Udemy - 10 Days of No Code Artificial Intelligence Bootcamp

Category Other
Type Tutorials
Language English
Total size 6.6 GB
Uploaded By CourseClub

Downloads 487
Last checked 4 days ago
Date uploaded 4 years ago
Seeders 5
Leechers 6

Infohash : F359CDD4E8D15D243ED9740F578063173DE161D5

Udemy - 10 Days of No Code Artificial Intelligence Bootcamp

Build 10 AI projects in 10 days without coding using Google Teachable Machines, DataRobot, AWS Autopilot, and Vertex AI

Created by Dr. Ryan Ahmed, Ph.D., MBA, Ligency Team, Mitchell Bouchard
Last updated 10/2021
English
English [Auto]

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Bonus Materials [Please download ASAP, Link expiring soon]
Bonus Materials.html (0.2 KB)

Welcome to the Course!
Main Course Intro.mp4 (34.3 MB)
Main Course Intro.srt (2.1 KB)
1 10 Days of No Code AI - Course Package.zip (910.3 MB)
Course Introduction and Best Practices.mp4 (65.8 MB)
Course Introduction and Best Practices.srt (11.9 KB)
AI Superpowers.mp4 (68.0 MB)
AI Superpowers.srt (8.3 KB)
Key AI Components.mp4 (100.5 MB)
Key AI Components.srt (17.9 KB)
Course Outline.mp4 (37.6 MB)
Course Outline.srt (6.5 KB)

Day 1 Develop an AI model to classify fashion elements using Google Teachable
Introduction to Day 1.mp4 (26.0 MB)
Introduction to Day 1.srt (1.6 KB)
Task 1. Project Card and Demo.mp4 (16.5 MB)
Task 1. Project Card and Demo.srt (10.9 KB)
Task 2. AI Applications in Fashion.mp4 (119.5 MB)
Task 2. AI Applications in Fashion.srt (13.4 KB)
Quiz AI Applications in Fashion.html (0.2 KB)
Task 3. Data Exploration.mp4 (37.1 MB)
Task 3. Data Exploration.srt (6.1 KB)
Task 4. Model Training and Testing in Google Teachable Machines.mp4 (138.3 MB)
Task 4. Model Training and Testing in Google Teachable Machines.srt (23.3 KB)
Task 5. Export and Deploy Model in Google Teachable Machines.mp4 (47.4 MB)
Task 5. Export and Deploy Model in Google Teachable Machines.srt (8.7 KB)
Task 6. Final Project.mp4 (18.9 MB)
Task 6. Final Project.srt (11.7 KB)
End of Day 1.mp4 (9.7 MB)
End of Day 1.srt (0.7 KB)
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Day 2 Deep Dive into AI technicalities
Introduction to Day 2.mp4 (25.3 MB)
Introduction to Day 2.srt (1.8 KB)
Task 1. Project Overview.mp4 (29.2 MB)
Task 1. Project Overview.srt (5.8 KB)
Task 2. Artificial Neural Networks (ANNs) Simplified.mp4 (97.0 MB)
Task 2. Artificial Neural Networks (ANNs) Simplified.srt (18.1 KB)
Quiz Cutting-Edge AI Models.html (0.2 KB)
Task 3. AI Training vs. Testing Process.mp4 (22.1 MB)
Task 3. AI Training vs. Testing Process.srt (16.2 KB)
Task 4. AI Lingo.mp4 (75.6 MB)
Task 4. AI Lingo.srt (16.2 KB)
Task 5. Confusion Matrix.mp4 (58.8 MB)
Task 5. Confusion Matrix.srt (15.8 KB)
Task 6. Final Project Part A.mp4 (85.9 MB)
Task 6. Final Project Part A.srt (16.8 KB)
Task 7. Final Project Part B.mp4 (74.1 MB)
Task 7. Final Project Part B.srt (13.9 KB)
End of Day 2.mp4 (11.2 MB)
End of Day 2.srt (0.6 KB)

