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Modern Artificial Intelligence Masterclass Build 6 Projects
magnet:?xt=urn:btih:b58642ebb82d2f21d3526bc5cf6636130f6937fc&dn=Modern Artificial Intelligence Masterclass Build 6 Projects
磁力链接详情
Hash值:
b58642ebb82d2f21d3526bc5cf6636130f6937fc
点击数:
722
文件大小:
8.42 GB
文件数量:
84
创建日期:
2024-1-10 03:48
最后访问:
2024-5-3 14:16
访问标签:
Modern
Artificial
Intelligence
Masterclass
Build
6
Projects
文件列表详情
3. Emotion AI/7. Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4 219.47 MB
4. AI in Healthcare/1. Project Introduction and Welcome Message.mp4 58.01 MB
4. AI in Healthcare/7. Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4 201.36 MB
4. AI in Healthcare/5. Task #4 - Understand the Intuition behind ResNet and CNNs.mp4 122.27 MB
4. AI in Healthcare/4. Task #3 - Visualize and Explore Datasets.mp4 164.87 MB
4. AI in Healthcare/3. Task #2 - Import Libraries and Datasets.mp4 107.07 MB
4. AI in Healthcare/11. Task #10 - Train ResUnet Segmentation Model.mp4 38.29 MB
4. AI in Healthcare/9. Task #8 - Understand ResUnet Segmentation Models Intuition.mp4 150.52 MB
4. AI in Healthcare/10. Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4 136.71 MB
4. AI in Healthcare/8. Task #7 - Assess Trained Classifier Model Performance.mp4 79.19 MB
4. AI in Healthcare/2. Task #1 - Understand the Problem Statement and Business Case.mp4 175.95 MB
4. AI in Healthcare/6. Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4 120.68 MB
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/11. Task #9 - Understand XG-Boost in AWS SageMaker.mp4 77.68 MB
6. AI In Business (Finance) & AutoML/1. Project Introduction and Welcome Message.mp4 56.98 MB
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/6. Task #4 - Clean Up the Data.mp4 55.6 MB
6. AI In Business (Finance) & AutoML/13. Task #11 - Deploy Model and Make Inference.mp4 107.9 MB
6. AI In Business (Finance) & AutoML/10. Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4 65.7 MB
6. AI In Business (Finance) & AutoML/5. Task #3 - Visualize and Explore Dataset.mp4 199.67 MB
6. AI In Business (Finance) & AutoML/12. Task #10 - Train XG-Boost in AWS SageMaker.mp4 140.4 MB
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/4. Task #2 - Import Libraries and Datasets.mp4 51.86 MB
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/3. Task #1 - Understand the Problem Statement & Business Case.mp4 105.46 MB
7. Creative AI/1. Project Introduction and Welcome Message.mp4 37.07 MB
7. Creative AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4 136.85 MB
7. Creative AI/10. Task #9 - Apply DeepDream Algorithm to Generate Images.mp4 66.9 MB
7. Creative AI/9. Task #8 - Implement Deep Dream Algorithm Part #2.mp4 120.75 MB
7. Creative AI/3. Task #2 - Import Model with Pre-trained Weights.mp4 53.87 MB
7. Creative AI/4. Task #3 - Import and Merge Images.mp4 67.98 MB
7. Creative AI/6. Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4 195.03 MB
7. Creative AI/11. Task #10 - Generate DeepDream Video.mp4 77.81 MB
7. Creative AI/7. Task #6 - Understand The Gradient Operations in TF 2.0.mp4 37.47 MB
7. Creative AI/5. Task #4 - Run the Pre-trained Model and Explore Activations.mp4 85.05 MB
7. Creative AI/8. Task #7 - Implement Deep Dream Algorithm Part #1.mp4 83.08 MB
8. Explainable AI/1. Project Introduction and Welcome Message.mp4 39.61 MB
9. Crash Course on AWS, S3, and SageMaker/7. AWS SageMaker Overview.mp4 64.64 MB
