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Deep Learning via GANs - Healthcare, Conv AI Applications --> [ CourseWikia ]

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3.72 GB

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File	Size
Get Bonus Downloads Here.url	177.00 B
~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	163.37 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	8.37 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	167.43 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	7.76 kB
~Get Your Files Here !/10. LSTMs and Tiny AI/1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.mp4	145.33 MB
~Get Your Files Here !/10. LSTMs and Tiny AI/1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.srt	6.78 kB
~Get Your Files Here !/10. LSTMs and Tiny AI/2. Tiny Artificial Intelligence for well being using Wearables and Implants.mp4	147.05 MB
~Get Your Files Here !/10. LSTMs and Tiny AI/2. Tiny Artificial Intelligence for well being using Wearables and Implants.srt	6.68 kB
~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/1. Emerging AI Healthcare Landscape.mp4	155.89 MB
~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/1. Emerging AI Healthcare Landscape.srt	6.80 kB
~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/2. Artificial Intelligence Nurturing Healthcare.mp4	142.32 MB
~Get Your Files Here !/11. Modeling and Implementation of Medical Imaging Problems in Python using AI/2. Artificial Intelligence Nurturing Healthcare.srt	7.11 kB
~Get Your Files Here !/12. Implementation of GANs for Neurodegenerative Diseases using AI/1. Implementation of GANs in AI for Neurodegenerative Disorders.mp4	168.57 MB
~Get Your Files Here !/12. Implementation of GANs for Neurodegenerative Diseases using AI/1. Implementation of GANs in AI for Neurodegenerative Disorders.srt	8.13 kB
~Get Your Files Here !/13. BCI- Brain Computer Interfacing using AI/1. Brain Computer Interfacing using Python Codes.mp4	217.99 MB
~Get Your Files Here !/13. BCI- Brain Computer Interfacing using AI/1. Brain Computer Interfacing using Python Codes.srt	11.21 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	190.45 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	9.44 kB
~Get Your Files Here !/15. Green Artificial Intelligence/1. Green AI a primer to reduce carbon footprints.mp4	106.42 MB
~Get Your Files Here !/15. Green Artificial Intelligence/1. Green AI a primer to reduce carbon footprints.srt	4.99 kB
~Get Your Files Here !/16. DarkNet Model using Vetex AI/1. DarkNet Model via Vertex AI.mp4	53.89 MB
~Get Your Files Here !/16. DarkNet Model using Vetex AI/1. DarkNet Model via Vertex AI.srt	8.10 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	262.29 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	12.98 kB
~Get Your Files Here !/18. Artificial Intelligence A Case Example of Cryptocurrency/1. AI in Blockchain and Crypto-mining.mp4	151.43 MB
~Get Your Files Here !/18. Artificial Intelligence A Case Example of Cryptocurrency/1. AI in Blockchain and Crypto-mining.srt	7.40 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	129.24 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	6.44 kB
~Get Your Files Here !/19. Deep learning for implementing Forks in Block chain/2. Fungible vs Non Fungible Block Tokens in Blockchain.mp4	104.47 MB
~Get Your Files Here !/19. Deep learning for implementing Forks in Block chain/2. Fungible vs Non Fungible Block Tokens in Blockchain.srt	5.49 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	171.53 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	8.84 kB
~Get Your Files Here !/20. AI for Green Cryptocurrencies/1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.mp4	159.60 MB
~Get Your Files Here !/20. AI for Green Cryptocurrencies/1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.srt	7.78 kB
~Get Your Files Here !/21. Artificial Intelligence in Smart Chatbots/1. Architecture based NLP for Health Care Assistant.mp4	154.00 MB
~Get Your Files Here !/21. Artificial Intelligence in Smart Chatbots/1. Architecture based NLP for Health Care Assistant.srt	7.38 kB
~Get Your Files Here !/22. Misinformation Detection using Deep Learning/1. Misinformation Detection via AI.mp4	167.85 MB
~Get Your Files Here !/22. Misinformation Detection using Deep Learning/1. Misinformation Detection via AI.srt	8.38 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	248.70 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	12.55 kB
~Get Your Files Here !/3. Introduction to GANs/1. Generative Adversarial Networks- GANs.mp4	73.13 MB
~Get Your Files Here !/3. Introduction to GANs/1. Generative Adversarial Networks- GANs.srt	11.31 kB
~Get Your Files Here !/4. Data Augmentation using GANs/1. Data Augmentation and Features Extraction using deep CNNs.mp4	131.63 MB
~Get Your Files Here !/4. Data Augmentation using GANs/1. Data Augmentation and Features Extraction using deep CNNs.srt	6.64 kB
~Get Your Files Here !/6. Transfer Learning in GANs/1. How to use Transfer Learning in Healthcare Problems using Deep CNN's.mp4	165.31 MB
~Get Your Files Here !/6. Transfer Learning in GANs/1. How to use Transfer Learning in Healthcare Problems using Deep CNN's.srt	7.90 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	156.56 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	7.57 kB
~Get Your Files Here !/9. GANGough for Data Augmentation/1. GANGough Applications.mp4	70.27 MB
~Get Your Files Here !/9. GANGough for Data Augmentation/1. GANGough Applications.srt	8.32 kB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ 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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