Day 3 Detect and classify face masks using Google Teachable Machines
Introduction Day 3.mp4 (26.5 MB)
Introduction Day 3.srt (1.7 KB)
Task 1. Project Card and Demo.mp4 (53.8 MB)
Task 1. Project Card and Demo.srt (8.1 KB)
Task 2. Business Case.mp4 (53.0 MB)
Task 2. Business Case.srt (7.9 KB)
Quiz AI Applications for Facial Recognition.html (0.2 KB)
Task 3. Google Teachable Machines Demo Data Collection.mp4 (67.1 MB)
Task 3. Google Teachable Machines Demo Data Collection.srt (11.1 KB)
Task 4. Google Teachable Machines Demo Model Training.mp4 (9.2 MB)
Task 4. Google Teachable Machines Demo Model Training.srt (5.0 KB)
Task 5. Google Teachable Machines Demo Model EvaluationDeployment.mp4 (59.2 MB)
Task 5. Google Teachable Machines Demo Model EvaluationDeployment.srt (8.7 KB)
Task 6. Classifier Models KPIs.mp4 (66.1 MB)
Task 6. Classifier Models KPIs.srt (14.7 KB)
Task 7. Precision vs. Recall.mp4 (87.9 MB)
Task 7. Precision vs. Recall.srt (14.8 KB)
Task 8. Final Project.mp4 (92.4 MB)
Task 8. Final Project.srt (13.8 KB)
End of Day 3.mp4 (9.2 MB)
End of Day 3.srt (0.6 KB)

Day 4 Visualize Artificial Intelligence Models Using Tensorspace.JS and GTP
Introduction Day 4.mp4 (21.1 MB)
Introduction Day 4.srt (1.4 KB)
Task 1. Project Card and Demo.mp4 (47.6 MB)
Task 1. Project Card and Demo.srt (7.1 KB)
Task 2. Artificial Neural Networks 101.mp4 (88.6 MB)
Task 2. Artificial Neural Networks 101.srt (14.9 KB)
Quiz Artificial Neural Networks Architectures.html (0.2 KB)
Task 3. Visualize ANNs in GTP.mp4 (29.0 MB)
Task 3. Visualize ANNs in GTP.srt (14.5 KB)
Task 4. Final Project Part A.mp4 (136.9 MB)
Task 4. Final Project Part A.srt (17.6 KB)
Task 5. Convolutional Neural Networks (CNNs).mp4 (90.1 MB)
Task 5. Convolutional Neural Networks (CNNs).srt (18.1 KB)
Task 6. CNNs Visualization.mp4 (101.2 MB)
Task 6. CNNs Visualization.srt (14.3 KB)
Task 7. LeNet Architecture Overview.mp4 (38.4 MB)
Task 7. LeNet Architecture Overview.srt (7.3 KB)
Task 8. 3D Visualization in Tensorspace.JS.mp4 (64.8 MB)
Task 8. 3D Visualization in Tensorspace.JS.srt (9.4 KB)
Task 9. ResNet Visualization in TensorSpace.JS.mp4 (96.1 MB)
Task 9. ResNet Visualization in TensorSpace.JS.srt (13.9 KB)
Task 10. Final Project.mp4 (51.8 MB)
Task 10. Final Project.srt (7.7 KB)
End of Day 4.mp4 (9.1 MB)
End of Day 4.srt (0.6 KB)

Day 5 Develop an ML Model to predict used car prices using DataRobot
Introduction Day 5.mp4 (25.1 MB)
Introduction Day 5.srt (1.5 KB)
Task 1. Project Card and Demo.mp4 (47.7 MB)
Task 1. Project Card and Demo.srt (7.5 KB)
Task 2. Success Stories and Business Case.mp4 (53.9 MB)
Task 2. Success Stories and Business Case.srt (6.5 KB)
Quiz AI for Price Prediction.html (0.2 KB)
Task 3. Data Overview.mp4 (7.6 MB)
Task 3. Data Overview.srt (5.6 KB)
Task 4. DataRobot Demo Data Upload.mp4 (48.6 MB)
Task 4. DataRobot Demo Data Upload.srt (10.6 KB)
Task 5. DataRobot Demo Exploratory Data Analysis.mp4 (60.8 MB)
Task 5. DataRobot Demo Exploratory Data Analysis.srt (11.7 KB)
Task 6. DataRobot Demo Model Training.mp4 (43.4 MB)
Task 6. DataRobot Demo Model Training.srt (8.9 KB)
Task 7. DataRobot Demo Model Assessment.mp4 (68.4 MB)
Task 7. DataRobot Demo Model Assessment.srt (12.9 KB)
Task 8. DataRobot Demo Model Deployment.mp4 (39.3 MB)
Task 8. DataRobot Demo Model Deployment.srt (8.9 KB)
Task 9. Technicalities.mp4 (65.6 MB)
Task 9. Technicalities.srt (15.2 KB)
Task 10. Final Project Part A.mp4 (36.2 MB)
Task 10. Final Project Part A.srt (7.5 KB)
Task 11. Final Project Part B.mp4 (96.7 MB)
Task 11. Final Project Part B.srt (18.7 KB)
End of Day 5.mp4 (7.1 MB)
End of Day 5.srt (0.4 KB)

