| - | 001. Supervised Versus Unsupervised Learning, and TrainTest.mp4 | 59377857 | | 540.189025 | 879 | 746 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:07 |
| - | 002. [Activity] Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 | 29745909 | | 350.923175 | 678 | 544 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:10 |
| - | 003. Bayesian Methods Concepts.mp4 | 24640721 | | 242.880726 | 811 | 678 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:14 |
| - | 004. [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 | 49821881 | | 489.128345 | 814 | 681 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:18 |
| - | 005. K-Means Clustering.mp4 | 38893078 | | 446.844807 | 696 | 563 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:21 |
| - | 006. [Activity] Clustering People Based on Income and Age.mp4 | 32775462 | | 317.23102 | 826 | 693 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:23 |
| - | 007. Measuring Entropy.mp4 | 23808841 | | 192.748844 | 988 | 855 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:25 |
| - | 008. [Activity] Windows Installing GraphViz.mp4 | 1747029 | | 22.128617 | 631 | 501 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:25 |
| - | 009. [Activity] MAC Installing GraphViz.mp4 | 10517291 | | 78.297687 | 1074 | 942 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:27 |
| - | 010. [Activity] Linux Installing GraphViz.mp4 | 4437032 | | 54.938413 | 646 | 514 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:27 |
| - | 011. Decision Trees Concepts.mp4 | 51626240 | | 524.794218 | 786 | 653 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:36 |
| - | 012. [Activity] Decision Trees Predicting Hiring Decisions.mp4 | 49996993 | | 589.484989 | 678 | 545 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:36 |
| - | 013. Ensemble Learning.mp4 | 44582404 | | 361.627596 | 986 | 853 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:42 |
| - | 014. [Activity] XGBoost.mp4 | 73846358 | | 931.93288 | 633 | 500 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:49 |
| - | 015. Support Vector Machines (SVM) Overview.mp4 | 27673962 | | 269.537234 | 821 | 688 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:48 |
| - | 016. [Activity] Using SVM to Cluster People Using Scikit-Learn.mp4 | 34849645 | | 572.975601 | 486 | 353 | 125 | h264 | aac | mov | 1920x1080 | 30 | mp4 | 2023-08-23 17:21:54 |