File | Size |
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1. Introduction/1. Introduction and Welcome Message.mp4 | 69.17 MB |
1. Introduction/1. Introduction and Welcome Message.srt | 4.68 kB |
1. Introduction/2. Introduction, Key Tips and Best Practices.mp4 | 108.49 MB |
1. Introduction/2. Introduction, Key Tips and Best Practices.srt | 14.99 kB |
1. Introduction/3. Course Outline and Key Learning Outcomes.mp4 | 174.78 MB |
1. Introduction/3. Course Outline and Key Learning Outcomes.srt | 24.27 kB |
1. Introduction/4. Get the Materials.html | 384.00 B |
2. Bonus Materials (Download now!)/1. Link to Bonus Materials.html | 1.65 kB |
3. Emotion AI/1. Project Introduction and Welcome Message.mp4 | 61.40 MB |
3. Emotion AI/1. Project Introduction and Welcome Message.srt | 3.56 kB |
3. Emotion AI/1.1 Emotion AI Slides.pdf | 3.07 MB |
3. Emotion AI/1.2 Emotion AI Google Colab Notebook.html | 146.00 B |
3. Emotion AI/10. Task #9 - Build ResNet to Detect Key Facial Points.mp4 | 131.85 MB |
3. Emotion AI/10. Task #9 - Build ResNet to Detect Key Facial Points.srt | 19.60 kB |
3. Emotion AI/11. Task #10 - Compile and Train Facial Key Points Detector Model.mp4 | 68.11 MB |
3. Emotion AI/11. Task #10 - Compile and Train Facial Key Points Detector Model.srt | 11.49 kB |
3. Emotion AI/12. Task #11 - Assess Trained ResNet Model Performance.mp4 | 42.91 MB |
3. Emotion AI/12. Task #11 - Assess Trained ResNet Model Performance.srt | 7.28 kB |
3. Emotion AI/13. Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4 | 94.82 MB |
3. Emotion AI/13. Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.srt | 17.63 kB |
3. Emotion AI/14. Task #13 - Visualize Images for Facial Expression Detection.mp4 | 55.97 MB |
3. Emotion AI/14. Task #13 - Visualize Images for Facial Expression Detection.srt | 11.21 kB |
3. Emotion AI/15. Task #14 - Perform Image Augmentation.mp4 | 109.35 MB |
3. Emotion AI/15. Task #14 - Perform Image Augmentation.srt | 19.99 kB |
3. Emotion AI/16. Task #15 - Build & Train a Facial Expression Classifier Model.mp4 | 138.26 MB |
3. Emotion AI/16. Task #15 - Build & Train a Facial Expression Classifier Model.srt | 22.69 kB |
3. Emotion AI/17. Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4 | 135.26 MB |
3. Emotion AI/17. Task #16 - Understand Classifiers Key Performance Indicators (KPIs).srt | 21.42 kB |
3. Emotion AI/18. Task #17 - Assess Facial Expression Classifier Model.mp4 | 104.52 MB |
3. Emotion AI/18. Task #17 - Assess Facial Expression Classifier Model.srt | 21.09 kB |
3. Emotion AI/19. Task #18 - Make Predictions from Both Models 1. Key Facial Points & 2. Emotion.mp4 | 60.04 MB |
3. Emotion AI/19. Task #18 - Make Predictions from Both Models 1. Key Facial Points & 2. Emotion.srt | 11.36 kB |
3. Emotion AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4 | 118.88 MB |
3. Emotion AI/2. Task #1 - Understand the Problem Statement & Business Case.srt | 15.89 kB |
3. Emotion AI/20. Task #19 - Save Trained Model for Deployment.mp4 | 101.84 MB |
3. Emotion AI/20. Task #19 - Save Trained Model for Deployment.srt | 14.61 kB |
3. Emotion AI/21. Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4 | 41.17 MB |
3. Emotion AI/21. Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.srt | 7.05 kB |
3. Emotion AI/22. Task #21 - Deploy Both Models and Make Inference.mp4 | 88.50 MB |
