Filename | Size |
| 1. Introduction/1. Course Promo & Instructor Bio.mp4 | 42.2 MB |
| 1. Introduction/1. Course Promo & Instructor Bio.vtt | 5 KB |
| 1. Introduction/2. Introduction - Course Agenda.mp4 | 29.6 MB |
| 1. Introduction/2. Introduction - Course Agenda.vtt | 6.6 KB |
| 1. Introduction/3. What Will I Learn.mp4 | 26.6 MB |
| 1. Introduction/3. What Will I Learn.vtt | 5.5 KB |
| 1. Introduction/4. When Do You Use Machine Learning.mp4 | 32.9 MB |
| 1. Introduction/4. When Do You Use Machine Learning.vtt | 5.4 KB |
| 1. Introduction/5. AWS Machine Learning Stack & AI.mp4 | 102.4 MB |
| 1. Introduction/5. AWS Machine Learning Stack & AI.vtt | 13.1 KB |
| 2. Machine Learning Problem Framing/1. Business Vs ML Problem.mp4 | 69.1 MB |
| 2. Machine Learning Problem Framing/1. Business Vs ML Problem.vtt | 11 KB |
| 2. Machine Learning Problem Framing/2. Types of Machine Learning.mp4 | 73.9 MB |
| 2. Machine Learning Problem Framing/2. Types of Machine Learning.vtt | 11.7 KB |
| 2. Machine Learning Problem Framing/3. Machine Learning Algorithms.mp4 | 127.7 MB |
| 2. Machine Learning Problem Framing/3. Machine Learning Algorithms.vtt | 18.4 KB |
| 3. Working With DataSets/1. Different Types of Data.mp4 | 34 MB |
| 3. Working With DataSets/1. Different Types of Data.vtt | 5.2 KB |
| 3. Working With DataSets/2. Data Collection & Integration.mp4 | 59.5 MB |
| 3. Working With DataSets/2. Data Collection & Integration.vtt | 7.9 KB |
| 3. Working With DataSets/3. Data Cleaning.mp4 | 45.6 MB |
| 3. Working With DataSets/3. Data Cleaning.vtt | 6.6 KB |
| 3. Working With DataSets/4. Data Splitting & Shuffling.mp4 | 50.7 MB |
| 3. Working With DataSets/4. Data Splitting & Shuffling.vtt | 7.9 KB |
| 4. Data Visualization & Feature Engineering/1. What Are Features.mp4 | 37.2 MB |
| 4. Data Visualization & Feature Engineering/1. What Are Features.vtt | 4.5 KB |
| 4. Data Visualization & Feature Engineering/2. Visualization Types.mp4 | 34.9 MB |
| 4. Data Visualization & Feature Engineering/2. Visualization Types.vtt | 5.7 KB |
| 4. Data Visualization & Feature Engineering/3. What Is Feature Engineering.mp4 | 49.3 MB |
| 4. Data Visualization & Feature Engineering/3. What Is Feature Engineering.vtt | 6.9 KB |
| 4. Data Visualization & Feature Engineering/4. Numeric Value Binning.mp4 | 49 MB |
| 4. Data Visualization & Feature Engineering/4. Numeric Value Binning.vtt | 8.2 KB |
| 5. Model Training & Evaluation/1. Parameter Tuning.mp4 | 37.3 MB |
| 5. Model Training & Evaluation/1. Parameter Tuning.vtt | 5 KB |
| 5. Model Training & Evaluation/2. Overfitting Vs Underfitting.mp4 | 61.5 MB |
| 5. Model Training & Evaluation/2. Overfitting Vs Underfitting.vtt | 7.9 KB |
| 6. Business Goal Evaluation/1. Goal Evaluation.mp4 | 31 MB |
| 6. Business Goal Evaluation/1. Goal Evaluation.vtt | 4.8 KB |
| 6. Business Goal Evaluation/2. Augmenting Your Data.mp4 | 42.5 MB |
| 6. Business Goal Evaluation/2. Augmenting Your Data.vtt | 5.9 KB |
| 6. Business Goal Evaluation/3. Predictions.mp4 | 38.2 MB |
| 6. Business Goal Evaluation/3. Predictions.vtt | 5.6 KB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/1. Complete ML Run through Project.mp4 | 179.3 MB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/1. Complete ML Run through Project.vtt | 19.3 KB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/2. Banking Data Set Upload.mp4 | 89.4 MB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/2. Banking Data Set Upload.vtt | 10 KB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/3. Create & Training Data Model.mp4 | 102.7 MB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/3. Create & Training Data Model.vtt | 11.9 KB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/4. Creating Predictions.mp4 | 79.4 MB |
| 7. Hands-On Machine Learning Using AWS Rekognition & Python/4. Creating Predictions.vtt | 8.8 KB |
| 8. Conclusion & Bonus/1. Bonus 1 Machine Learning in Azure.mp4 | 31.4 MB |
| 8. Conclusion & Bonus/1. Bonus 1 Machine Learning in Azure.vtt | 6.4 KB |
| 8. Conclusion & Bonus/2. Bonus 2 AWS Preparing Data Set and Model.mp4 | 51.7 MB |
| 8. Conclusion & Bonus/2. Bonus 2 AWS Preparing Data Set and Model.vtt | 4.2 KB |
| 8. Conclusion & Bonus/3. Bonus 3 Creating Data Source in AWS.mp4 | 40.2 MB |
| 8. Conclusion & Bonus/3. Bonus 3 Creating Data Source in AWS.vtt | 9.1 KB |
| 8. Conclusion & Bonus/4. Bonus Discounts.html | 36.4 KB |