TensorFlow

What are TensorFlow datasets (TFDS) and how are they used?

The question is about TensorFlow .

Answer:
TensorFlow Datasets (TFDS) are a collection of ready-to-use, pre-formatted datasets designed to streamline machine learning workflows in TensorFlow. They provide popular datasets for computer vision and NLP tasks that are easy to load, shuffle, and batch. TFDS integrates with TensorFlow’s data pipeline and helps manage memory efficiently for smoother training. Using TFDS makes it quick to experiment with well-prepared data, giving you reliable input for each machine learning project.

Find your perfect TensorFlow tech match

Maksym is a Data Scientist with four years of experience specializing in machine learning and data analysis. He has developed expertise in deep learning frameworks such as PyTorch and TensorFlow, and proficiently uses librari... Read More

Level
Middle
Availability
40 h/w
Experience
4 yrs.
English
B2

Ruslan is a Data Scientist with a solid background in applying machine learning techniques and data analysis across various sectors, including UAVs, smart cities, and agriculture. Most of his work focuses on computer vision... Read More

Level
Middle
Availability
40 h/w
Experience
4 yrs.
English
B2
Victoriia S.

Victoriia is a skilled Flutter Developer with 4 years of experience in mobile application development. She specializes in frameworks such as Flutter, leveraging JavaScript, DART, and utilizes databases like MySQL and Firebase... Read More

Level
Senior
Availability
20 - 30 h/w
Experience
10 yrs.
English
C1
Cortance 5-star rating on ClutchCortance 5-star rating on GoodFirms
Anonymous
CEO

Cortance provided us with three AI/ML experienced backend developers who met our tech expectations and integrated into our team well. They picked up our workflows quickly and, because of their solid experience, helped us to sort all the Machine learning-related tasks. The hiring process was also fast and efficient, which helped us scale without delays.

g2
5.0/5.0
Ilya Lisovski
Co-Founder & CTO

Thanks to Cortance's professionalism and collaborative approach, the end customer received a well-coded and highly scalable platform, which made them want to continue working with the client moving forward. The team was highly responsive and passionate about their work, offering the right approach.

Clutch
5.0/5.0
Curved left line
We're Here to Help

Thinking about how to expand a tech team flexibly to adapt to different working paces?

Accelerate development, meet launch deadlines with flexible, much-needed capacity. Add new skills your team currently lacks.

Curved right line