3. Emotion AI/22. Task #21 - Deploy Both Models and Make Inference.srt | 12.05 kB |
3. Emotion AI/3. Task #2 - Import Libraries and Datasets.mp4 | 102.22 MB |
3. Emotion AI/3. Task #2 - Import Libraries and Datasets.srt | 18.83 kB |
3. Emotion AI/4. Task #3 - Perform Image Visualizations.mp4 | 87.34 MB |
3. Emotion AI/4. Task #3 - Perform Image Visualizations.srt | 14.84 kB |
3. Emotion AI/5. Task #4 - Perform Images Augmentation.mp4 | 141.82 MB |
3. Emotion AI/5. Task #4 - Perform Images Augmentation.srt | 26.99 kB |
3. Emotion AI/6. Task #5 - Perform Data Normalization and Scaling.mp4 | 59.34 MB |
3. Emotion AI/6. Task #5 - Perform Data Normalization and Scaling.srt | 11.68 kB |
3. Emotion AI/7. Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4 | 219.47 MB |
3. Emotion AI/7. Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.srt | 31.15 kB |
3. Emotion AI/8. Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4 | 160.52 MB |
3. Emotion AI/8. Task #7 - Understand ANNs Training & Gradient Descent Algorithm.srt | 27.06 kB |
3. Emotion AI/9. Task #8 - Understand Convolutional Neural Networks and ResNets.mp4 | 127.04 MB |
3. Emotion AI/9. Task #8 - Understand Convolutional Neural Networks and ResNets.srt | 19.19 kB |
4. AI in Healthcare/1. Project Introduction and Welcome Message.mp4 | 58.01 MB |
4. AI in Healthcare/1. Project Introduction and Welcome Message.srt | 3.24 kB |
4. AI in Healthcare/1.1 AI in Healthcare Google Colab.html | 146.00 B |
4. AI in Healthcare/1.2 Healthcare AI Slides.pdf | 4.34 MB |
4. AI in Healthcare/10. Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4 | 136.71 MB |
4. AI in Healthcare/10. Task #9 - Build a Segmentation Model to Localize Brain Tumors.srt | 21.62 kB |
4. AI in Healthcare/11. Task #10 - Train ResUnet Segmentation Model.mp4 | 38.29 MB |
4. AI in Healthcare/11. Task #10 - Train ResUnet Segmentation Model.srt | 5.93 kB |
4. AI in Healthcare/12. Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4 | 128.67 MB |
4. AI in Healthcare/12. Task #11 - Assess Trained ResUNet Segmentation Model Performance.srt | 18.78 kB |
4. AI in Healthcare/2. Task #1 - Understand the Problem Statement and Business Case.mp4 | 175.95 MB |
4. AI in Healthcare/2. Task #1 - Understand the Problem Statement and Business Case.srt | 24.04 kB |
4. AI in Healthcare/3. Task #2 - Import Libraries and Datasets.mp4 | 107.07 MB |
4. AI in Healthcare/3. Task #2 - Import Libraries and Datasets.srt | 17.08 kB |
4. AI in Healthcare/4. Task #3 - Visualize and Explore Datasets.mp4 | 164.87 MB |
4. AI in Healthcare/4. Task #3 - Visualize and Explore Datasets.srt | 32.64 kB |
4. AI in Healthcare/5. Task #4 - Understand the Intuition behind ResNet and CNNs.mp4 | 122.27 MB |
4. AI in Healthcare/5. Task #4 - Understand the Intuition behind ResNet and CNNs.srt | 16.56 kB |
4. AI in Healthcare/6. Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4 | 120.68 MB |
4. AI in Healthcare/6. Task #5 - Understand Theory and Intuition Behind Transfer Learning.srt | 17.95 kB |
4. AI in Healthcare/7. Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4 | 201.36 MB |
4. AI in Healthcare/7. Task #6 - Train a Classifier Model To Detect Brain Tumors.srt | 33.42 kB |
4. AI in Healthcare/8. Task #7 - Assess Trained Classifier Model Performance.mp4 | 79.19 MB |
4. AI in Healthcare/8. Task #7 - Assess Trained Classifier Model Performance.srt | 13.72 kB |
