Generative Ai (English Version): Unleashing Next-Gen Ai
ดาวน์โหลดคอร์สเรียน Generative Ai (English Version): Unleashing Next-Gen Ai ฟรี
ดาวน์โหลด Generative Ai (English Version): Unleashing Next-Gen Ai
ข้อมูลไฟล์ (File Info) :
Published 4/2023
MP4 Video: h264, 1280×720 Audio: AAC, 44.1 KHz
Language: English Size: 3.86 GB Duration: 7h 19m
The Good, the Bad and the Ugly
สิ่งที่คุณจะได้เรียนรู้ (What you’ll learn) :
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Generative AI definition, areas of applications, mappings like txt2txt, img2txt, txt2img and txt2voice
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How ChatGPT works, and the underlying tech behind like GPT, Large-Scale Language Models (LLM) and Transformers
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How Latent Diffusion, StableDiffusion and DALL-E systems work
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Generative Adversarial Networks (GANs) and Variational Auto Encoder (VAE)
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The good, bad and ugly faces of GenAI, and how to adapt to the new tech
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Build ChatGPT clone using OpenAI API and Streamlit
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Build NLP applications using OpenAI API like Summarization, Text Classification and fine tuning GPT models
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Build NLP applications using Huggingface transformers library like Language Models, Summarization, Translation, QA systems and others
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Build Midjourney clone application using OpenAI DALL-E and StableDiffusion on Huggingface
ข้อกำหนด (Requirements) :
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AI, ML and Deep Learning foundations
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NLP: RNN, LSTM, Transformers basics
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CV: ConvNets
คำอธิบาย (Description) :
Hello and Welcome to a new Journey in the vast area of Generative AI
Generative AI is changing our definition of the way of interacting with machines, mobiles and computers. It is changing our day-to-day life, where AI is an essential component.
This new way of interaction has many faces: the good, the bad and the ugly.
In this course we will sail in the vast sea of Generative AI, where we will cover both the theoretical foundations of Generative models, in different modalities mappins: Txt2Txt, Img2Txt, Txt2Img, Img2Txt and Txt2Voice and Voice2Text. We will discuss the SoTA models in each area at the time of this course. This includes the SoTA technology of Transformers, Language models, Large LM or LLM like Generative Pre-trained Transformers (GPT), paving the way to ChatGPT for Text Generation, and GANs, VAE, Diffusion models like DALL-E and StabeDiffusion for Image Generation, and VALL-E foe Voice Generation.
In addition, we will cover the practical aspects, where we will build simple Language Models, Build a ChatGPT clone using OpenAI APIs where we will take a tour in OpenAI use cases with GPT3.5 and ChatGPT and DALL-E. In addition we will cover Huggingface transformers and StableDiffusion.
Hope you enjoy our journey!
คอร์สนี้เหมาะกับใคร (Who this course is for) :
- AI/ML Practitioners, Developers, Engineers and Researchers
- NLP Engineers or Researchers
- CV Engineers or Researchers
- Data Scientists
เนื้อหาหลักสูตร (Overview) :
Introduction
2 lectures • 27min
What is Generative AI?
5 lectures • 40min
Txt2Txt GenAI
20 lectures • 2hr 49min
Img2Img GenAI
15 lectures • 2hr 3min
Multi-modal GenAI
11 lectures • 44min
The good, the bad and the ugly
4 lectures • 34min
Conclusion
1 lecture • 4min
Material
1 lecture • 1min
ตัวอย่างหลักสูตร
(Course Preview)
ข้อมูลไฟล์ (File Info)
License : FOR EDUCATIONAL PURPOSES ONLY
ชื่อไฟล์ : Generative AI English Version Unleashing NextGen AI.rar
ขนาดไฟล์ : 4.05 GB
นามสกุลไฟล์ : *.rar
Server : Google Drive
วันที่อัพโหลด : 17/04/2023
แก้ไขล่าสุด : 17/04/2023
รหัสผ่าน : sbz
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