I always bought my batteries from OWC, good experiences. https://eshop.macsales.com. Source: 11 months ago

Check out OWC for really good SSD replacements. They have a guide that will show you which drive to get for your model. Source: about 1 year ago

OWC has SSD's & RAM for Macs you can search your specific model. Source: about 1 year ago

OWC offers kits and instructions for either installing a new SSD or replacing the internal HD with an SSD. Also, if you’ve got a 27” iMac, you can upgrade the memory to 32 GB. Source: about 1 year ago

Depends on what your use is going to be. Apple refurbished has all different configurations of 2019 16" MBP you can get AppleCare+. You can find good deals on swappa, just don't hesitate another site is MacSales Going M1 refurbished is fine too. 8GB is fine for the majority of the people using them. There are developers still using the 13" MBA from 2017. Source: about 1 year ago

Aquarium (https://aquariumlearning.com/) | Remote Only (North American Timezones) | Full Time Aquarium is an ML data management system that helps ML teams improve their models by improving their datasets. Aquarium uncovers problems in your dataset, then helps you edit or add data to fix these problems and optimize your model performance. We are looking for our first Product Manager and are also hiring for... - Source: Hacker News / over 2 years ago

#ML is maturing and teams are less concerned about having enough #data, but rather having the right data. ML data management tooling helps improve ML models by improving datasets. Check out our piece below that discusses trends in the space and startups like aquariumlearning.com, Tryunbox.ai, Lightly.ai, Scale, and Labelbox. https://medium.com/memory-leak/ml-data-management-a-primer-a635a5eac858. Source: almost 3 years ago