task can be divided up and processed across many cores In this video, we will discuss CPU vs GPU covering what they are, how are they different, and which one to use when? Stay on top of your industry by interacting with us on our social channels: Follow us on Instagram: https://www.instagram.com/analytics_vidhya/ Like us on Facebook: https://www.facebook.com/AnalyticsVidhya/ Follow us on Twitter: https://twitter.com/AnalyticsVidhya Follow us on LinkedIn:https://www.linkedin.com/company/analytics-vidhya

CPU vs GPU: Why GPUs are more suited for Deep Learning? #deeplearning #gpu #cpu

About the course

48lessons
12hours
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Lessons

  1. Generative AI Roadmap 2024 - Beginner-level | How to learn ChatGPT & ___?
  2. Generative AI Roadmap 2024 - Beginner-level | How to learn ChatGPT & ___?
  3. Top Interview Questions for Artificial Intelligence, Generative AI and LLMs ⚡️ Land AI Jobs in 2023
  4. Top Interview Questions for Artificial Intelligence, Generative AI and LLMs ⚡️ Land AI Jobs in 2023
  5. MakerSuite Walkthrough x PaLM 2 API Free Access | Build Generative AI Application Prototypes
  6. MakerSuite Walkthrough x PaLM 2 API Free Access | Build Generative AI Application Prototypes
  7. GenAI Project #1: Build Python Code Explainer App using PaLM API - in 15 min ⚡️ Deploy with Gradio
  8. GenAI Project #1: Build Python Code Explainer App using PaLM API - in 15 min ⚡️ Deploy with Gradio
  9. Brief History of Large Language Models & Generative AI | Evolution of NLP from Eliza to ChatGPT
  10. Brief History of Large Language Models & Generative AI | Evolution of NLP from Eliza to ChatGPT
  11. Complete Generative AI Roadmap 2024 🔥 How To Fine-tune, Build & Deploy LLM & Diffusion Models
  12. Complete Generative AI Roadmap 2024 🔥 How To Fine-tune, Build & Deploy LLM & Diffusion Models
  13. ChatGPT / BARD API - Build a FREE Chatbot in Python w/ Google Colab
  14. ChatGPT / BARD API - Build a FREE Chatbot in Python w/ Google Colab
  15. Top 5 Places to get FREE GPU Online | For Deep Learning | #FreeGPU #DeepLearning
  16. Top 5 Places to get FREE GPU Online | For Deep Learning | #FreeGPU #DeepLearning
  17. LangChain Tutorial: Building Innovative LLM Powered Applications End-to-End
  18. LangChain Tutorial: Building Innovative LLM Powered Applications End-to-End
  19. Generative AI Explained: With Practical Hands-on (GAN + VAE + Diffusion Models)
  20. Generative AI Explained: With Practical Hands-on (GAN + VAE + Diffusion Models)
  21. Hugging Face: Fine-Tune NLP Pipeline for Question Answering | Transformers & Attention Mechanism
  22. Hugging Face: Fine-Tune NLP Pipeline for Question Answering | Transformers & Attention Mechanism
  23. What is ChatGPT? ChatGPT Explained || How you may use it? #ChatGPT #AI
  24. What is ChatGPT? ChatGPT Explained || How you may use it? #ChatGPT #AI
  25. CPU vs GPU: Why GPUs are more suited for Deep Learning? #deeplearning #gpu #cpu
  26. CPU vs GPU: Why GPUs are more suited for Deep Learning? #deeplearning #gpu #cpu
  27. Open AI GPT-4 is here | Walkthrough & Hands-on | ChatGPT | Generative AI
  28. Open AI GPT-4 is here | Walkthrough & Hands-on | ChatGPT | Generative AI
  29. Transformers from Scratch: Architecture & Self-Attention Mechanism | DataHour by Shiladitya Banerjee
  30. Transformers from Scratch: Architecture & Self-Attention Mechanism | DataHour by Shiladitya Banerjee
  31. Train Your Own Large Language Model (LLM) - Practical Guide | DataHour by Shuvam Sengupta
  32. Train Your Own Large Language Model (LLM) - Practical Guide | DataHour by Shuvam Sengupta
  33. Generative AI - Image to Image Generation | DataHour by Arpit Yadav
  34. Generative AI - Image to Image Generation | DataHour by Arpit Yadav
  35. ChatGPT and the Future of NLP Systems | DataHour by Dan Sullivan
  36. ChatGPT and the Future of NLP Systems | DataHour by Dan Sullivan
  37. AI Revolution with ChatGPT / Bard: A GAME-CHANGER for how you search online? #google #bard #chatgpt
  38. AI Revolution with ChatGPT / Bard: A GAME-CHANGER for how you search online? #google #bard #chatgpt
  39. Run 3 Open-Source LLMs on Google Colab - for FREE ⚡️ Top Generative AI Model Hands-on (Hugging Face)
  40. Run 3 Open-Source LLMs on Google Colab - for FREE ⚡️ Top Generative AI Model Hands-on (Hugging Face)
  41. Run Stable Diffusion in Google Colab in 10 Minutes | Build Free Image Generator Gradio App
  42. Run Stable Diffusion in Google Colab in 10 Minutes | Build Free Image Generator Gradio App
  43. Create AI Images of Yourself using Dreambooth: Stable Diffusion for Custom Images | Free Course
  44. Create AI Images of Yourself using Dreambooth: Stable Diffusion for Custom Images | Free Course
  45. Top AI Companies To Watch in 2024
  46. Top AI Companies To Watch in 2024
  47. Complete Generative AI Course - for Beginners | Learn Prompt Engineering - Free Tutorial
  48. Complete Generative AI Course - for Beginners | Learn Prompt Engineering - Free Tutorial