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TORRENT DETAILS
Udemy - Master Generative Ai - Unlock Ai-Powered Innovation
TORRENT SUMMARY
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Language: English | Size: 1.41 GB | Duration: 3h 31m
Mastering Generative AI: Unleash the Power of AI Imagination with State-of-the-Art LLMs
What you'll learn
Practical Implementation of Generative Models: Gain hands-on experience in building and training generative models, including GANs and VAEs.
Proficiency in Generative AI Concepts: Develop a strong understanding of generative AI fundamentals, including generative models, discriminative models
Leveraging Large Language Models (LLMs): Learn to harness the power of Large Language Models (LLMs) for real-world applications. Implement cutting-edge LLMs
Ethical Considerations and Best Practices: Acquire knowledge about ethical considerations in AI and generative models, including bias and fairness issues.
Requirements
1. Basic Programming Knowledge: Familiarity with a programming language, preferably Python, is essential. Understanding of fundamental programming concepts is recommended. 2. Mathematics and Statistics Foundation: A basic grasp of mathematics, including linear algebra and calculus, will be beneficial for comprehending AI concepts. 3. Machine Learning Fundamentals: Prior knowledge of machine learning fundamentals, including neural networks, is helpful but not mandatory. 4. Access to Required Tools: Access to a computer with the ability to install necessary software, such as Python, TensorFlow, and PyTorch. 5. Curiosity and Enthusiasm: A strong desire to explore the exciting world of Generative AI and a passion for learning and problem-solving are essential. These prerequisites ensure that students have the foundational knowledge needed to engage with the course material effectively and make the most of their learning experience.
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction to Generative AI/1 - QuizIntroduction to Artificial Intelligence.html
518 B
~Get Your Files Here !/1 - Introduction to Generative AI/1 - Welcome and Course Overview.mp4
66.3 MB
~Get Your Files Here !/1 - Introduction to Generative AI/2 - Introducing Artificial Intelligence.mp4
20.3 MB
~Get Your Files Here !/1 - Introduction to Generative AI/2 - Introduction-to-Artificial-Intelligence.pdf
156.7 KB
~Get Your Files Here !/1 - Introduction to Generative AI/2 - Quiz What are Neural Networks.html
224 B
~Get Your Files Here !/1 - Introduction to Generative AI/3 - Quiz Deep Learning.html
227 B
~Get Your Files Here !/1 - Introduction to Generative AI/3 - Types Of Learning In AI.mp4
15.2 MB
~Get Your Files Here !/1 - Introduction to Generative AI/3 - Unveiling-the-Types-of-Learning-in-AI.pdf
121.9 KB
~Get Your Files Here !/1 - Introduction to Generative AI/4 - Introduction to Neural Networks.mp4
84.8 MB
~Get Your Files Here !/1 - Introduction to Generative AI/4 - What-are-Neural-Networks.pdf
11.9 KB
~Get Your Files Here !/1 - Introduction to Generative AI/5 - Deep-Learning-A-Comprehensive-Overview.pdf
26.2 KB
~Get Your Files Here !/1 - Introduction to Generative AI/5 - Introduction To Deep Learning.mp4
68.5 MB
~Get Your Files Here !/1 - Introduction to Generative AI/6 - Generative AI and its Applications and Importance.mp4
112.4 MB
~Get Your Files Here !/1 - Introduction to Generative AI/7 - Demo-DeepFace.pdf
221.1 KB
~Get Your Files Here !/1 - Introduction to Generative AI/7 - DemoDeep Learning.mp4
19.4 MB
~Get Your Files Here !/2 - Introduction to Generative Models/10 - Exploring the Diversity of Generative Models.mp4
54.5 MB
~Get Your Files Here !/2 - Introduction to Generative Models/10 - Introduction-to-Generative-Models.pdf
22.1 KB
~Get Your Files Here !/2 - Introduction to Generative Models/4 - Quiz Introduction To Generative Models.html
209 B
~Get Your Files Here !/2 - Introduction to Generative Models/8 - Introducing Model.mp4
7.2 MB
~Get Your Files Here !/2 - Introduction to Generative Models/9 - What are generative models.mp4
77.1 MB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/11 - Introduction to GANs Generative Adversarial Networks.mp4
52.3 MB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/12 - GAN Components and Variants.mp4
65.9 MB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/13 - Diversity of Generative Models.mp4
58 MB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/14 - DemoGenerator and discriminator.mp4
