| 04 Marketing Department/023 Task 3 Perform Data Visualization.mp4 | 171.46 MB |
| 06 Operations Department/049 Task 7 Build and Train ResNet.mp4 | 170.38 MB |
| 07 Public Relations Department/061 Task 9 Naive Bayes Intuition.mp4 | 157.61 MB |
| 04 Marketing Department/024 Task 4 Understand the Theory and Intuition behind K-Mean Algorithm.mp4 | 139.94 MB |
| 06 Operations Department/046 Task 4 Understand Intuition Behind Convolutional Neural Networks (CNNs).mp4 | 137.83 MB |
| 01 Course Introduction and Welcome Message/004 Course Outline and Key Learning Outcomes.mp4 | 137.83 MB |
| 01 Course Introduction and Welcome Message/002 Data-Science-for-Business-Package.zip | 135.56 MB |
| 07 Public Relations Department/055 Task 3 Explore Dataset - Part 2.mp4 | 131.98 MB |
| 06 Operations Department/042 4.Operations-Department.zip | 129.24 MB |
| 04 Marketing Department/022 Task 2 Import Libraries and Datasets.mp4 | 125.04 MB |
| 06 Operations Department/044 Task 2 Load and Explore Dataset.mp4 | 124.15 MB |
| 03 Human Resources Department/010 Task 3 Explore Dataset - Part 1.mp4 | 121.79 MB |
| 03 Human Resources Department/015 Task 5 Understand intuition of Random Forest Logistic Regression and ANNs.mp4 | 121.51 MB |
| 08 ProductionManufacturingMaintenance Department/068 Task 3 - Visualize and Explore Dataset.mp4 | 116.6 MB |
| 03 Human Resources Department/016 Task 6 Understand Classification KPIs.mp4 | 111.12 MB |
| 04 Marketing Department/030 Build and Train Autoencoder - Part 2.mp4 | 110.99 MB |
| 08 ProductionManufacturingMaintenance Department/072 Task 7 - Understand the Intuition behind ResUnet Segmentation Models.mp4 | 110.43 MB |
| 06 Operations Department/050 Task 8 Evaluate Trained Model Performance.mp4 | 106.81 MB |
| 08 ProductionManufacturingMaintenance Department/073 Task 8 - Build Train a ResUnet Segmentation Model.mp4 | 104.42 MB |
| 07 Public Relations Department/060 Task 8 Perform Text Cleaning pipeline.mp4 | 103.8 MB |
| 08 ProductionManufacturingMaintenance Department/070 Task 5 - Build Train ResNet Classifiers.mp4 | 97.93 MB |
| 05 Sales Department/033 Task 2 Import Datasets - Part 1.mp4 | 97.07 MB |
| 08 ProductionManufacturingMaintenance Department/074 Task 9 - Assess Trained ResUnet Model.mp4 | 96.16 MB |
| 05 Sales Department/035 Task 3 Explore Data - Part 1.mp4 | 95.18 MB |
| 08 ProductionManufacturingMaintenance Department/067 Task 2 - Import Libraries and Datasets.mp4 | 94.8 MB |
| 04 Marketing Department/029 Task 9 Build and Train Autoencoder - Part 1.mp4 | 93.2 MB |
| 05 Sales Department/038 Task 3 Explore Data - Part 4.mp4 | 91.9 MB |
| 03 Human Resources Department/011 Task 3 Explore Dataset - Part 2.mp4 | 91.45 MB |
| 03 Human Resources Department/009 Task 2 Import Libraries and Datasets.mp4 | 91.02 MB |
| 05 Sales Department/036 Task 3 Explore Data - Part 2.mp4 | 87.58 MB |
| 05 Sales Department/041 Task 6 Train The Model - Part 2.mp4 | 87.2 MB |
| 04 Marketing Department/026 Task 6 Apply K-Means Clustering to Perform Market Segmentation.mp4 | 85.73 MB |
| 06 Operations Department/047 Task 5 Understand Intuition Behind Transfer Learning.mp4 | 85.61 MB |
| 05 Sales Department/032 Task 1 Understand the Problem Statement and Business Case.mp4 | 84.11 MB |
| 04 Marketing Department/021 Task 1 Understand Problem Statement and Business Case.mp4 | 82.1 MB |
| 01 Course Introduction and Welcome Message/002 Introduction.mp4 | 82.01 MB |
| 08 ProductionManufacturingMaintenance Department/066 Task 1 - Understand the Problem Statement Business Case.mp4 | 78.36 MB |
| 01 Course Introduction and Welcome Message/003 Key Tips and Best Practices.mp4 | 78 MB |
| 08 ProductionManufacturingMaintenance Department/069 Task 4 - Understand the Intuition behind ResNet CNNs and Transfer Learning.mp4 | 75.85 MB |
| 04 Marketing Department/027 Task 7 Understand the Intuition Behind Principal Component Analysis (PCA).mp4 | 75.59 MB |
| 03 Human Resources Department/019 Task 9 Build and Train Artificial Neural Network Classifier Model.mp4 | 67.29 MB |
| 05 Sales Department/037 Task 3 Explore Data - Part 3.mp4 | 67.1 MB |
| 03 Human Resources Department/014 Task 4 Perform Data Cleaning.mp4 | 66.7 MB |
| 04 Marketing Department/028 Task 8 Understand the Intuition Behind Autoencoders.mp4 | 66.4 MB |
| 03 Human Resources Department/008 Task 1 Problem Statement and Business Case.mp4 | 65.72 MB |
| 07 Public Relations Department/059 Task 7 Perform TokenizationCount Vectorization.mp4 | 64.75 MB |
| 05 Sales Department/040 Task 5 Train The Model - Part 1.mp4 | 63.67 MB |
| 06 Operations Department/043 Task 1 Understand the Business Case and Problem Statement.mp4 | 63.38 MB |
| 03 Human Resources Department/013 Task 3 Explore Dataset - Part 4.mp4 | 63.17 MB |
| 04 Marketing Department/025 Task 5 Obtain Optimal Number of Clusters K.mp4 | 60.3 MB |