Munesh LakheyAlgorithmic trading simplified: Value at Risk and Portfolio OptimizationIn the last post, we saw how actual algorithms are developed and tested. In this post, we will figure out the level of exposure so that…Sep 3, 20201Sep 3, 20201
Munesh LakheyAlgorithmic trading simplifiedIn this post, I will build and evaluate a trading plan which is the key step in any trading strategy, particularly algorithmic trading…Jul 1, 20201Jul 1, 20201
Munesh LakheyintowardsdatasciencePrototyping YOLO -First step towards computer visionIn this post, I will try to walk through all the key steps in YOLO. But the main emphasis is upon building input data (images) and target…Apr 3, 20201Apr 3, 20201
Munesh LakheyCOVID -19 debate, Lock-down or liberal testing.In this brief post I will try to illustrate why aggressive case finding and isolation/treatment is the only way to sustain and avoid total…Mar 24, 2020Mar 24, 2020
Munesh LakheyintowardsdatascienceTransformer Demystified|Break your Attention and build it backGet familiar with ideas and operations that goes into Attention mechanism and Transformer as a whole. Build a prototype from scratch and…Dec 8, 2019Dec 8, 2019
Munesh LakheyTransformer Demystified|Break your Attention and build it backGet familiar with ideas and operations that goes into Attention mechanism and Transformer as a whole. Build a prototype from scratch and…Dec 8, 2019Dec 8, 2019
Munesh LakheyintowardsdatascienceRecurrent Neural Networks 101This post is about understanding RNN architecture, math involved and mechanics of backpropagation through time. Build a simple prototype…Oct 18, 20191Oct 18, 20191
Munesh LakheyRecommender Systems made easy|Build and evaluate from the scratchI always find something interesting. How do they do it?Sep 8, 2019Sep 8, 2019
Munesh LakheyintowardsdatascienceFace Recognition made easy|Nuts and Bolts of Face RecognitionThis post is an illustrative guide to understand all aspects of face recognition. We will see how Face recognition solves one-shot…Jul 10, 2019Jul 10, 2019
Munesh LakheyintowardsdatascienceWord2Vec -Negative Sampling made easyThis is my second post on Word2Vec. The previous article was about the probabilistic model explaining the mechanics of embedding and…May 27, 2019May 27, 2019