4. AI in Healthcare/9. Task #8 - Understand ResUnet Segmentation Models Intuition.mp4 | 150.52 MB |
4. AI in Healthcare/9. Task #8 - Understand ResUnet Segmentation Models Intuition.srt | 20.82 kB |
5. AI in Business (Marketing)/1. Project Introduction and Welcome Message.mp4 | 46.85 MB |
5. AI in Business (Marketing)/1. Project Introduction and Welcome Message.srt | 2.62 kB |
5. AI in Business (Marketing)/1.1 AI in Business (Marketing) Google Colab.html | 146.00 B |
5. AI in Business (Marketing)/1.3 AI in Marketing Slides.pdf | 1.57 MB |
5. AI in Business (Marketing)/10. Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4 | 83.04 MB |
5. AI in Business (Marketing)/10. Task #9 - Understand the Theory and Intuition Behind Auto-encoders.srt | 12.50 kB |
5. AI in Business (Marketing)/11. Task #10 - Apply Auto-encoders and Perform Clustering.mp4 | 135.32 MB |
5. AI in Business (Marketing)/11. Task #10 - Apply Auto-encoders and Perform Clustering.srt | 19.27 kB |
5. AI in Business (Marketing)/2. Task #1 - Understand AI Applications in Marketing.mp4 | 73.74 MB |
5. AI in Business (Marketing)/2. Task #1 - Understand AI Applications in Marketing.srt | 10.07 kB |
5. AI in Business (Marketing)/3. Task #2 - Import Libraries and Datasets.mp4 | 106.54 MB |
5. AI in Business (Marketing)/3. Task #2 - Import Libraries and Datasets.srt | 21.28 kB |
5. AI in Business (Marketing)/4. Task #3 - Perform Exploratory Data Analysis (Part #1).mp4 | 132.99 MB |
5. AI in Business (Marketing)/4. Task #3 - Perform Exploratory Data Analysis (Part #1).srt | 25.61 kB |
5. AI in Business (Marketing)/5. Task #4 - Perform Exploratory Data Analysis (Part #2).mp4 | 182.96 MB |
5. AI in Business (Marketing)/5. Task #4 - Perform Exploratory Data Analysis (Part #2).srt | 30.12 kB |
5. AI in Business (Marketing)/6. Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4 | 165.30 MB |
5. AI in Business (Marketing)/6. Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.srt | 27.29 kB |
5. AI in Business (Marketing)/7. Apply Elbow Method to Find the Optimal Number of Clusters.mp4 | 72.65 MB |
5. AI in Business (Marketing)/7. Apply Elbow Method to Find the Optimal Number of Clusters.srt | 12.89 kB |
5. AI in Business (Marketing)/8. Task #7 - Apply K-Means Clustering Algorithm.mp4 | 145.46 MB |
5. AI in Business (Marketing)/8. Task #7 - Apply K-Means Clustering Algorithm.srt | 24.43 kB |
5. AI in Business (Marketing)/9. Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4 | 100.97 MB |
5. AI in Business (Marketing)/9. Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).srt | 15.63 kB |
6. AI In Business (Finance) & AutoML/1. Project Introduction and Welcome Message.mp4 | 56.98 MB |
6. AI In Business (Finance) & AutoML/1. Project Introduction and Welcome Message.srt | 3.01 kB |
6. AI In Business (Finance) & AutoML/1.1 AI In Business (Finance) & AutoML Google Colab.html | 146.00 B |
6. AI In Business (Finance) & AutoML/1.2 UCI_Credit_Card.csv | 2.73 MB |
6. AI In Business (Finance) & AutoML/1.3 AI in Finance.pdf | 6.20 MB |
6. AI In Business (Finance) & AutoML/1.4 AI in Finance - SageMaker AutoPilot.pdf | 1.03 MB |
6. AI In Business (Finance) & AutoML/10. Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4 | 65.70 MB |
6. AI In Business (Finance) & AutoML/10. Task #8 - Perform Grid Search and Hyper-parameters Optimization.srt | 10.59 kB |
