Udemy - Deep Learning Via GANs - Healthcare, Conv AI Applications
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[ CourseWikia.com ] Deep Learning via GANs: Healthcare, Conv AI Applications
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Instructors: Junaid Zafar
24 sections • 28 lectures • 3h 8m
Video: MP4 1280x720 44 KHz | English + Sub
Updated 4/2022 | Size: 3.7 GB
Generative Artificial Intelligence: 25+ Coding Solutions via AlexNet, ResNet & Inception Models & their implentations
What you'll learn
Learn to model Artificial Intelligence using GANs: AlexNet, Inception to ResNet architectures for Computer Vision and Bioinformatics
GAN Architectures- Introduction and Different GAN Methods
Data Augmentations using GANs
TensorFlow Quantum for training and testing of Hybrid Quantum Neural Networks for Computer Vision in Healthcare(Python)
Applied Artificial Intelligence: Concept to diverse practical implications
Applied AI nurturing healthcare: Code Examples using Python programming
20+ Coding Exercises and Solutions in Open CV for Computer Vision
Implementations of Transfer Learning and GANs in AlexNet, Inception & ResNet for various real life AI centric applications
How to build and implement leading AI architectures in Keras and TensorFlow Quantum with emphasis on medical computer vision
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Requirements
No programming experience needed. You will learn everything you need to know
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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Files in this torrent |
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| FILENAME | SIZE | |
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![]() | ~Get Your Files Here !/1. How Artificial Intelligence is using Big Data to model Deep Neural Networks/1. Deep Machine Learning- A subset of AI.mp4 | 163.4 MB |
![]() | ~Get Your Files Here !/1. How Artificial Intelligence is using Big Data to model Deep Neural Networks/1. Deep Machine Learning- A subset of AI.srt | 8.4 KB |
![]() | ~Get Your Files Here !/1. How Artificial Intelligence is using Big Data to model Deep Neural Networks/2. Role of Big Data Computing in AI.mp4 | 167.4 MB |
![]() | ~Get Your Files Here !/1. How Artificial Intelligence is using Big Data to model Deep Neural Networks/2. Role of Big Data Computing in AI.srt | 7.8 KB |
![]() | ~Get Your Files Here !/10. LSTMs and Tiny AI/1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.mp4 | 145.3 MB |
![]() | ~Get Your Files Here !/10. LSTMs and Tiny AI/1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.srt | 6.8 KB |
![]() | ~Get Your Files Here !/10. LSTMs and Tiny AI/2. Tiny Artificial Intelligence for well being using Wearables and Implants.mp4 | 147.1 MB |
![]() | ~Get Your Files Here !/10. LSTMs and Tiny AI/2. Tiny Artificial Intelligence for well being using Wearables and Implants.srt | 6.7 KB |
![]() | ~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/1. Emerging AI Healthcare Landscape.mp4 | 155.9 MB |
![]() | ~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/1. Emerging AI Healthcare Landscape.srt | 6.8 KB |
![]() | ~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/2. Artificial Intelligence Nurturing Healthcare.mp4 | 142.3 MB |
![]() | ~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/2. Artificial Intelligence Nurturing Healthcare.srt | 7.1 KB |
![]() | ~Get Your Files Here !/12. Implementation of GANs for Neurodegenerative Diseases using AI/1. Implementation of GANs in AI for Neurodegenerative Disorders.mp4 | 168.6 MB |
![]() | ~Get Your Files Here !/12. Implementation of GANs for Neurodegenerative Diseases using AI/1. Implementation of GANs in AI for Neurodegenerative Disorders.srt | 8.1 KB |
![]() | ~Get Your Files Here !/13. BCI- Brain Computer Interfacing using AI/1. Brain Computer Interfacing using Python Codes.mp4 | 218 MB |
![]() | ~Get Your Files Here !/13. BCI- Brain Computer Interfacing using AI/1. Brain Computer Interfacing using Python Codes.srt | 11.2 KB |
![]() | ~Get Your Files Here !/14. Implementation of GANs in Deep Learning Networks for Cancer Detection/1. Modeling of deep learning networks for Cancer Diagnosis.mp4 | 190.5 MB |
![]() | ~Get Your Files Here !/14. Implementation of GANs in Deep Learning Networks for Cancer Detection/1. Modeling of deep learning networks for Cancer Diagnosis.srt | 9.4 KB |
![]() | ~Get Your Files Here !/15. Green Artificial Intelligence/1. Green AI a primer to reduce carbon footprints.mp4 | 106.4 MB |
![]() | ~Get Your Files Here !/15. Green Artificial Intelligence/1. Green AI a primer to reduce carbon footprints.srt | 5 KB |