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/5. EC2 and Identity and Access Management (IAM).mp4 108.29 MB
9. Crash Course on AWS, S3, and SageMaker/4. Amazon S3.mp4 111.36 MB
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/9. AWS SageMaker Studio Overview.mp4 66.93 MB
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/1. What is AWS and Cloud Computing.mp4 68.06 MB
9. Crash Course on AWS, S3, and SageMaker/8. AWS SageMaker Walk-through.mp4 81.6 MB
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/10. AWS SageMaker Studio Walk-through.mp4 51.51 MB
3. Emotion AI/9. Task #8 - Understand Convolutional Neural Networks and ResNets.mp4 127.04 MB
3. Emotion AI/10. Task #9 - Build ResNet to Detect Key Facial Points.mp4 131.85 MB
3. Emotion AI/1. Project Introduction and Welcome Message.mp4 61.4 MB
3. Emotion AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4 118.88 MB
3. Emotion AI/13. Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4 94.82 MB
3. Emotion AI/15. Task #14 - Perform Image Augmentation.mp4 109.35 MB
3. Emotion AI/21. Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4 41.17 MB
3. Emotion AI/17. Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4 135.26 MB
3. Emotion AI/16. Task #15 - Build & Train a Facial Expression Classifier Model.mp4 138.26 MB
3. Emotion AI/8. Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4 160.52 MB
3. Emotion AI/3. Task #2 - Import Libraries and Datasets.mp4 102.22 MB
3. Emotion AI/14. Task #13 - Visualize Images for Facial Expression Detection.mp4 55.97 MB
3. Emotion AI/20. Task #19 - Save Trained Model for Deployment.mp4 101.84 MB
3. Emotion AI/22. Task #21 - Deploy Both Models and Make Inference.mp4 88.5 MB
4. AI in Healthcare/12. Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4 128.67 MB
3. Emotion AI/5. Task #4 - Perform Images Augmentation.mp4 141.82 MB
3. Emotion AI/18. Task #17 - Assess Facial Expression Classifier Model.mp4 104.52 MB
3. Emotion AI/12. Task #11 - Assess Trained ResNet Model Performance.mp4 42.91 MB
3. Emotion AI/6. Task #5 - Perform Data Normalization and Scaling.mp4 59.34 MB
3. Emotion AI/19. Task #18 - Make Predictions from Both Models 1. Key Facial Points & 2. Emotion.mp4 60.04 MB
3. Emotion AI/4. Task #3 - Perform Image Visualizations.mp4 87.34 MB
3. Emotion AI/11. Task #10 - Compile and Train Facial Key Points Detector Model.mp4 68.11 MB
1. Introduction/1. Introduction and Welcome Message.mp4 69.17 MB
1. Introduction/3. Course Outline and Key Learning Outcomes.mp4 174.78 MB
1. Introduction/2. Introduction, Key Tips and Best Practices.mp4 108.49 MB
5. AI in Business (Marketing)/8. Task #7 - Apply K-Means Clustering Algorithm.mp4 145.46 MB
5. AI in Business (Marketing)/1. Project Introduction and Welcome Message.mp4 46.85 MB
5. AI in Business (Marketing)/4. Task #3 - Perform Exploratory Data Analysis (Part #1).mp4 132.99 MB
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)/3. Task #2 - Import Libraries and Datasets.mp4 106.54 MB
5. AI in Business (Marketing)/9. Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4 100.97 MB
5. AI in Business (Marketing)/5. Task #4 - Perform Exploratory Data Analysis (Part #2).mp4 182.96 MB
5. AI in Business (Marketing)/6. Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4 165.3 MB
5. AI in Business (Marketing)/11. Task #10 - Apply Auto-encoders and Perform Clustering.mp4 135.32 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)/2. Task #1 - Understand AI Applications in Marketing.mp4 73.74 MB
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