Neerja Doshi

@BBOYWORTHING @billburr Has this begun yet (if you still have your phone)? Stuck in loads of traffic!

Im at White River in Auburn to see @billburr they bout to make me lock my phone in a case so if I don’t tweet for a minute just know I’m safe and still chubby and lovely.

@aaronbronow @khushbo92795036 @LithiumFilms @wsdot Thank you for the guidance!

@DoshiNeerja @khushbo92795036 @LithiumFilms @wsdot US2 is a small 2 lane highway at the same elevation. You could potentially get thru but it's more likely you'll get stuck on US2 and take even longer to clear. Snoqualmie is the most traveled and most reliable pass.

This is a major storm hammering the pass. These are the conditions our crews are dealing with. We are working hard to get spun out vehicles removed so we can get things back open. Again, we will provide an update at 11 pm for a possible reopening time.

@aaronbronow @khushbo92795036 @LithiumFilms @wsdot At this point is it advisable to go through US2 westbound or should we wait for snoqualmie to open. Currently stuck near ellensburg

@khushbo92795036 @LithiumFilms There's no other way unless you go back to Yakima or Wenatchee. Best just to wait for @wsdot to clear the pass.

Slides of the Holst Memorial Lecture I gave at TU Eindhoven on Nov 29, 2018. drive.google.com/open?id=1EnQlR…

14th place in Airbus Ship Detection Challenge with @fastdotai (both v0.7 and v1.0), many thanks to @robgardin @radekosmulski. It was a pleasure teaming up with you guys !

In case you were wondering, Morticia the #CorpseFlower isn’t smelling...yet. The horticulturalists are expecting a full-on fragrance later tonight.

Kaggle Kernels can be a great tool for package documentation - you get interactive executable & reproducible tutorials with a single click Ex: - Nice overview basic pandas functionality: kaggle.com/themenyouwantt… - Pandas tutorial on Pokemon data kaggle.com/shikhar1/yet-a…

My effort to summarise applications of matrix decomposition techniques taught by @math_rachel in Computational Linear Algebra class at USF. twitter.com/fritzlabs/stat…

Sanitary napkins exempted from GST toi.in/WP0_Yb90/a24gk via @timesofindia

My recent article explaining Locality Sensitive Hashing (LSH) and how it can be used to efficiently search in high dimensional spaces. @santhoshhari/locality-sensitive-hashing-for-music-search-f2f1940ace23" target="_blank" rel="nofollow noopener">medium.com/@santhoshhari/…

Nice article by @usfca_msds grad student @shik1470 on locality sensitive hashing for dimensionality reduction and finding nearest neighbors. towardsdatascience.com/understanding-…

#DeepLearning Best Practices –  Weight Initialization buff.ly/2MLNBNO

I analyzed 100k happy moments to find out what makes people the most happy, and it made me happy flowingdata.com/2018/06/21/wha…

Launched a new website, explained.ai, dedicated to giving deep but intuitive explanations of machine learning and related topics.

New Heartbeat contributor post! @DoshiNeerja explores Recommendation Systems, with detailed looks at methods for implementing them and ways to evaluate their effectiveness. heartbeat.fritz.ai/recommendation…

To understand the methods used to build recommendations systems and the metrics for evaluating their effectiveness, head over to my latest blog post! heartbeat.fritz.ai/recommendation… #DataScience #recommendations #MachineLearning #DeepLearning

Contributor @shik1470 explores the key validation strategies for machine learning models in his excellent new Heartbeat post: heartbeat.fritz.ai/model-evaluati…

Want to gain intuition for various loss functions used to train regression models? Checkout my blog and it's not only MSE and MAE. Still not sure why Huber, log-cosh or quantile losses are not much used or talked about, given their pros over MSE/MAE. heartbeat.fritz.ai/5-regression-l…

Awesome notebook for understanding data structures and algorithms, and how they can be implemented in Python! Great work!! twitter.com/shik1470/statu…