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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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FILE LIST
Filename
Size
~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
