Shobha Srinivasan Chopra: Data Science: Experiment, Validate, Collaborate
Data Science: Experiment, Validate, Collaborate
Buch
- tredition GmbH, 04/2024
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783384209252
- Bestellnummer: 11838881
- Umfang: 56 Seiten
- Gewicht: 112 g
- Maße: 234 x 155 mm
- Stärke: 5 mm
- Erscheinungstermin: 24.4.2024
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
Data science isn't a one-shot game. Unlike traditional software development, it thrives on constant exploration. This is where experimentation reigns supreme. Forget rigid blueprints; data science projects are iterative journeys guided by the scientific method. We ask questions, form hypotheses, test them with diverse datasets, features, algorithms, and parameters. Analyzing results becomes a loop success leads to refinement, and roadblocks spark new experiments.This focus on experimentation creates a unique validation process. Unlike software's binary "works or doesn't," data science thrives in shades of gray. One model might be "good" for one person's needs, needing further exploration for another's. Here, clear communication and collaboration are crucial. Tools like version control not only for code, but also for data and models, ensure everyone's on the same page. Experiment tracking becomes vital, documenting the "why" behind decisions and results.
By embracing experimentation, data science unlocks a world of possibilities. It's not about finding the perfect answer, but continuously improving through exploration and collaboration. This is the essence of the data science experiment where the journey itself holds the key to groundbreaking discoveries
Anmerkungen:
Bitte beachten Sie, dass auch wir der Preisbindung unterliegen und kurzfristige Preiserhöhungen oder -senkungen an Sie weitergeben müssen.
Mehr von Shobha Srinivas...
![Shobha Srinivasan Chopra: From Misuse to Crisis: Understanding the Human Cost of Opioid Abuse, Buch](https://media1.jpc.de/image/h90/front/0/9783384283252.jpg)
Shobha Srinivasan Chopra
From Misuse to Crisis: Understanding the Human Cost of Opioid Abuse
Buch
EUR 30,45*
![Shobha Srinivasan Chopra: Attention Under Attack: How Our Brains Struggle to Hear Speech in Noise, Buch](https://media1.jpc.de/image/h90/front/0/9783384280220.jpg)
Shobha Srinivasan Chopra
Attention Under Attack: How Our Brains Struggle to Hear Speech in Noise
Buch
EUR 28,13*
![Shobha Srinivasan Chopra: Understanding Climate Change in the Arctic: Feedback Mechanisms and Aerosols, Buch](https://media1.jpc.de/image/h90/front/0/9783384279071.jpg)
Shobha Srinivasan Chopra
Understanding Climate Change in the Arctic: Feedback Mechanisms and Aerosols
Buch
EUR 28,23*
![Shobha Srinivasan Chopra: Margins Speak, Universality Rings, Buch](https://media1.jpc.de/image/h90/front/0/9783384232304.jpg)
Shobha Srinivasan Chopra
Margins Speak, Universality Rings
Buch
EUR 28,00*
![Shobha Srinivasan Chopra: Divorce's Legacy: Rise of the Blended Family, Buch](https://media1.jpc.de/image/h90/front/0/9783384223654.jpg)
Shobha Srinivasan Chopra
Divorce's Legacy: Rise of the Blended Family
Buch
EUR 25,00*