Oct 27, 2022MMM series — Robyn — Chapter 1 — SetupFacebook Robyn is a semi-automated framework for Marketing Mix Modeling from Facebook Marketing Science. Robyn Robyn is an automated Marketing Mix Modeling (MMM) code. It aims to reduce human bias by means of ridge regression and…facebookexperimental.github.io The code has been open-sourced by Facebook and is available to use freely. GitHub - facebookexperimental/Robyn: Robyn is an experimental, automated and open-sourced Marketing… Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing…github.com1 min read1 min read
Jan 16, 2022Trigger AWS lambda function with s3 update !AWS Lambda functions can be triggered through s3 updates. For instance, you can trigger the lambda function with every upload of a file on a specified s3 bucket. Create a lambda function using this tutorial — Build your first AWS Lambda function and attach an endpoint using AWS Api-gateway …Aws S 33 min readAws S 33 min read
Jan 16, 2022Read and write to/from s3 using python — boto3 and pandas (s3fs)!First, lets create a s3 bucket through Amazon AWS s3 management console. Click on “Create Bucket”. Fill in the required details and click on “Create Bucket.AWS4 min readAWS4 min read
Jan 16, 2022Build your first AWS Lambda function and attach an endpoint using AWS Api-gateway !Go to AWS console and launch lambda management console. Click on “Create function” button.AWS3 min readAWS3 min read
Jan 16, 2022Deploy a Machine Learning application on AWS EC2 server !In this tutorial, we will create an ML model and pickle the model. Build a basic flask application and load the pickled model for the prediction. Deploy the app on local first to test the end to end run. Further deploy the application on AWS EC2 server. Build an ML…AWS6 min readAWS6 min read
Jan 16, 2022Get started with AWS cloud and launch your first EC2 instance !Search for AWS Free tier account on google and launch the AWS website — Free Cloud Computing Services — AWS Free Tier (amazon.com) Click on “Create a Free account”. Provide credit card details and finally submit the detailsAWS5 min readAWS5 min read
Dec 12, 2021ArabicOCR — amazing OCR library for Arabic pdf documentsThere are many OCR libraries out there like tessaract, easy-ocr and keras-ocr, to name a few. All of them works quite well on English language. But not all works as accurate & smooth on other languages like Arabic etc. In my recent work, I came across a problem statement where…Ocr4 min readOcr4 min read
Dec 12, 2021PyMuPDF — amazing python library for pdf data1 min read1 min readPyMuPDF — amazing python library for pdf data----
Apr 10, 2021Different file formats Pandas DataFrame can read and write to !Reference - https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_pickle.html1 min read1 min readDifferent file formats Pandas DataFrame can read and write to !Reference -https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_pickle.html----
Mar 31, 2021Get started with IBM Watson Studio — via AnacondaGood news ! With the latest version of Anaconda, we get IBM Watson Studio cloud option available on Anaconda Navigator. Click on “IBM Watson Studio Cloud” launch button -4 min read4 min read
