Chevron Left
Volver a Machine Learning Data Lifecycle in Production

Opiniones y comentarios de aprendices correspondientes a Machine Learning Data Lifecycle in Production por parte de deeplearning.ai

4.3
estrellas
560 calificaciones

Acerca del Curso

In the second course of Machine Learning Engineering for Production Specialization, you will build data pipelines by gathering, cleaning, and validating datasets and assessing data quality; implement feature engineering, transformation, and selection with TensorFlow Extended and get the most predictive power out of your data; and establish the data lifecycle by leveraging data lineage and provenance metadata tools and follow data evolution with enterprise data schemas. Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need production engineering capabilities as well. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles to help you develop production-ready skills. Week 1: Collecting, Labeling, and Validating data Week 2: Feature Engineering, Transformation, and Selection Week 3: Data Journey and Data Storage Week 4: Advanced Data Labeling Methods, Data Augmentation, and Preprocessing Different Data Types...

Principales reseñas

SC

2 de jul. de 2021

Interesting material. There are quite a lot of typos and many code snippets are directly from the tfx manual pages however the instructions provided and logic of the course is clear.

EH

4 de nov. de 2022

After a few hiccups it was actually very good, because you proper had to dive into the documentation of tax to find out the solutions, which is usually the best way to learn it.

Filtrar por:

1 - 25 de 104 revisiones para Machine Learning Data Lifecycle in Production

por Tyler G

11 de jun. de 2021

por Liqiang D

29 de jun. de 2021

por Riju M

15 de jun. de 2021

por Mouni R

5 de dic. de 2021

por Arthur F

16 de ago. de 2021

por Jungwei F

11 de jul. de 2021

por Fanny J

21 de ene. de 2022

por Kamlesh K

28 de jun. de 2021

por Roger S P M

22 de ago. de 2021

por Arturo M

10 de may. de 2022

por Hitesh K

16 de jul. de 2021

por ChenChang S

23 de jun. de 2021

por Aadidev S

16 de may. de 2021

por Robert K

24 de dic. de 2021

por Hui J

4 de ene. de 2022

por Francis Q L

9 de sep. de 2021

por Rafayel D

7 de jul. de 2022

por Gustavo Z F

12 de ago. de 2021

por Dr. F T

15 de ago. de 2021

por Reza M

8 de sep. de 2021

por raveesh k

1 de sep. de 2021

por Srinesh C

3 de jul. de 2021

por Albeiro d J E P

1 de ago. de 2021

por ALAN S S

9 de nov. de 2021

por Adarsh W

14 de oct. de 2021