[图书][B] Data science for undergraduates: Opportunities and options

National Academies of Sciences… - 2018 - books.google.com
Data science is emerging as a field that is revolutionizing science and industries alike. Work
across nearly all domains is becoming more data driven, affecting both the jobs that are …

Data science in 2020: Computing, curricula, and challenges for the next 10 years

A Schwab-McCoy, CM Baker… - Journal of Statistics and …, 2021 - Taylor & Francis
In the past 10 years, new data science courses and programs have proliferated at the
collegiate level. As faculty and administrators enter the race to provide data science training …

Data science in statistics curricula: Preparing students to “think with data”

J Hardin, R Hoerl, NJ Horton, D Nolan… - The American …, 2015 - Taylor & Francis
A growing number of students are completing undergraduate degrees in statistics and
entering the workforce as data analysts. In these positions, they are expected to understand …

Exploring the frontier of data science: Innovations, challenges, and future directions

FB Ismail, ATZ Xuan, U Rusilowati… - International …, 2024 - journal.pandawan.id
Data science, an interdisciplinary field, has profoundly transformed our understanding and
utilization of data across diverse sectors such as healthcare, finance, marketing, and …

A fresh look at introductory data science

M Çetinkaya-Rundel, V Ellison - Journal of Statistics and Data …, 2021 - Taylor & Francis
The proliferation of vast quantities of available datasets that are large and complex in nature
has challenged universities to keep up with the demand for graduates trained in both the …

[HTML][HTML] The role of academia in data science education

RA Irizarry - Harvard Data Science Review, 2020 - ncbi.nlm.nih.gov
As the demand for data scientists continues to grow, universities are trying to figure out how
to best contribute to the training of a workforce. However, there does not appear to be a …

Data analytics vs. data science: A study of similarities and differences in undergraduate programs based on course descriptions

CL Aasheim, S Williams, P Rutner, A Gardiner - Journal of Information …, 2015 - jise.org
The rate at which data is produced and accumulated today is greater than at any point in
history with little prospect of slowing. As organizations attempt to collect and analyze this …

Big data and data science: what should we teach?

IY Song, Y Zhu - Expert Systems, 2016 - Wiley Online Library
The era of big data has arrived. Big data bring us the data‐driven paradigm and enlighten us
to challenge new classes of problems we were not able to solve in the past. We are …

[图书][B] A hands-on introduction to data science

C Shah - 2020 - books.google.com
This book introduces the field of data science in a practical and accessible manner, using a
hands-on approach that assumes no prior knowledge of the subject. The foundational ideas …

[图书][B] The data science handbook

F Cady - 2024 - books.google.com
Practical, accessible guide to becoming a data scientist, updated to include the latest
advances in data science and related fields. Becoming a data scientist is hard. The job …