Published inTowards Data Science·Apr 24, 2021Optimize AWS Lambda MemoryAn insight on how to decide memory requirements for lambda functions — For anyone starting on a serverless journey, AWS lambda is just amazing. You write the code, invoke the function and it does the job for you. Hold on, is it really doing as expected? I mean what about the execution time? How do I ensure that my lambda function is…Lambda4 min readLambda4 min read
Published inGeek Culture·Apr 13, 2021Volume Forecasting and Anomaly Detection using FbprophetA practical implementation of time series analysis using facebook’s opensource library fbprophet This article is a follow-up of one of my earlier article Time Series Analysis — A Beginners Guide. If you are new to time series, I strongly recommend you to read through that article before this implementation example. Installing fbprophet …Anomaly Detection7 min readAnomaly Detection7 min read
Published inGeek Culture·Apr 12, 2021Time Series Analysis — A Beginners GuideA brief overview of the different aspects to look for when doing time series analysis. Time series is statistical data that is arranged and presented in chronological order. Time Series Analysis is predicting the data for the future based on the past data in the time series. For e.g. If…Time Series Analysis7 min readTime Series Analysis7 min read
Published inCodeX·Apr 9, 2021AWS Private API Gateway with Custom domain namesA step-by-step guide to create a Private REST endpoint with Custom DNS — API gateway is great when it comes to exposing your APIs publicly and you will find a lot of blogs and videos around it. However, most organizations want to define private APIs for consumption by other sub-systems within the organization. I had a lot of struggle learning how to define…Api Gateway8 min readApi Gateway8 min read
Mar 26, 2021Jaro winkler vs Levenshtein DistanceDifferent Approaches to Name Matching Fuzzy Name Matching This is one of the most commonly used approach. The basic idea behind fuzzy match is to measure the edit distance between 2 strings. What does it take to convert from Source String A to Destination String B? There are many approaches to fuzzy match…Name Matching3 min readName Matching3 min read
Published inGeek Culture·Dec 3, 2020Deep Learning — ‘Hello World!’This is a continuation from my previous article. If you haven’t read that, I strongly suggest you to read that first to get a high level overview of Deep Learning concepts. Here is the link to Part 1 (Deep Learning — Beginners Guide) I could have dived deep into more…TensorFlow11 min readTensorFlow11 min read
Published inGeek Culture·Nov 22, 2020Deep Learning — A Beginners GuideEver wondered what is deep learning and how its changing the way we do things. In this series of tutorials, I will dig into the terminology used in the space of deep learning. A complete look at the mathematics behind activation functions, loss, functions, optimizers and much more. …Deep Learning7 min readDeep Learning7 min read