71.7 MB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/14 - Generator-Discriminator-Python-Code.pdf
245.6 KB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/15 - Challenges Ethical Considerations and Future Trends.mp4
82.3 MB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/15 - Generative-Adversarial-Networks.pdf
122.1 KB
~Get Your Files Here !/3 - Generative Adversarial Networks GANs/5 - Quiz Generative Adversarial Networks.html
201 B
~Get Your Files Here !/4 - Variational Autoencoders VAEs/16 - Introduction to VAE Variants CVAE VQVAE.mp4
25.1 MB
~Get Your Files Here !/4 - Variational Autoencoders VAEs/16 - Variational-Autoencoders.pdf
399.8 KB
~Get Your Files Here !/4 - Variational Autoencoders VAEs/17 - Code-Variational-Autoencoder-VAE-for-MNIST-Digit-Reconstruction.pdf
234.5 KB
~Get Your Files Here !/4 - Variational Autoencoders VAEs/17 - DemoVariational Autoencoder VAE for MNIST Digit Reconstruction.mp4
25.5 MB
~Get Your Files Here !/4 - Variational Autoencoders VAEs/6 - QuizVariational Autoencoder.html
171 B
~Get Your Files Here !/5 - Autoencoders/18 - Autoencoders.pdf
22.2 KB
~Get Your Files Here !/5 - Autoencoders/18 - What are Autoencoders.mp4
17.9 MB
~Get Your Files Here !/5 - Autoencoders/19 - Autoencoderbased Image Compression and Denoising Demo.mp4
31.3 MB
~Get Your Files Here !/5 - Autoencoders/19 - Code-Autoencoder-based-Image-Compression-and-Denoising.pdf
237.1 KB
~Get Your Files Here !/5 - Autoencoders/7 - Quiz Autoencoders.html
171 B
~Get Your Files Here !/6 - Large Language Models in Generative AI/20 - Introducing Large Language Models LLMs.mp4
44.2 MB
~Get Your Files Here !/6 - Large Language Models in Generative AI/21 - Decoding the Architecture of LLMs.mp4
19.6 MB
~Get Your Files Here !/6 - Large Language Models in Generative AI/21 - Large-Language-Models-in-Generative-AI.pdf
24.3 KB
~Get Your Files Here !/6 - Large Language Models in Generative AI/8 - QuizLarge Language Models in Generative.html
194 B
~Get Your Files Here !/7 - TransformerBased Generative Models/22 - Transformerbased generative models.mp4
46 MB
~Get Your Files Here !/7 - TransformerBased Generative Models/23 - Examples of transformerbased generative models.mp4
65.9 MB
~Get Your Files Here !/7 - TransformerBased Generative Models/23 - Introducing-Transformer.pdf
9.9 KB
~Get Your Files Here !/7 - TransformerBased Generative Models/24 - DemoTransformer Based Translator.mp4
18.5 MB
~Get Your Files Here !/7 - TransformerBased Generative Models/24 - Transformer-Code-Language-Translation.pdf
223.7 KB
~Get Your Files Here !/7 - TransformerBased Generative Models/25 - DemoTransformer Based Sentiment Analysis.mp4
13.6 MB
~Get Your Files Here !/7 - TransformerBased Generative Models/25 - sentiment-analysis.pdf
222.4 KB
~Get Your Files Here !/7 - TransformerBased Generative Models/26 - Demo Creative Content Generation with Generative AI.mp4
30.2 MB
~Get Your Files Here !/7 - TransformerBased Generative Models/26 - Demo-Creative-Content-Generation-with-Generative-AI.pdf
228.8 KB
~Get Your Files Here !/7 - TransformerBased Generative Models/27 - DemoTransformer Based Text Generation.mp4
23 MB
~Get Your Files Here !/7 - TransformerBased Generative Models/27 - Transformer-Code-Text-Generation.pdf
227.8 KB
~Get Your Files Here !/7 - TransformerBased Generative Models/9 - QuizTransformer.html
171 B
~Get Your Files Here !/8 - Mastering Prompt Engineering/10 - QuizPrompt Engineering.html
168 B
~Get Your Files Here !/8 - Mastering Prompt Engineering/28 - Introduction To Prompt Engineering.mp4
25.3 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/29 - Prompt Design Fundamentals.mp4
13.3 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/30 - Prompt Engineering for Text Generation.mp4
13.9 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/31 - Evaluating and Improving Prompts.mp4
25 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/32 - RealWorld Applications of Prompt Engineering.mp4
16.6 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/33 - Prompt Patterns.mp4
26.3 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/34 - Persona Pattern.mp4
32.6 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/35 - Question Refinement Pattern.mp4
28.3 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/36 - Audience Persona Pattern.mp4
48.1 MB
~Get Your Files Here !/8 - Mastering Prompt Engineering/36 - Crafting-Effective-Prompts.pdf
