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Tech IndustryJul 10, 2019
CadenceBettyBop

Ramping up on AI/ML/DL (Books/Pdf)

Hi I am trying to do a focused ramp up on AI/ML and Deep Learning, possibly Tensor flow as well. I am aware of the course Andrew ng and other coursera contributions/Specializations from Google and deeplearning.ai Looking for pdf/books, Any highly recommended books that cover the big picture and dive into details as well? (Theory and applications) Yoe 15+ Tc 500k+

deeplearning.ai
deeplearning.ai
deeplearning.ai
@Google@Meta@Amazon
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E*Trade cbEV72 Jul 10, 2019

Big picture huh? https://www.amazon.com/Danielle-Chronicles-Superheroine-Ray-Kurzweil/dp/1614756392

Cadence BettyBop OP Jul 10, 2019

🤔

New
cafe-latte Jul 10, 2019

You are too old to learn, it takes few years to master :) go enjoy life with your 500k TC

Cadence BettyBop OP Jul 10, 2019

I can do both :) never old to learn

E*Trade cbEV72 Jul 10, 2019

With 500k I’d save for minimum retirement in 4 years

Apple datascie Jul 10, 2019

Deep learning by Ian Goodfellow is the book you are looking for

Cadence BettyBop OP Jul 10, 2019

Thanks

ConsenSys dackjorsey Jul 10, 2019

This ones good for foundations, covers both supervised and unsupervised learning. An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) https://www.amazon.com/dp/1461471370/ref=cm_sw_r_cp_api_i_VXPjDbPAKHEYW

Cadence BettyBop OP Jul 10, 2019

Thanks

Apple sikit Jul 10, 2019

That’s not a deep learning text

Cadence BettyBop OP Jul 10, 2019

Any recommended books that cover Tensorflow?

E*Trade cbEV72 Jul 10, 2019

French dude who wrote tf wrote also a book about it

Cadence BettyBop OP Jul 10, 2019

Name/Title ?

Neurocrine LC is life Jul 10, 2019

..

Cadence BettyBop OP Jul 10, 2019

..?

Neurocrine LC is life Jul 10, 2019

Following this post, because blind's bell icon is trash. I am comfortable with ML and want to learn DL now.

Oracle bendy Jul 10, 2019

Op I would highly highly recommend andrew ng courses. There are books like machine learning from scratch which have a lot of code examples. My advice would be to start with those recipes and use the tools for different datasets. You will get a whole lot of clarity from those issues. Also anyone who is saying you are too old to learn are wrong. I have seen execs in ml orgs who have no idea about ml but still fool people around them by being thought leaders and stuff. Op you don’t need to start with having deep foundations but the more practice you do, it’s going to strengthen the concepts.

Cadence BettyBop OP Jul 10, 2019

Thank you, this is very encouraging

Nvidia ic4cc Jul 10, 2019

Cadence pays 500 K ? Is the Cadence Design Systems - EDA ?

Facebook Hodinkee Jul 10, 2019

Director level, why not

Nvidia ic4cc Jul 11, 2019

I thought all EDA pays Director around 250 Max

Nvidia ic4cc Jul 10, 2019

I am doing MS . It’s more structured . If you have time then look at Georgia Tech OMCS or UIUC MS programs .

Cadence BettyBop OP Jul 11, 2019

Thanks for the suggestion, will check