Udemy - Deep Learning via GANs - Healthcare, Conv AI Applications

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size3.7 GB
  • Uploaded Byfreecoursewb
  • Downloads65
  • Last checkedMay. 15th '22
  • Date uploadedMay. 13th '22
  • Seeders 10
  • Leechers12

Infohash : A8C0896FBFE5CBB9CCB6353FD716DD4E44D5817C

Deep Learning via GANs: Healthcare, Conv AI Applications



https://TutSala.com

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

Files:

[ TutSala.com ] Udemy - Deep Learning via GANs - Healthcare, Conv AI Applications
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~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)
    • 1. Deep Machine Learning- A subset of AI.srt (8.4 KB)
    • 2. Role of Big Data Computing in AI.mp4 (167.4 MB)
    • 2. Role of Big Data Computing in AI.srt (7.8 KB)
    10. LSTMs and Tiny AI
    • 1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.mp4 (145.3 MB)
    • 1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.srt (6.8 KB)
    • 2. Tiny Artificial Intelligence for well being using Wearables and Implants.mp4 (147.1 MB)
    • 2. Tiny Artificial Intelligence for well being using Wearables and Implants.srt (6.7 KB)
    11. Modeling and Implementation of Medical Imaging Problems in Python using AI
    • 1. Emerging AI Healthcare Landscape.mp4 (155.9 MB)
    • 1. Emerging AI Healthcare Landscape.srt (6.8 KB)
    • 2. Artificial Intelligence Nurturing Healthcare.mp4 (142.3 MB)
    • 2. Artificial Intelligence Nurturing Healthcare.srt (7.1 KB)
    12. Implementation of GANs for Neurodegenerative Diseases using AI
    • 1. Implementation of GANs in AI for Neurodegenerative Disorders.mp4 (168.6 MB)
    • 1. Implementation of GANs in AI for Neurodegenerative Disorders.srt (8.1 KB)
    13. BCI- Brain Computer Interfacing using AI
    • 1. Brain Computer Interfacing using Python Codes.mp4 (218.0 MB)
    • 1. Brain Computer Interfacing using Python Codes.srt (11.2 KB)
    14. Implementation of GANs in Deep Learning Networks for Cancer Detection
    • 1. Modeling of deep learning networks for Cancer Diagnosis.mp4 (190.5 MB)
    • 1. Modeling of deep learning networks for Cancer Diagnosis.srt (9.4 KB)
    15. Green Artificial Intelligence
    • 1. Green AI a primer to reduce carbon footprints.mp4 (106.4 MB)
    • 1. Green AI a primer to reduce carbon footprints.srt (5.0 KB)
    16. DarkNet Model using Vetex AI
    • 1. DarkNet Model via Vertex AI.mp4 (53.9 MB)
    • 1. DarkNet Model via Vertex AI.srt (8.1 KB)
    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)
    • 1. TensorFlow Quantum as a Software Framework for Quantum Machine Learning.srt (13.0 KB)
    18. Artificial Intelligence A Case Example of Cryptocurrency
    • 1. AI in Blockchain and Crypto-mining.mp4 (151.4 MB)
    • 1. AI in Blockchain and Crypto-mining.srt (7.4 KB)
    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)
    • 1. Role of Soft and Hard forks and their impact on Digital currency.srt (6.4 KB)
    • 2. Fungible vs Non Fungible Block Tokens in Blockchain.mp4 (104.5 MB)
    • 2. Fungible vs Non Fungible Block Tokens in Blockchain.srt (5.5 KB)
    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)
    • 1. Data Set Creation, labeling and Dynamic Programming for an AI Neural Network.srt (8.8 KB)
    20. AI for Green Cryptocurrencies
    • 1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.mp4 (159.6 MB)
    • 1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.srt (7.8 KB)
    21. Artificial Intelligence in Smart Chatbots
    • 1. Architecture based NLP for Health Care Assistant.mp4 (154.0 MB)
    • 1. Architecture based NLP for Health Care Assistant.srt (7.4 KB)
    22. Misinformation Detection using Deep Learning
    • 1. Misinformation Detection via AI.mp4 (167.9 MB)
    • 1. Misinformation Detection via AI.srt (8.4 KB)
    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)
    • 1. How to achieve maximum clicks and extract trends on social media.srt (12.5 KB)
    3. Introduction to GANs
    • 1. Generative Adversarial Networks- GANs.mp4 (73.1 MB)
    • 1. Generative Adversarial Networks- GANs.srt (11.3 KB)
    4. Data Augmentation using GANs
    • 1. Data Augmentation and Features Extraction using deep CNNs.mp4 (131.6 MB)
    • 1. Data Augmentation and Features Extraction using deep CNNs.srt (6.6 KB)
    6. Transfer Learning in GANs
    • 1. How to use Transfer Learning in Healthcare Problems using Deep CNN's.mp4 (165.3 MB)
    • 1. How to use Transfer Learning in Healthcare Problems using Deep CNN's.srt (7.9 KB)
    8. Optimizers in AI, Back-propagation and hyperparameters in AI
    • 1. Optimizers, Backpropagation and reinforcement in Deep Learning Networks.mp4 (156.6 MB)
    • 1. Optimizers, Backpropagation and reinforcement in Deep Learning Networks.srt (7.6 KB)
    9. GANGough for Data Augmentation
    • 1. GANGough Applications.mp4 (70.3 MB)
    • 1. GANGough Applications.srt (8.3 KB)
    • Bonus Resources.txt (0.4 KB)

Code:

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