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followers: 1.0 following: 11.0 repos: 31.0 gists: 0.0

Name: Sudip Roy

Type: User

Bio: Curious in exploring. Passionate to transformations...

Location: India

Sudip Roy's Projects

arduino-control

Its a mini project or rather a task to control the arduino through my android phone

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-python

A curated list of awesome Python frameworks, libraries and software

car_parking_arduino

Its basically a ir sensor located at the back of the car which responds to the obstacle that comes in front of the sensor and the car stops by measuring the distance from the IR sensor

complete_regression_analysis_car_dekho_kaggle

Detailed end to end analysis on Car Dekho price prediction with story telling and viz.

credit-card-fraud-detection

Our goal is to identify fraudulent credit card transactions.

data-science-best-resources

Carefully curated resource links for data science in one place

data-science-competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

data-science-hiring-challenge_loan-default-prediction

The task is to create a model with detailed EDA, that can predict whether a customer will possibly default on taking a loan/not. The goal is to find out if a customer has the potential of repaying the loan amount back!

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

eda-imdb_dataset

Exploratory Data Analysis using Numpy and Pandas.

eda_and_everything_you_need_before_building_a_model-

Exploratory Data Analysis

gesture-controlled-racing-bot-

An autonomous wired bot which is controlled by the gesture of our hand !

gradient_descent_algo_implementation

Implementation of gradient descent algorithm from scratch using python for multiple variables

implementing-decision-tree-from-scratch

This repository is mainly focused on making a modularized python code for implementing a decision tree to predict if the weather is good or bad with calculating with finding the root node, calculating the weighed GINI impurity, finding the best split, coming up with the leaf node.

implementing-multiple-linear-regression

Going with the simplest statistical model and yet the commonly used type of predictive analysis. Here we'll be predicting the profit made by a startup on the basis of expenses incurred and the state where they operate!

iot-based-humidity-sensor-sending-datas-to-cloud-

This is a project basically on IOT in which I got the detailed analysis of the Humidity of the room using humidity sensor and clearly observing the change in humidity values through charts and graphs in Thinkspeak automatically!

kaggle

Codes for Kaggle Competitions

light-following-bot

Its basically light following bot which moves with the intensity of light which falls on the ldr and moves accordinly!

light-sensor-data-uploading-via-thinkspeak-iot

This is a project based on IOT in which a light sensor uploads data in Thingspeak and is recorded accordingly!

made-with-ml

Learn how to responsibly develop, deploy and maintain production machine learning applications.

method_of_max_likelihood_estimation

Implementation of MLE using a simple logistic regression following the problem of Employee retention using maximum likelihood estimation.

rajasthan-hackathon-2.0

Air Pollution Monitoring and Controlling using IOT , Data Analytics and Machine Learning Predictions.

road-runer-bot

Its basically a manual bot designed to race on different tracks with the help of DPDT switches which eventually controls its movement!

servo_door_lock_arduino

Its a project on controlling the opening and closing of the door of my room with my android mobile.

smart-fire-system-with-iot-

Uploading intensity of fire response via firesensor to thingspeak cloud by setting a threshold so that when it crosses that, an alert is sent to the user.

stats-maths-with-python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

t20match_wormgraph

Plotting a worm graph with the ICC T20 post-match analysis.

understanding-linear-regression_bostonhousing

This is a detailed explanation of the understanding of linear regression with Boston Housing Dataset. I have performed detailed checks to know more about the relationship between the variables used in the dataset. Plotted visualizations which gives different intuitions about collinearity and also came up with plotting the best fit line of all important features with the target variable.

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