Teaching Data Science A Short Course for Instructors

Category: Business


Posted on 2019-02-08, by fubber.

Description


[center]Teaching Data Science A Short Course for Instructors
mp4 | AVC: 1280x720| Audio:AAC LC 128 Kbps 48 Khz| Total files:32 | mp4, txt, vtt, html | 732.89 MB


General:


What you'll learn

They will have a set of resources to ensure their data science course content is useful, relevant, and engaging.

Requirements

Be ready to build your own data science course content. Anything from semester long college courses to single session MOOC's.

Description

A short (free) course for anyone who will be or is interested in teaching data science. Everything from semester-long college level courses to one video tutorials will benefit from the topics covered here. The goal of the course is to provide a growing list of resources and best practices for instructors. Topics will include:

The Data Science Process

Development Environments

Datasets: Size, Complexity, and Quality

Assignments, Homework, and Projects


Who this course is for:

Data scientists and Machine Learning Engineers who want to share their knowledge with the world.




Video:

Width: 1280 pixels
Height: 720 pixels
Format: AVC
Codec: AVC
Duration: 00:01:54
Bit rate: 2812 Kbps
Frame rate: 30.000 fps
Aspect ratio: 16:9
Bit depth: 8 bits
Color space: YUV


Audio:

Audio track: 1
Codec: AAC LC
Channels: 2
Bit rate: 128 Kbps
Compression: Lossy
Sampling rate: 48 Khz







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