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Modern Artificial Intelligence Masterclass Build 6 Projects
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2024-1-10 03:48
2024-12-26 01:00
819
8.42 GB
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Modern
Artificial
Intelligence
Masterclass
Build
6
Projects
文件列表
3. Emotion AI/7. Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4
219.47MB
4. AI in Healthcare/1. Project Introduction and Welcome Message.mp4
58.01MB
4. AI in Healthcare/7. Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4
201.36MB
4. AI in Healthcare/5. Task #4 - Understand the Intuition behind ResNet and CNNs.mp4
122.27MB
4. AI in Healthcare/4. Task #3 - Visualize and Explore Datasets.mp4
164.87MB
4. AI in Healthcare/3. Task #2 - Import Libraries and Datasets.mp4
107.07MB
4. AI in Healthcare/11. Task #10 - Train ResUnet Segmentation Model.mp4
38.29MB
4. AI in Healthcare/9. Task #8 - Understand ResUnet Segmentation Models Intuition.mp4
150.52MB
4. AI in Healthcare/10. Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4
136.71MB
4. AI in Healthcare/8. Task #7 - Assess Trained Classifier Model Performance.mp4
79.19MB
4. AI in Healthcare/2. Task #1 - Understand the Problem Statement and Business Case.mp4
175.95MB
4. AI in Healthcare/6. Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4
120.68MB
6. AI In Business (Finance) & AutoML/7. Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4
212.63MB
6. AI In Business (Finance) & AutoML/11. Task #9 - Understand XG-Boost in AWS SageMaker.mp4
77.68MB
6. AI In Business (Finance) & AutoML/1. Project Introduction and Welcome Message.mp4
56.98MB
6. AI In Business (Finance) & AutoML/9. Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4
71.48MB
6. AI In Business (Finance) & AutoML/6. Task #4 - Clean Up the Data.mp4
55.6MB
6. AI In Business (Finance) & AutoML/13. Task #11 - Deploy Model and Make Inference.mp4
107.9MB
6. AI In Business (Finance) & AutoML/10. Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4
65.7MB
6. AI In Business (Finance) & AutoML/5. Task #3 - Visualize and Explore Dataset.mp4
199.67MB
6. AI In Business (Finance) & AutoML/12. Task #10 - Train XG-Boost in AWS SageMaker.mp4
140.4MB
6. AI In Business (Finance) & AutoML/8. Task #6 - Understand XG-Boost Algorithm Key Steps.mp4
205.48MB
6. AI In Business (Finance) & AutoML/4. Task #2 - Import Libraries and Datasets.mp4
51.86MB
6. AI In Business (Finance) & AutoML/14. Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4
122.81MB
6. AI In Business (Finance) & AutoML/3. Task #1 - Understand the Problem Statement & Business Case.mp4
105.46MB
7. Creative AI/1. Project Introduction and Welcome Message.mp4
37.07MB
7. Creative AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4
136.85MB
7. Creative AI/10. Task #9 - Apply DeepDream Algorithm to Generate Images.mp4
66.9MB
7. Creative AI/9. Task #8 - Implement Deep Dream Algorithm Part #2.mp4
120.75MB
7. Creative AI/3. Task #2 - Import Model with Pre-trained Weights.mp4
53.87MB
7. Creative AI/4. Task #3 - Import and Merge Images.mp4
67.98MB
7. Creative AI/6. Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4
195.03MB
7. Creative AI/11. Task #10 - Generate DeepDream Video.mp4
77.81MB
7. Creative AI/7. Task #6 - Understand The Gradient Operations in TF 2.0.mp4
37.47MB
7. Creative AI/5. Task #4 - Run the Pre-trained Model and Explore Activations.mp4
85.05MB
7. Creative AI/8. Task #7 - Implement Deep Dream Algorithm Part #1.mp4
83.08MB
8. Explainable AI/1. Project Introduction and Welcome Message.mp4
39.61MB
9. Crash Course on AWS, S3, and SageMaker/7. AWS SageMaker Overview.mp4
64.64MB
9. Crash Course on AWS, S3, and SageMaker/2. Key Machine Learning Components and AWS Tour.mp4
60.76MB
9. Crash Course on AWS, S3, and SageMaker/5. EC2 and Identity and Access Management (IAM).mp4