![]() | ~Get Your Files Here !/16. DarkNet Model using Vetex AI/1. DarkNet Model via Vertex AI.mp4 | 53.9 MB |
![]() | ~Get Your Files Here !/16. DarkNet Model using Vetex AI/1. DarkNet Model via Vertex AI.srt | 8.1 KB |
![]() | ~Get Your Files Here !/17. Quantum Machine Learning using Pytorch, Qiskit and TensorFLow Quantum/1. TensorFlow Quantum as a Software Framework for Quantum Machine Learning.mp4 | 262.3 MB |
![]() | ~Get Your Files Here !/17. Quantum Machine Learning using Pytorch, Qiskit and TensorFLow Quantum/1. TensorFlow Quantum as a Software Framework for Quantum Machine Learning.srt | 13 KB |
![]() | ~Get Your Files Here !/18. Artificial Intelligence A Case Example of Cryptocurrency/1. AI in Blockchain and Crypto-mining.mp4 | 151.4 MB |
![]() | ~Get Your Files Here !/18. Artificial Intelligence A Case Example of Cryptocurrency/1. AI in Blockchain and Crypto-mining.srt | 7.4 KB |
![]() | ~Get Your Files Here !/19. Deep learning for implementing Forks in Block chain/1. Role of Soft and Hard forks and their impact on Digital currency.mp4 | 129.2 MB |
![]() | ~Get Your Files Here !/19. Deep learning for implementing Forks in Block chain/1. Role of Soft and Hard forks and their impact on Digital currency.srt | 6.4 KB |
![]() | ~Get Your Files Here !/19. Deep learning for implementing Forks in Block chain/2. Fungible vs Non Fungible Block Tokens in Blockchain.mp4 | 104.5 MB |
![]() | ~Get Your Files Here !/19. Deep learning for implementing Forks in Block chain/2. Fungible vs Non Fungible Block Tokens in Blockchain.srt | 5.5 KB |
![]() | ~Get Your Files Here !/2. How to Model, Train and validate a deep learning Classifier in Python/1. Data Set Creation, labeling and Dynamic Programming for an AI Neural Network.mp4 | 171.5 MB |
![]() | ~Get Your Files Here !/2. How to Model, Train and validate a deep learning Classifier in Python/1. Data Set Creation, labeling and Dynamic Programming for an AI Neural Network.srt | 8.8 KB |
![]() | ~Get Your Files Here !/20. AI for Green Cryptocurrencies/1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.mp4 | 159.6 MB |
![]() | ~Get Your Files Here !/20. AI for Green Cryptocurrencies/1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.srt | 7.8 KB |
![]() | ~Get Your Files Here !/21. Artificial Intelligence in Smart Chatbots/1. Architecture based NLP for Health Care Assistant.mp4 | 154 MB |
![]() | ~Get Your Files Here !/21. Artificial Intelligence in Smart Chatbots/1. Architecture based NLP for Health Care Assistant.srt | 7.4 KB |
![]() | ~Get Your Files Here !/22. Misinformation Detection using Deep Learning/1. Misinformation Detection via AI.mp4 | 167.9 MB |
![]() | ~Get Your Files Here !/22. Misinformation Detection using Deep Learning/1. Misinformation Detection via AI.srt | 8.4 KB |
![]() | ~Get Your Files Here !/23. Smart Social Media Marketing and Business Analytics using AI/1. How to achieve maximum clicks and extract trends on social media.mp4 | 248.7 MB |
![]() | ~Get Your Files Here !/23. Smart Social Media Marketing and Business Analytics using AI/1. How to achieve maximum clicks and extract trends on social media.srt | 12.5 KB |
![]() | ~Get Your Files Here !/3. Introduction to GANs/1. Generative Adversarial Networks- GANs.mp4 | 73.1 MB |
![]() | ~Get Your Files Here !/3. Introduction to GANs/1. Generative Adversarial Networks- GANs.srt | 11.3 KB |
![]() | ~Get Your Files Here !/4. Data Augmentation using GANs/1. Data Augmentation and Features Extraction using deep CNNs.mp4 | 131.6 MB |
![]() | ~Get Your Files Here !/4. Data Augmentation using GANs/1. Data Augmentation and Features Extraction using deep CNNs.srt | 6.6 KB |
![]() | ~Get Your Files Here !/6. Transfer Learning in GANs/1. How to use Transfer Learning in Healthcare Problems using Deep CNN's.mp4 | 165.3 MB |
![]() | ~Get Your Files Here !/6. Transfer Learning in GANs/1. How to use Transfer Learning in Healthcare Problems using Deep CNN's.srt | 7.9 KB |
![]() | ~Get Your Files Here !/8. Optimizers in AI, Back-propagation and hyperparameters in AI/1. Optimizers, Backpropagation and reinforcement in Deep Learning Networks.mp4 | 156.6 MB |
![]() | ~Get Your Files Here !/8. Optimizers in AI, Back-propagation and hyperparameters in AI/1. Optimizers, Backpropagation and reinforcement in Deep Learning Networks.srt | 7.6 KB |
![]() | ~Get Your Files Here !/9. GANGough for Data Augmentation/1. GANGough Applications.mp4 | 70.3 MB |
![]() | ~Get Your Files Here !/9. GANGough for Data Augmentation/1. GANGough Applications.srt | 8.3 KB |
![]() | ~Get Your Files Here !/Bonus Resources.txt | 386 B |
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