DS Methods for Digital Learning Platform - VideoAndMovie

Learn to leverage large-scale data using data science methods to augment the increasingly digitalized learning experience

Part 5-2 Feature Extraction (Dr. Haiying Li)

2:48

Part 5-2 Feature Extraction (Dr. Haiying Li)

Part 5-1 Dimensionality Reduction & Feature Selection (Dr. Haiying Li)

6:45

Part 5-1 Dimensionality Reduction & Feature Selection (Dr. Haiying Li)

Data Management and Database Access - Part 6 (Dr. Michael Mogessie)

16:36

Data Management and Database Access - Part 6 (Dr. Michael Mogessie)

Data Management and Database Access - Part 4 (Dr. Michael Mogessie)

11:26

Data Management and Database Access - Part 4 (Dr. Michael Mogessie)

Data Management and Database Access - Part 5 (Dr. Michael Mogessie)

9:19

Data Management and Database Access - Part 5 (Dr. Michael Mogessie)

Data Management and Database Access - Part 3 (Dr. Michael Mogessie)

22:35

Data Management and Database Access - Part 3 (Dr. Michael Mogessie)

Data Management and Database Access - Part 2 (Dr. Michael Mogessie)

9:31

Data Management and Database Access - Part 2 (Dr. Michael Mogessie)

Data Management and Database Access - Part 1 (Dr. Michael Mogessie)

6:58

Data Management and Database Access - Part 1 (Dr. Michael Mogessie)

Data Management and Database Access - Part 7 (Dr. Michael Mogessie)

3:48

Data Management and Database Access - Part 7 (Dr. Michael Mogessie)

Data Management and Database Access - Part 8 (Dr. Michael Mogessie)

22:08

Data Management and Database Access - Part 8 (Dr. Michael Mogessie)

Data Visualization - Part A (Dr. Jaclyn Ocumpaugh) | VER 2

5:01

Data Visualization - Part A (Dr. Jaclyn Ocumpaugh) | VER 2

Data Visualization - Part D (Dr. Jaclyn Ocumpaugh) | VER 2

25:01

Data Visualization - Part D (Dr. Jaclyn Ocumpaugh) | VER 2

Data Visualization - Part H (Dr. Jaclyn Ocumpaugh) | VER 2

15:30

Data Visualization - Part H (Dr. Jaclyn Ocumpaugh) | VER 2

Data Visualization - Part A (Dr. Jaclyn Ocumpaugh)

8:44

Data Visualization - Part A (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part I (Dr. Jaclyn Ocumpaugh)

7:33

Data Visualization - Part I (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part H (Dr. Jaclyn Ocumpaugh)

17:07

Data Visualization - Part H (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part G (Dr. Jaclyn Ocumpaugh)

10:33

Data Visualization - Part G (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part F (Dr. Jaclyn Ocumpaugh)

12:46

Data Visualization - Part F (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part E (Dr. Jaclyn Ocumpaugh)

5:50

Data Visualization - Part E (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part D (Dr. Jaclyn Ocumpaugh)

36:30

Data Visualization - Part D (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part C (Dr. Jaclyn Ocumpaugh)

5:30

Data Visualization - Part C (Dr. Jaclyn Ocumpaugh)

Data Visualization - Part B (Dr. Jaclyn Ocumpaugh)

14:19

Data Visualization - Part B (Dr. Jaclyn Ocumpaugh)

Part 5 Convolutional Neural Networks (Dr. Anthony Botelho)

6:27

Part 5 Convolutional Neural Networks (Dr. Anthony Botelho)

Part 4 Recurrent Neural NetworksFeature Embeddings and Model Training (Dr. Anthony Botelho)

6:56

Part 4 Recurrent Neural NetworksFeature Embeddings and Model Training (Dr. Anthony Botelho)

Part 3 Feature Embeddings and Model Training (Dr. Anthony Botelho)

9:46

Part 3 Feature Embeddings and Model Training (Dr. Anthony Botelho)

Part 2 Multi Layer Perceptrons (Dr. Anthony Botelho)

5:50

Part 2 Multi Layer Perceptrons (Dr. Anthony Botelho)

Part 1 Introduction to Neural Networks (Dr. Anthony Botelho)

7:06

Part 1 Introduction to Neural Networks (Dr. Anthony Botelho)

Part 4-1 Encoding (Dr. Haiying Li)

14:07

Part 4-1 Encoding (Dr. Haiying Li)

Knowledge Graph - Part 2 (Dr. Seth Adjei)

7:48

Knowledge Graph - Part 2 (Dr. Seth Adjei)

Knowledge Graph - Part 5 (Dr. Seth Adjei)

6:00

Knowledge Graph - Part 5 (Dr. Seth Adjei)