108.29MB
9. Crash Course on AWS, S3, and SageMaker/4. Amazon S3.mp4
111.36MB
9. Crash Course on AWS, S3, and SageMaker/3. Regions and Availability Zones.mp4
52.94MB
9. Crash Course on AWS, S3, and SageMaker/9. AWS SageMaker Studio Overview.mp4
66.93MB
9. Crash Course on AWS, S3, and SageMaker/6. AWS Free Tier Account Setup and Overview.mp4
38.11MB
9. Crash Course on AWS, S3, and SageMaker/1. What is AWS and Cloud Computing.mp4
68.06MB
9. Crash Course on AWS, S3, and SageMaker/8. AWS SageMaker Walk-through.mp4
81.6MB
9. Crash Course on AWS, S3, and SageMaker/11. AWS SageMaker Model Deployment.mp4
110.86MB
9. Crash Course on AWS, S3, and SageMaker/10. AWS SageMaker Studio Walk-through.mp4
51.51MB
3. Emotion AI/9. Task #8 - Understand Convolutional Neural Networks and ResNets.mp4
127.04MB
3. Emotion AI/10. Task #9 - Build ResNet to Detect Key Facial Points.mp4
131.85MB
3. Emotion AI/1. Project Introduction and Welcome Message.mp4
61.4MB
3. Emotion AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4
118.88MB
3. Emotion AI/13. Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4
94.82MB
3. Emotion AI/15. Task #14 - Perform Image Augmentation.mp4
109.35MB
3. Emotion AI/21. Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4
41.17MB
3. Emotion AI/17. Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4
135.26MB
3. Emotion AI/16. Task #15 - Build & Train a Facial Expression Classifier Model.mp4
138.26MB
3. Emotion AI/8. Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4
160.52MB
3. Emotion AI/3. Task #2 - Import Libraries and Datasets.mp4
102.22MB
3. Emotion AI/14. Task #13 - Visualize Images for Facial Expression Detection.mp4
55.97MB
3. Emotion AI/20. Task #19 - Save Trained Model for Deployment.mp4
101.84MB
3. Emotion AI/22. Task #21 - Deploy Both Models and Make Inference.mp4
88.5MB
4. AI in Healthcare/12. Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4
128.67MB
3. Emotion AI/5. Task #4 - Perform Images Augmentation.mp4
141.82MB
3. Emotion AI/18. Task #17 - Assess Facial Expression Classifier Model.mp4
104.52MB
3. Emotion AI/12. Task #11 - Assess Trained ResNet Model Performance.mp4
42.91MB
3. Emotion AI/6. Task #5 - Perform Data Normalization and Scaling.mp4
59.34MB
3. Emotion AI/19. Task #18 - Make Predictions from Both Models 1. Key Facial Points & 2. Emotion.mp4
60.04MB
3. Emotion AI/4. Task #3 - Perform Image Visualizations.mp4
87.34MB
3. Emotion AI/11. Task #10 - Compile and Train Facial Key Points Detector Model.mp4
68.11MB
1. Introduction/1. Introduction and Welcome Message.mp4
69.17MB
1. Introduction/3. Course Outline and Key Learning Outcomes.mp4
174.78MB
1. Introduction/2. Introduction, Key Tips and Best Practices.mp4
108.49MB
5. AI in Business (Marketing)/8. Task #7 - Apply K-Means Clustering Algorithm.mp4
145.46MB
5. AI in Business (Marketing)/1. Project Introduction and Welcome Message.mp4
46.85MB
5. AI in Business (Marketing)/4. Task #3 - Perform Exploratory Data Analysis (Part #1).mp4
132.99MB
5. AI in Business (Marketing)/7. Apply Elbow Method to Find the Optimal Number of Clusters.mp4
72.65MB
5. AI in Business (Marketing)/3. Task #2 - Import Libraries and Datasets.mp4
106.54MB
5. AI in Business (Marketing)/9. Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4
100.97MB
5. AI in Business (Marketing)/5. Task #4 - Perform Exploratory Data Analysis (Part #2).mp4
182.96MB
5. AI in Business (Marketing)/6. Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4
165.3MB
5. AI in Business (Marketing)/11. Task #10 - Apply Auto-encoders and Perform Clustering.mp4
135.32MB
5. AI in Business (Marketing)/10. Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4
83.04MB
5. AI in Business (Marketing)/2. Task #1 - Understand AI Applications in Marketing.mp4
73.74MB
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