6. AI In Business (Finance) & AutoML/11. Task #9 - Understand XG-Boost in AWS SageMaker.mp4 | 77.68 MB |
6. AI In Business (Finance) & AutoML/11. Task #9 - Understand XG-Boost in AWS SageMaker.srt | 11.04 kB |
6. AI In Business (Finance) & AutoML/12. Task #10 - Train XG-Boost in AWS SageMaker.mp4 | 140.40 MB |
6. AI In Business (Finance) & AutoML/12. Task #10 - Train XG-Boost in AWS SageMaker.srt | 23.06 kB |
6. AI In Business (Finance) & AutoML/13. Task #11 - Deploy Model and Make Inference.mp4 | 107.90 MB |
6. AI In Business (Finance) & AutoML/13. Task #11 - Deploy Model and Make Inference.srt | 15.30 kB |
6. AI In Business (Finance) & AutoML/14. Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4 | 122.81 MB |
6. AI In Business (Finance) & AutoML/14. Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).srt | 22.04 kB |
6. AI In Business (Finance) & AutoML/2. Notes on Amazon Web Services (AWS).html | 787.00 B |
6. AI In Business (Finance) & AutoML/3. Task #1 - Understand the Problem Statement & Business Case.mp4 | 105.46 MB |
6. AI In Business (Finance) & AutoML/3. Task #1 - Understand the Problem Statement & Business Case.srt | 16.78 kB |
6. AI In Business (Finance) & AutoML/4. Task #2 - Import Libraries and Datasets.mp4 | 51.86 MB |
6. AI In Business (Finance) & AutoML/4. Task #2 - Import Libraries and Datasets.srt | 7.48 kB |
6. AI In Business (Finance) & AutoML/5. Task #3 - Visualize and Explore Dataset.mp4 | 199.67 MB |
6. AI In Business (Finance) & AutoML/5. Task #3 - Visualize and Explore Dataset.srt | 31.28 kB |
6. AI In Business (Finance) & AutoML/6. Task #4 - Clean Up the Data.mp4 | 55.60 MB |
6. AI In Business (Finance) & AutoML/6. Task #4 - Clean Up the Data.srt | 9.08 kB |
6. AI In Business (Finance) & AutoML/7. Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4 | 212.63 MB |
6. AI In Business (Finance) & AutoML/7. Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.srt | 32.56 kB |
6. AI In Business (Finance) & AutoML/8. Task #6 - Understand XG-Boost Algorithm Key Steps.mp4 | 205.48 MB |
6. AI In Business (Finance) & AutoML/8. Task #6 - Understand XG-Boost Algorithm Key Steps.srt | 31.99 kB |
6. AI In Business (Finance) & AutoML/9. Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4 | 71.48 MB |
6. AI In Business (Finance) & AutoML/9. Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.srt | 12.16 kB |
7. Creative AI/1. Project Introduction and Welcome Message.mp4 | 37.07 MB |
7. Creative AI/1. Project Introduction and Welcome Message.srt | 1.91 kB |
7. Creative AI/1.2 Creative AI.pdf | 4.83 MB |
7. Creative AI/1.3 Creative AI Google Colab.html | 146.00 B |
7. Creative AI/10. Task #9 - Apply DeepDream Algorithm to Generate Images.mp4 | 66.90 MB |
7. Creative AI/10. Task #9 - Apply DeepDream Algorithm to Generate Images.srt | 11.10 kB |
7. Creative AI/11. Task #10 - Generate DeepDream Video.mp4 | 77.81 MB |
7. Creative AI/11. Task #10 - Generate DeepDream Video.srt | 10.87 kB |
7. Creative AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4 | 136.85 MB |
7. Creative AI/2. Task #1 - Understand the Problem Statement & Business Case.srt | 13.63 kB |
7. Creative AI/3. Task #2 - Import Model with Pre-trained Weights.mp4 | 53.87 MB |
7. Creative AI/3. Task #2 - Import Model with Pre-trained Weights.srt | 11.38 kB |
7. Creative AI/4. Task #3 - Import and Merge Images.mp4 | 67.98 MB |