Day 6 Develop an AI model to predict employee’s attrition using DataRobot
Introduction Day 6.mp4 (30.6 MB)
Introduction Day 6.srt (1.8 KB)
Task 1. Project Card and Demo.mp4 (31.1 MB)
Task 1. Project Card and Demo.srt (6.0 KB)
Task 2. Success Stories and Business Case.mp4 (45.5 MB)
Task 2. Success Stories and Business Case.srt (6.2 KB)
Reading Materials How AI is Transforming Human Resources.html (0.3 KB)
Quiz How AI is transforming Human Resources.html (0.2 KB)
Task 3. Data Overview.mp4 (32.8 MB)
Task 3. Data Overview.srt (6.0 KB)
Task 4. DataRobot Demo Data Upload.mp4 (34.7 MB)
Task 4. DataRobot Demo Data Upload.srt (6.8 KB)
Task 5. DataRobot Demo Data Exploration.mp4 (52.8 MB)
Task 5. DataRobot Demo Data Exploration.srt (9.4 KB)
Task 6. DataRobot Demo Model Training.mp4 (42.5 MB)
Task 6. DataRobot Demo Model Training.srt (8.0 KB)
Task 7. Classification Models KPIs.mp4 (27.8 MB)
Task 7. Classification Models KPIs.srt (20.9 KB)
Task 8. Model Assessment.mp4 (121.2 MB)
Task 8. Model Assessment.srt (22.0 KB)
Task 9. Final Project.mp4 (36.8 MB)
Task 9. Final Project.srt (8.1 KB)
End of Day 6.mp4 (4.3 MB)
End of Day 6.srt (0.3 KB)

Day 7 Develop an AI model to detect Diabetic Retinopathy Using DataRobot
Introduction Day 7.mp4 (40.9 MB)
Introduction Day 7.srt (2.5 KB)
Task 1. Project Card and Demo.mp4 (53.0 MB)
Task 1. Project Card and Demo.srt (8.3 KB)
Task 2. Business Case and Success Stories.mp4 (51.4 MB)
Task 2. Business Case and Success Stories.srt (7.5 KB)
Quiz How AI is helping prevent Blindness.html (0.2 KB)
Task 3. Data Exploration.mp4 (5.7 MB)
Task 3. Data Exploration.srt (3.4 KB)
Task 4. DataRobot Demo Data Upload.mp4 (44.7 MB)
Task 4. DataRobot Demo Data Upload.srt (8.7 KB)
Task 5. DataRobot Demo Model Training.mp4 (82.6 MB)
Task 5. DataRobot Demo Model Training.srt (13.0 KB)
Task 6. DataRobot Demo Deploy Model.mp4 (37.8 MB)
Task 6. DataRobot Demo Deploy Model.srt (6.5 KB)
Task 7. Explainable AI.mp4 (121.6 MB)
Task 7. Explainable AI.srt (22.6 KB)
Task 8. Final Project.mp4 (98.7 MB)
Task 8. Final Project.srt (17.1 KB)
End of Day 7.mp4 (10.2 MB)
End of Day 7.srt (0.7 KB)

