Sanjeev Yadav (@sanjeevai)
github

sanjeevai

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Top repositories

1

multi-factor-model

Build a statistical risk model using PCA. Optimize the portfolio using the risk model and factors using multiple optimization formulations.
Jupyter Notebook
117
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2

smart-beta-portfolio-optimization

Built a smart beta portfolio and compared it to a benchmark index by calculating the tracking error. Built a portfolio using quadratic programming to optimize the weights..
HTML
58
star
3

trading-with-momentum

Implement a momentum trading strategy in Python and test to see if it has the potential to be profitable
HTML
55
star
4

disaster-response-pipeline

ETL pipeline combined with supervised learning and grid search to classify text messages sent during a disaster event
Python
16
star
5

order-imbalance

Study of price volume data to analyze an order imbalance strategy for Bitcoin on BitMEX platform
Jupyter Notebook
9
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6

data-modeling-postgres

Create a Relational Database in Postgres for a music streaming service optimized for song plays analytics.
Jupyter Notebook
7
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7

sparkify-capstone

Data Analysis in Spark to Identify Customer Churn for a fictional music service(like Spotify)
Jupyter Notebook
6
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8

data-modeling-apache-cassandra

Create a NoSQL database in Apache Cassandra and test its working based on the queries provided before hand
Jupyter Notebook
4
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9

btc

Technical analysis of Bitcoin trends involving use of stock price indicators
Jupyter Notebook
3
star
10

customer_segments_arvato

Applied unsupervised learning techniques on demographic and spending data for a sample of German households.
HTML
2
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11

websocket

Python script to log trade data from Huobi exchange
Python
2
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12

Train_accidents_in_India

Using data visualisation and inferential statistics to find the cause of train accidents in India for year range 2002-2017.
Jupyter Notebook
2
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13

Investigate_a_dataset

Investigated one of Udacity's curated dataset using NumPy and Pandas. Posing questions and sharing my findings at the end of project.
HTML
2
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14

nyc_subway_data_analysis

Perform Data Analysis of NYC Subway data and use MapReduce programming in Python.
HTML
1
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15

ML-Capstone

Using supervised machine learning techniques to find university level factors affecting graduation and retention rates in US Colleges
Jupyter Notebook
1
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16

PyTorchImageClassifier

First implemented the code in Jupyter Notebook and then converted it to a Python application that can be run from the command line
Jupyter Notebook
1
star
17

hypothesis_testing

Apply A/B testing for a client who want to change the layout of their website's landing page.
HTML
1
star
18

breakout-strategy

Implement breakout strategy, remove outliers and the potential to be profitable using a Histogram and P-Value
1
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19

Recommendations_with_IBM

Rank-based, collaborative filtering and matrix factorisation techniques for Recommendation Engine for IBM Watson Studio platform
HTML
1
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