Probabilistic Models and Deep Neural Networks: Bayesian Networks
dml_utd Big Data Management and Analytics Lab
Probabilistic Models and Deep Neural Networks: Bayesian Networks
1:17:43
Workshop Opening
dml_utd Big Data Management and Analytics Lab
Workshop Opening
12:04
Probabilistic Models and Deep Neural Networks Lab: Latent Dirichlet Allocation
dml_utd Big Data Management and Analytics Lab
Probabilistic Models and Deep Neural Networks Lab: Latent Dirichlet Allocation
5:00
Probabilistic Models and Deep Neural Networks Lab: Dynamic Bayesian Networks
dml_utd Big Data Management and Analytics Lab
Probabilistic Models and Deep Neural Networks Lab: Dynamic Bayesian Networks
9:45
Probabilistic Models and Deep Neural Networks: Latent Dirichlet Allocation
dml_utd Big Data Management and Analytics Lab
Probabilistic Models and Deep Neural Networks: Latent Dirichlet Allocation
1:20:53
Pattern Extraction and Analysis from Political News Reports (Hands-on Exercise)
dml_utd Big Data Management and Analytics Lab
Pattern Extraction and Analysis from Political News Reports (Hands-on Exercise)
1:45:55
Event Data: UTD Event Datasets and Server
dml_utd Big Data Management and Analytics Lab
Event Data: UTD Event Datasets and Server
1:31:02
On-line Stream Analytics: Classification & Novel Class Detection in Data Streams
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics: Classification & Novel Class Detection in Data Streams
1:31:49
On-line Stream Analytics Lab (Online Stream Data Classification): Problem Statement & Solution
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics Lab (Online Stream Data Classification): Problem Statement & Solution
26:09
On-line Stream Analytics Lab (Online Anomaly Detection): Problem Statement & Solution
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics Lab (Online Anomaly Detection): Problem Statement & Solution
49:27
On-line Stream Analytics: Stream Mining
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics: Stream Mining
1:39:53
Predictive Analytics: Classification Algorithms (Part-2)
dml_utd Big Data Management and Analytics Lab
Predictive Analytics: Classification Algorithms (Part-2)
49:50
Window-based Stream Data Analytics with Spark and Kafka: Text Classification using Spark
dml_utd Big Data Management and Analytics Lab
Window-based Stream Data Analytics with Spark and Kafka: Text Classification using Spark
37:15
On-line Stream Analytics: Stream Analytics for High Dimensional Data
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics: Stream Analytics for High Dimensional Data
1:21:31
Window-based Stream Data Analytics with Spark and Kafka: Big Data Technology
dml_utd Big Data Management and Analytics Lab
Window-based Stream Data Analytics with Spark and Kafka: Big Data Technology
1:31:14
Window-based Stream Data Analytics with Spark and Kafka: Apache Spark Streaming
dml_utd Big Data Management and Analytics Lab
Window-based Stream Data Analytics with Spark and Kafka: Apache Spark Streaming
38:52
Window-based Stream Data Analytics with Spark and Kafka: Spark & Kafka
dml_utd Big Data Management and Analytics Lab
Window-based Stream Data Analytics with Spark and Kafka: Spark & Kafka
32:08
Window-based Stream Data Analytics with Spark and Kafka Lab: Problem Statement & Solution
dml_utd Big Data Management and Analytics Lab
Window-based Stream Data Analytics with Spark and Kafka Lab: Problem Statement & Solution
57:46
Predictive Analytics Lab: Problem Statement & Solution
dml_utd Big Data Management and Analytics Lab
Predictive Analytics Lab: Problem Statement & Solution
16:09
Predictive Analytics: Classification Algorithms (Part-1)
dml_utd Big Data Management and Analytics Lab
Predictive Analytics: Classification Algorithms (Part-1)
1:17:28
Background for Data Preprocessing, Feature Extraction Lab: Problem Statement & Solution (Part-1)
dml_utd Big Data Management and Analytics Lab
Background for Data Preprocessing, Feature Extraction Lab: Problem Statement & Solution (Part-1)
2:46
Background for Data Preprocessing, Feature Extraction Lab: Problem Statement & Solution (Part-2)
dml_utd Big Data Management and Analytics Lab
Background for Data Preprocessing, Feature Extraction Lab: Problem Statement & Solution (Part-2)
18:26
Background for Data Preprocessing, Feature Extraction: Text Analysis and Malware Basis
dml_utd Big Data Management and Analytics Lab
Background for Data Preprocessing, Feature Extraction: Text Analysis and Malware Basis
1:45:00
On-line Stream Analytics Lab Task 1
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics Lab Task 1
16:43
Window-based Stream Data Analytics with Spark and Kafka Lab Task
dml_utd Big Data Management and Analytics Lab
Window-based Stream Data Analytics with Spark and Kafka Lab Task
15:30
On-line Stream Analytics Lab Task 2: ECS Miner Explanation
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics Lab Task 2: ECS Miner Explanation
4:35
On-line Stream Analytics Lab Task 2
dml_utd Big Data Management and Analytics Lab
On-line Stream Analytics Lab Task 2
8:42
Predictive Analytics Lab Task 1
dml_utd Big Data Management and Analytics Lab
Predictive Analytics Lab Task 1
3:57
Predictive Analytics Lab Task 2
dml_utd Big Data Management and Analytics Lab
Predictive Analytics Lab Task 2
3:26
Background for Data Preprocessing, Feature Extraction Lab Task 2
dml_utd Big Data Management and Analytics Lab
Background for Data Preprocessing, Feature Extraction Lab Task 2
3:27
Background for Data Preprocessing, Feature Extraction Lab Task 1
dml_utd Big Data Management and Analytics Lab
Background for Data Preprocessing, Feature Extraction Lab Task 1
9:59
Secure Big Data Analytics Lab
dml_utd Big Data Management and Analytics Lab
Secure Big Data Analytics Lab
3:58
Actionable Insight from Cyberthreat and Vulnerable Data Lab
dml_utd Big Data Management and Analytics Lab
Actionable Insight from Cyberthreat and Vulnerable Data Lab
7:24
High Level Knowledge Extraction and Kill Chain Inference Lab
dml_utd Big Data Management and Analytics Lab
High Level Knowledge Extraction and Kill Chain Inference Lab
8:21
Cyber Threats and Vulnerability Data Processing Lab
dml_utd Big Data Management and Analytics Lab
Cyber Threats and Vulnerability Data Processing Lab
7:51
Apps Data Management Video
dml_utd Big Data Management and Analytics Lab
Apps Data Management Video
13:01
Apps Data Management Video Guide
dml_utd Big Data Management and Analytics Lab
Apps Data Management Video Guide
13:03