Day 8 Deploy an AI model to predict customer sentiment from Text
Introduction to Day 8.mp4 (25.7 MB)
Introduction to Day 8.srt (1.7 KB)
Task 1. Project Card and Demo.mp4 (57.9 MB)
Task 1. Project Card and Demo.srt (11.0 KB)
Task 2. Business Case, Reading Materials and Quiz.mp4 (69.0 MB)
Task 2. Business Case, Reading Materials and Quiz.srt (8.6 KB)
Quiz AIML Applications For Sentiment Analysis.html (0.2 KB)
Task 3. Data Exploration.mp4 (38.5 MB)
Task 3. Data Exploration.srt (7.9 KB)
Task 4. DataRobot Demo Data Upload.mp4 (44.8 MB)
Task 4. DataRobot Demo Data Upload.srt (8.2 KB)
Task 5. DataRobot Demo Data Analysis.mp4 (112.3 MB)
Task 5. DataRobot Demo Data Analysis.srt (17.0 KB)
Task 6. DataRobot Demo Model Training.mp4 (27.4 MB)
Task 6. DataRobot Demo Model Training.srt (14.1 KB)
Task 7. DataRobot Demo Model Deployment.mp4 (35.6 MB)
Task 7. DataRobot Demo Model Deployment.srt (7.4 KB)
Task 8. Final Project Part A.mp4 (38.9 MB)
Task 8. Final Project Part A.srt (8.3 KB)
Task 9. Final Project Part B.mp4 (52.5 MB)
Task 9. Final Project Part B.srt (10.5 KB)
End of Day 8.mp4 (7.9 MB)
End of Day 8.srt (0.6 KB)
[CourseClub.Me].url (0.1 KB)
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Day 9 Predict credit card default using AWS SageMaker Autopilot
Introduction Day 9.mp4 (34.3 MB)
Introduction Day 9.srt (2.0 KB)
Task 1. Project Card.mp4 (18.2 MB)
Task 1. Project Card.srt (3.2 KB)
Task 2. AI Applications in Business.mp4 (59.0 MB)
Task 2. AI Applications in Business.srt (9.4 KB)
Quiz AI Applications in Business.html (0.2 KB)
Task 3. AWS 101.mp4 (20.8 MB)
Task 3. AWS 101.srt (13.9 KB)
Task 4. AWS S3 EC2 and SageMaker.mp4 (72.3 MB)
Task 4. AWS S3 EC2 and SageMaker.srt (14.1 KB)
Task 5. AWS SageMaker Autopilot Demo 1.mp4 (87.6 MB)
Task 5. AWS SageMaker Autopilot Demo 1.srt (17.8 KB)
Task 5. AWS SageMaker Autopilot Demo 2.mp4 (43.5 MB)
Task 5. AWS SageMaker Autopilot Demo 2.srt (8.8 KB)
Task 5. AWS SageMaker Autopilot Demo 3.mp4 (62.1 MB)
Task 5. AWS SageMaker Autopilot Demo 3.srt (9.6 KB)
Task 6. Delete Endpoint.mp4 (10.5 MB)
Task 6. Delete Endpoint.srt (2.7 KB)
Task 7. Final Project Overview.mp4 (24.8 MB)
Task 7. Final Project Overview.srt (4.0 KB)
Task 8. Final Project Solution - AWS AutoPilot Demo 1.mp4 (72.8 MB)
Task 8. Final Project Solution - AWS AutoPilot Demo 1.srt (13.9 KB)
Task 8. Final Project Solution - AWS AutoPilot Demo 2.mp4 (50.7 MB)
Task 8. Final Project Solution - AWS AutoPilot Demo 2.srt (9.2 KB)
Task 8. Final Project Solution - AWS AutoPilot Demo 3.mp4 (88.1 MB)
Task 8. Final Project Solution - AWS AutoPilot Demo 3.srt (12.8 KB)
End of Day 9.mp4 (4.9 MB)
End of Day 9.srt (0.3 KB)

Day 10 Google Vertex AI-Powered Regression Model Prediction
Task 1. The Rise of Machine Learning in Higher Education.mp4 (80.3 MB)
Task 1. The Rise of Machine Learning in Higher Education.srt (12.0 KB)
Quiz The Rise of Machine Learning in Higher Education.html (0.2 KB)
Task 2. Machine Learning Regression.mp4 (100.1 MB)
Task 2. Machine Learning Regression.srt (17.2 KB)
Task 3. Vertex AI Demo Part 1 Setup and Upload.mp4 (115.9 MB)
Task 3. Vertex AI Demo Part 1 Setup and Upload.srt (21.1 KB)
Task 4. Vertex AI Demo Part 2 Model Training.mp4 (85.6 MB)
Task 4. Vertex AI Demo Part 2 Model Training.srt (17.2 KB)
Task 5. Machine Learning Regression Models Metrics.mp4 (99.3 MB)
Task 5. Machine Learning Regression Models Metrics.srt (16.4 KB)
Task 6. Vertex AI Demo Part 3 Deploy Model.mp4 (32.8 MB)
Task 6. Vertex AI Demo Part 3 Deploy Model.srt (20.2 KB)
Task 7. Recap and Concluding Remarks.mp4 (47.2 MB)
Task 7. Recap and Concluding Remarks.srt (8.9 KB)
End of Day 10.mp4 (16.3 MB)
End of Day 10.srt (1.0 KB)

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