dhanainme

"The Hundred-Page Machine Learning Book" will teach you what ML is. It can be a treated as a light weight replacement for say an Andrew NG course. You wont learn anything practical / code something in PyTorch or Tensorflow but you ll understand what happens under the hood in these framework

"Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" is an amazing introduction to implementing all ML ideas. I think there is a new PyTorch version. The accompanying notebook will get you started to a point where you can do some hobby projects.

This book surprisingly seems to fill an interesting gap explaining about how these ML systems are used in real life in large scale. I work for 1 of the FAANG companies & I can say that every chapter here would correspond to bread & butter of a team responsible for maintaining a large ML system say Recommendation / Fraud detection. The target audience would be someone who is interested to learn how to put a large end-end ML system together.

I would be very excited if there are practical examples on how to use this with MLFlow / KubeFlow / Sagemaker. Really excited to read this

edit : typos

How would this be different from a SQL interface on top of a NOSQL database.

https://drill.apache.org/ ?

I must say the Video chat in Amazon Echo Show is very interesting from my experience using it over the past few weeks when talking to my family in other side of the world. The Mics are so good that they can hear them from pretty much anywhere in my 800 sqft home.

It would be very interesting to see how this device competes. The features i would love to have is a 360 Camera attached to a large screen. with Multiple Mics / Good Speakers. Ability to seamlessly which to multiple screens based on where I am.

Here you go :D

https://github.com/sindresorhus/awesome https://github.com/t3chnoboy/awesome-awesome-awesome

How does this add value to this discussion ? Indian here too :)

How does your cheap flight deals work. I found the cheapest fare for mumbai from you !

Do you have similar deals from NY