Manish Kumar Saraf's Projects
Udacity project: voice user interface that converts speech to pidgin text.
Udacity project: machine translation from French to English.
Basic classifier for automatic vehicle damage inspection. Simple code showcase for Nanonets blog.
Templates and configurations for various projects and deployment scenarios
Coronavirus (COVID-19) in the UK - API Service SDK for Python
Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex
Data and code behind the stories and interactives at FiveThirtyEight
Tutorials for DataCamp (www.datacamp.com)
Examples of Data Science projects and Artificial Intelligence use cases
Generate Flowcharts, Network Sequence Diagrams, GraphViz Dot Diagrams, and Railroad Diagrams
Marketing Campaigns A/B Testing on Jupyter Notebook
We are creating the model with the ARIMA MODEL AND PROPHET. We want to create model for the analysis of demands in the future according to the trend and seasonality. We read the data from the csv file to the Jupiter notebook. We call different libararies which are necessary for creating the model.
Final Project : Project based on a real life Business Problem. In this Project, you will be using all the skills that you have acquired throughout this course. Problem Statement Your client is a retail banking institution. Term deposits are a major source of income for a bank. A term deposit is a cash investment held at a financial institution. You
LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.
Python Class created to address problems regarding Digital Marketing Attribution.
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
Scripts to extract and manipulate Twitter Data based on hashtag as search term. Contains .ipynb notebooks.
SNA on various social graphs including trading networks & Facebook friendship networks.
A set of examples illustrating some possible use cases for NannyML
Source code for data analysis - Brochado et al Nature 2018
Wrapper library for algorithmic trading in Python 3, providing DMA/STP access to Darwinex liquidity via a ZeroMQ-enabled MetaTrader Bridge EA.
This is a Real-time billing application and the recommendation system to recomment the different products that are likely to be sold together.
To Evaluate and assess stock strategies