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Johns Hopkins University

A Crash Course in Data Science

By now you have definitely heard about data science and big data. In this one-week class, we will provide a crash course in what these terms mean and how they play a role in successful organizations. This class is for anyone who wants to learn what all the data science action is about, including those who will eventually need to manage data scientists. The goal is to get you up to speed as quickly as possible on data science without all the fluff. We've designed this course to be as convenient as possible without sacrificing any of the essentials. This is a focused course designed to rapidly get you up to speed on the field of data science. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing your team and moving it forward. After completing this course you will know. 1. How to describe the role data science plays in various contexts 2. How statistics, machine learning, and software engineering play a role in data science 3. How to describe the structure of a data science project 4. Know the key terms and tools used by data scientists 5. How to identify a successful and an unsuccessful data science project 3. The role of a data science manager Course cover image by r2hox. Creative Commons BY-SA: https://flic.kr/p/gdMuhT

状态:Performance Metric
状态:Project Design
初级课程小时

精选评论

JM

5.0评论日期:Jan 1, 2018

It is a very good course even if you are familiar with some aspects of data science work. If I have to make a suggestion, I would remark the importance of design skills during a data product,

VV

4.0评论日期:Feb 20, 2020

I think the course design was really excellent. Though he seems like he is a nice, intelligent person, I found it hard to relate to Brian Caffo. His delivery was quite dull, and boring.

AS

5.0评论日期:Nov 22, 2016

It's a good starting point. I've now got a good idea of what else I need to learn. The course also provides an easy to apply approach to get value from my efforts using data science.

KM

5.0评论日期:Oct 22, 2016

This was really a crash course in various aspects of data science, with words being thrown around and defined for a lay person like myself. Overall, this was a good course for beginners.

PS

4.0评论日期:Feb 15, 2018

This course is good starter for anyone wanting to understand data science projects, be it if you are trying to pursue a career in data science or trying to understand overall picture.

EJ

5.0评论日期:Dec 30, 2015

I enjoyed this class very much. It was concise, precise, and digestible. Not to mention the instructors kept it lively though out the course. Thank you for such an informative course.

AN

4.0评论日期:Jan 11, 2016

This course is a really good starting point for people new to the field of data science. I come from a data warehousing and historical analysis background and I found this course useful.

PD

5.0评论日期:Sep 8, 2020

It is a nice, short introduction to what data science actually means. Very helpful for anyone taking their first steps in the field. Personally, this was just what I was looking for.

SJ

5.0评论日期:Sep 9, 2017

This is a great starter course for data science. My learning assessment is usually how well I can teach it to someone else. I know I have a better understanding now, than I did when I started.

LL

5.0评论日期:Dec 24, 2015

Highly Enlightening for those who just beginning to learn data science,The courses are very detailed and well organized,All the aspects of the data science are introduced in intriguing mannerThank you

RA

4.0评论日期:Dec 29, 2019

Enjoyed the pace at which the course moved. Teachers were qualified and relevant. Video Production quality could be better, some of the presentation graph were illegible - thus the lack of 1 star.

PT

5.0评论日期:Jul 12, 2018

Great introduction. What I found interesting is being able to reflect on projects I have been on relating to data analysis and seeing the steps, benefits and pitfalls explained for me.

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1.0
评论日期:Sep 18, 2016
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