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[ TutGee.com ] Applied AI Through Deep Learning - Not Only Learn But Create
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Applied AI through Deep Learning: Not only learn but create
https://TutGee.com
Instructors: Junaid Zafar 14 sections • 23 lectures • 2h 52m total length Video: MP4 1280x720 44 KHz | English + Sub Updated 12/2021 | Size: 3.737 GB
Learn to build applied AI: Health care, Robotics, Chatbots, business analytics & misinformation detection applications
What you'll learn Basics of Applied AI and fundamentals of deep learning in AI using Python (Keras and TensorFlow) Applied AI codes for training and testing in Python for different applications How to use Data Augmentation and Transfer Learning Techniques in Applied AI using Keras and TensorFlow TensorFlow Quantum for training and testing of Hybrid Quantum Neural Networks (Python) Requirements No programming experience needed. You will learn everything you need to know Description AI is an enabler in transforming diverse realms by exploiting deep learning architectures.
The course aims to expose students to cutting-edge algorithms, techniques, and codes related to AI and particularly the deep learning routines. This course encompasses multidimensional implementations on the themes listed below;
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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. AI for Green Cryptocurrencies/1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.mp4
159.6 MB
~Get Your Files Here !/10. AI for Green Cryptocurrencies/1. How to reduce carbon emissions and to generate eco friendly cryptocurrencies.srt
7.8 KB
~Get Your Files Here !/11. PROOF OF WORK and PROOF OF STAKE BLOCKCHAIN ALGORITHMS/1. PROOF OF WORK VS PROOF OF STAKE DIGITAL CURRENCIES.mp4
220.8 MB
~Get Your Files Here !/11. PROOF OF WORK and PROOF OF STAKE BLOCKCHAIN ALGORITHMS/1. PROOF OF WORK VS PROOF OF STAKE DIGITAL CURRENCIES.srt
11.7 KB
~Get Your Files Here !/12. Artificial Intelligence in Smart Chatbots/1. Architecture based NLP for Health Care Assistant.mp4
154 MB
~Get Your Files Here !/12. Artificial Intelligence in Smart Chatbots/1. Architecture based NLP for Health Care Assistant.srt
7.4 KB
~Get Your Files Here !/13. Misinformation Detection using Deep Learning/1. Misinformation Detection via AI.mp4
167.9 MB
~Get Your Files Here !/13. Misinformation Detection using Deep Learning/1. Misinformation Detection via AI.srt
8.4 KB
~Get Your Files Here !/14. 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 !/14. 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 !/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 !/2. How to Model, Train and validate a deep learning Classifier in Python/2. Data Augmentation and Features Extraction using deep CNNs.mp4
131.6 MB
~Get Your Files Here !/2. How to Model, Train and validate a deep learning Classifier in Python/2. Data Augmentation and Features Extraction using deep CNNs.srt
6.6 KB
~Get Your Files Here !/2. How to Model, Train and validate a deep learning Classifier in Python/3. How to use Transfer Learning in Healthcare Problems using Deep CNN's.mp4
165.3 MB
~Get Your Files Here !/2. How to Model, Train and validate a deep learning Classifier in Python/3. How to use Transfer Learning in Healthcare Problems using Deep CNN's.srt
7.9 KB
~Get Your Files Here !/3. Optimizers in AI and Back-propagation in deep learning Networks/1. Optimizers, Backpropagation and reinforcement in Deep Learning Networks.mp4
156.6 MB
~Get Your Files Here !/3. Optimizers in AI and Back-propagation in deep learning Networks/1. Optimizers, Backpropagation and reinforcement in Deep Learning Networks.srt
7.6 KB
~Get Your Files Here !/4. LSTMs and Tiny AI/1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.mp4
145.3 MB
~Get Your Files Here !/4. LSTMs and Tiny AI/1. Long Short Term Memory using Recurrent Neural Networks for Bio-computing.srt
6.8 KB
~Get Your Files Here !/4. LSTMs and Tiny AI/2. Tiny Artificial Intelligence for well being using Wearables and Implants.mp4
147.1 MB
~Get Your Files Here !/4. LSTMs and Tiny AI/2. Tiny Artificial Intelligence for well being using Wearables and Implants.srt
6.7 KB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/1. Emerging AI Healthcare Landscape.mp4
155.9 MB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/1. Emerging AI Healthcare Landscape.srt
6.8 KB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/2. Artificial Intelligence Nurturing Healthcare.mp4
142.3 MB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/2. Artificial Intelligence Nurturing Healthcare.srt
7.1 KB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/3. Implementation of Neural Networks in AI for Neurodegenerative Disorders.mp4
168.6 MB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/3. Implementation of Neural Networks in AI for Neurodegenerative Disorders.srt
8.1 KB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/4. Brain Computer Interfacing using Python Codes.mp4
218 MB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/4. Brain Computer Interfacing using Python Codes.srt
11.2 KB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/5. Modeling of deep learning networks for Cancer Diagnosis.mp4
190.5 MB
~Get Your Files Here !/5. Modeling and Implementation of Medical Imaging Problems in Python using AI/5. Modeling of deep learning networks for Cancer Diagnosis.srt
9.4 KB
~Get Your Files Here !/6. Green Artificial Intelligence/1. Green AI a primer to reduce carbon footprints.mp4
106.4 MB
~Get Your Files Here !/6. Green Artificial Intelligence/1. Green AI a primer to reduce carbon footprints.srt
5 KB
~Get Your Files Here !/7. 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 !/7. 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 !/8. Artificial Intelligence A Case Example of Cryptocurrency/1. AI in Blockchain and Crypto-mining.mp4
151.4 MB
~Get Your Files Here !/8. Artificial Intelligence A Case Example of Cryptocurrency/1. AI in Blockchain and Crypto-mining.srt
7.4 KB
~Get Your Files Here !/9. 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 !/9. 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 !/9. 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 !/9. Deep learning for implementing Forks in Block chain/2. Fungible vs Non Fungible Block Tokens in Blockchain.srt
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