Log in

goodpods headphones icon

To access all our features

Open the Goodpods app
Close icon
headphones
Big Data Systems (WT 2019/20) - tele-TASK

Big Data Systems (WT 2019/20) - tele-TASK

Prof. Dr. Tilmann Rabl

The amount of data that can be generated and stored in academic and industrial projects and applications is increasing rapidly. Big data analytics technologies have established themselves as a solution for big data challenges to the scalability problems of traditional database systems. The vast amounts of new data that is collected, however, usually is not as easily analyzed as curated, structured data in a data warehouse is. Typically, these data are noisy, of varying format and velocity, and need to be analyzed with techniques from statistics and machine learning rather than pure SQL-like aggregations and drill-downs. Moreover, the results of the analyses frequently are models that are used for decision making and prediction. The complete process of big data analysis is described as a pipeline, which includes data recording, cleaning, integration, modeling, and interpretation. In this lecture, we will discuss big data systems, i.e., infrastructures that are used to handle all steps in typical big data processing pipelines.
Share icon

All episodes

Best episodes

Top 10 Big Data Systems (WT 2019/20) - tele-TASK Episodes

Goodpods has curated a list of the 10 best Big Data Systems (WT 2019/20) - tele-TASK episodes, ranked by the number of listens and likes each episode have garnered from our listeners. If you are listening to Big Data Systems (WT 2019/20) - tele-TASK for the first time, there's no better place to start than with one of these standout episodes. If you are a fan of the show, vote for your favorite Big Data Systems (WT 2019/20) - tele-TASK episode by adding your comments to the episode page.

Big Data Systems (WT 2019/20) - tele-TASK - Graph Database Systems

Graph Database Systems

Big Data Systems (WT 2019/20) - tele-TASK

play

01/28/20 • 89 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Machine Learning Systems - Introduction - Part 2

Machine Learning Systems - Introduction - Part 2

Big Data Systems (WT 2019/20) - tele-TASK

play

01/23/20 • 86 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Machine Learning Systems - Introduction

Machine Learning Systems - Introduction

Big Data Systems (WT 2019/20) - tele-TASK

play

01/16/20 • 84 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Ad-hoc Stream Querry Processing & Stream Processing Systems 1

Ad-hoc Stream Querry Processing & Stream Processing Systems 1

Big Data Systems (WT 2019/20) - tele-TASK

play

01/14/20 • 88 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Stream Processing Systems I - Part 2

Stream Processing Systems I - Part 2

Big Data Systems (WT 2019/20) - tele-TASK

play

01/09/20 • 90 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Key Value Stores & Stream Processing Systems I

Key Value Stores & Stream Processing Systems I

Big Data Systems (WT 2019/20) - tele-TASK

play

12/17/19 • 85 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Wide Column Stores

Wide Column Stores

Big Data Systems (WT 2019/20) - tele-TASK

play

12/10/19 • 86 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Map Reduce

Map Reduce

Big Data Systems (WT 2019/20) - tele-TASK

play

11/28/19 • 81 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Distributed File Systems

Distributed File Systems

Big Data Systems (WT 2019/20) - tele-TASK

play

11/26/19 • 89 min

bookmark
plus icon
share episode
Big Data Systems (WT 2019/20) - tele-TASK - Graph Processing Systems

Graph Processing Systems

Big Data Systems (WT 2019/20) - tele-TASK

play

01/30/20 • 78 min

bookmark
plus icon
share episode

Show more best episodes

Toggle view more icon

FAQ

How many episodes does Big Data Systems (WT 2019/20) - tele-TASK have?

Big Data Systems (WT 2019/20) - tele-TASK currently has 21 episodes available.

What topics does Big Data Systems (WT 2019/20) - tele-TASK cover?

The podcast is about Courses, Podcasts and Education.

What is the most popular episode on Big Data Systems (WT 2019/20) - tele-TASK?

The episode title 'Graph Processing Systems' is the most popular.

What is the average episode length on Big Data Systems (WT 2019/20) - tele-TASK?

The average episode length on Big Data Systems (WT 2019/20) - tele-TASK is 83 minutes.

How often are episodes of Big Data Systems (WT 2019/20) - tele-TASK released?

Episodes of Big Data Systems (WT 2019/20) - tele-TASK are typically released every 5 days.

When was the first episode of Big Data Systems (WT 2019/20) - tele-TASK?

The first episode of Big Data Systems (WT 2019/20) - tele-TASK was released on Oct 15, 2019.

Show more FAQ

Toggle view more icon

Comments