artsMay 15, 202519:20pending
Practitioner’s Guide to Data Science (Chapman & Hall/CRC Data Science Series)
About this episode
The Book provides a practical look at data science in real-world industry settings, covering both technical and soft skills not always found in traditional academic materials. Key features include a focus on big data cloud platforms like Spark using R and Python with provided code examples for hands-on learning, as well as discussions on data pre-processing, data wrangling, and various modeling techniques such as regression, regularization methods, and tree-based models like random forest and boosted trees. The text also offers insights into the history of data science, typical data science project cycles, and the different roles within a data science team. Finally, it touches upon deep learning, covering Feedforward, Convolutional, and Recurrent Neural Networks, along with discussions on databases and SQL.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Practitioners-Guide-Data-Science-Chapman/dp/0815354398?&linkCode=ll1&tag=cvthunderx-20&linkId=fcdf7ebbc5282cdec95235000c2e51ea&language=en_US&ref_=as_li_ss_tl
Discover our free courses in tech and cybersecurity, Start learning today:
https://linktr.ee/cybercode_academy
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Practitioners-Guide-Data-Science-Chapman/dp/0815354398?&linkCode=ll1&tag=cvthunderx-20&linkId=fcdf7ebbc5282cdec95235000c2e51ea&language=en_US&ref_=as_li_ss_tl
Discover our free courses in tech and cybersecurity, Start learning today:
https://linktr.ee/cybercode_academy
Get every episode summarized
Each time CyberSecurity Summary publishes, we email you a written briefing from the transcript — the topics, who appeared, and any specific claims, with the ad reads skipped.
Email me new episodesFree for 3 shows. No card needed.
No transcript yet
This episode has not been transcribed. Request it and it moves to the front of the queue.
More episodes
More from CyberSecurity Summary
Building Telegram Bots: Develop Bots in 12 Programming Languages using the Teleg...
CyberSecurity Summary
Apr 14, 202619:01failed
What You Need to Know about Docker: The absolute essentials you need to get Dock...
CyberSecurity Summary
Apr 13, 202624:01failed
Build Your Own Website: A Comic Guide to HTML, CSS, and WordPress
CyberSecurity Summary
Apr 12, 202620:02failed
Azure DevOps Explained: Get started with Azure DevOps and develop your DevOps pr...
CyberSecurity Summary
Apr 11, 202620:53failed