7. Creative AI/4. Task #3 - Import and Merge Images.srt | 14.32 kB |
7. Creative AI/5. Task #4 - Run the Pre-trained Model and Explore Activations.mp4 | 85.05 MB |
7. Creative AI/5. Task #4 - Run the Pre-trained Model and Explore Activations.srt | 15.37 kB |
7. Creative AI/6. Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4 | 195.03 MB |
7. Creative AI/6. Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.srt | 30.62 kB |
7. Creative AI/7. Task #6 - Understand The Gradient Operations in TF 2.0.mp4 | 37.47 MB |
7. Creative AI/7. Task #6 - Understand The Gradient Operations in TF 2.0.srt | 8.70 kB |
7. Creative AI/8. Task #7 - Implement Deep Dream Algorithm Part #1.mp4 | 83.08 MB |
7. Creative AI/8. Task #7 - Implement Deep Dream Algorithm Part #1.srt | 15.01 kB |
7. Creative AI/9. Task #8 - Implement Deep Dream Algorithm Part #2.mp4 | 120.75 MB |
7. Creative AI/9. Task #8 - Implement Deep Dream Algorithm Part #2.srt | 17.67 kB |
8. Explainable AI/1. Project Introduction and Welcome Message.mp4 | 39.61 MB |
8. Explainable AI/1. Project Introduction and Welcome Message.srt | 2.35 kB |
8. Explainable AI/2. Introduction and Welcome Message.html | 65.00 B |
9. Crash Course on AWS, S3, and SageMaker/1. What is AWS and Cloud Computing.mp4 | 68.06 MB |
9. Crash Course on AWS, S3, and SageMaker/1. What is AWS and Cloud Computing.srt | 11.78 kB |
9. Crash Course on AWS, S3, and SageMaker/10. AWS SageMaker Studio Walk-through.mp4 | 51.51 MB |
9. Crash Course on AWS, S3, and SageMaker/10. AWS SageMaker Studio Walk-through.srt | 10.71 kB |
9. Crash Course on AWS, S3, and SageMaker/11. AWS SageMaker Model Deployment.mp4 | 110.86 MB |
9. Crash Course on AWS, S3, and SageMaker/11. AWS SageMaker Model Deployment.srt | 15.16 kB |
9. Crash Course on AWS, S3, and SageMaker/2. Key Machine Learning Components and AWS Tour.mp4 | 60.76 MB |
9. Crash Course on AWS, S3, and SageMaker/2. Key Machine Learning Components and AWS Tour.srt | 13.63 kB |
9. Crash Course on AWS, S3, and SageMaker/3. Regions and Availability Zones.mp4 | 52.94 MB |
9. Crash Course on AWS, S3, and SageMaker/3. Regions and Availability Zones.srt | 8.81 kB |
9. Crash Course on AWS, S3, and SageMaker/4. Amazon S3.mp4 | 111.36 MB |
9. Crash Course on AWS, S3, and SageMaker/4. Amazon S3.srt | 20.97 kB |
9. Crash Course on AWS, S3, and SageMaker/5. EC2 and Identity and Access Management (IAM).mp4 | 108.29 MB |
9. Crash Course on AWS, S3, and SageMaker/5. EC2 and Identity and Access Management (IAM).srt | 18.66 kB |
9. Crash Course on AWS, S3, and SageMaker/6. AWS Free Tier Account Setup and Overview.mp4 | 38.11 MB |
9. Crash Course on AWS, S3, and SageMaker/6. AWS Free Tier Account Setup and Overview.srt | 8.57 kB |
9. Crash Course on AWS, S3, and SageMaker/7. AWS SageMaker Overview.mp4 | 64.64 MB |
9. Crash Course on AWS, S3, and SageMaker/7. AWS SageMaker Overview.srt | 13.34 kB |
9. Crash Course on AWS, S3, and SageMaker/8. AWS SageMaker Walk-through.mp4 | 81.60 MB |
9. Crash Course on AWS, S3, and SageMaker/8. AWS SageMaker Walk-through.srt | 16.22 kB |
9. Crash Course on AWS, S3, and SageMaker/9. AWS SageMaker Studio Overview.mp4 | 66.93 MB |
9. Crash Course on AWS, S3, and SageMaker/9. AWS SageMaker Studio Overview.srt | 12.55 kB |
Download More Courses.html | 225.00 B |
Important !! Course Resources Files.html | 225.00 B |
[TGx]Downloaded from torrentgalaxy.to.txt | 585.00 B |