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analysis-of-data-science-jobs

This notebook contains analysis of data science jobs from year 2020 to 2023 in terms number of job designations, experience level, salaries etc.

artificial-intelligence

This repository contains all the assignments and projects I will be submitting during one month of the "Artificial Intelligence Course" offered by MyCaptain

astro-lab

All the notebooks from the coursework are here

astrostats

audio-spectrometer

central-limit-theorem

A streamlit web application for visualization of central limit theorem

covid-19-data-analysis

This project contains exploratory data analysis and data visualization of statewise covid-19 data of India. The discussion includes spread of covid-19 cases , deaths, recoveries etc across the nation. I have used geojson for plotting maps to represent statewise data and drawn conclusions based on these plots that helps understand the data better. I had done this project for applying the things I learned during the 'Data Analytics with Python' course offered by MyCaptain.

data-analytics-with-python

This repository contains all the classwork of the live tutorials, weekly submissions and projects I had done during the one month course of 'Data Analytics with Python' in June 2022. The material in this repository is enough to jumpstart your journey into the field of data analytics.

data-preparation

There are lot of things that need to be done on the given dataset before we feed it to the machine, these things come under data preprocessing. In this repository I have tried to explain those things with some examples.

dataset-classification-project

I had done this project for 'Artificial Intelligence' course offered by MyCaptain. The project contains brief introduction and code of 5 machine learning algorithm implanted on a single dataset, to check for the most accurate algorithm for classification of that particular dataset.

eda-of-ipl-matches

I had done this project for 'data analytics with python : from zero to pandas' course offered by Jovian.ai .

financial-distress-prediction

I created this project for Machine Learning with Python: Zero to GBMs offered by Jovian.ai. Under this project, I used two machine learning algorithms namely Decision Tree and Random Forest for predicting whether somebody will face financial distress in the near future, based on the past and present conditions.

heart-failure-prediction

This repository contains a machine learning algorithm written for predicting whether a person can suffer from heart failure or not based on their habits and numerical data related to their health.

house-prices-advanced-regression-techniques

I created this repository for kaggle competition that involves predicting price of houses based on various attributes.

image-analysis

In this project I have perfomed various operations on image while treating it as a matrix. The library used for the same is known as OpenCV. This library is mostly used for computer vision applications, such as video analysis, CCTV footage analysis and image analysis. I had done this project for 'Data Analytics with Python' course offered by MyCaptain.

image-classification-project

This project contains machine learning algorithm written for classification of the images of handwritten digits. It uses Random Forest Classifier and classifies the images with great accuracy. I had done this project for 'Artificial Intelligence Course' offered by MyCaptain.

jovian-da-course

This is repository contains coursework, assignments and project for the course offered by jovian.ai

jovian-dl-course

This repository contains all the notebooks from jovian course material along with the solved assingments and course project.

jovian-ml-course

I have created this repository for classwork, assignments and projects I undertook for Machine Learning : from Zero to BGM offered by Jovian.

kaggle-ml-and-ds-survey

This repository contains exploratory data analysis of the data collected through kaggle machine learning and data science survey 2022.

kelvin-helmotz-instability

This is the web app that calculates the growth factor for KH instability

linear-regression-model

This project contains machine learning algorithm that makes use of linear regression for predicting weight of the brain based on the size of the head. It also contains regression plot that helps us understanding the relationship between dependent and independent variables visually. I had done this project for 'Data Analytics with Python' course offered by MyCaptain.

n-body

A code to compute the non-linear evolution of the cosmological matter density contrast.

naive-bayes-classifier

This project contains machine learning algorithm that uses Naive Bayes Classifier to predict whether there will be tennis match or not based on the various conditions. I had done this project for 'Data Analytics with Python' course offered by MyCaptain.

powerbi-projects

This repository contains PowerBI Dashboards. Use the PDFs for preview.

prasadposture

Config files for my GitHub profile.

python-fundamentals

This repository contains the all codes I had ran during my initial days of learning python. I have added additional comments and used markdowns to make it more beginner friendly.

python-libraries

This repository contain python libraries namely numpy, pandas, matplotlib and seaborn needed for data analysis.

r-for-everyone

This repository contains fundamentals of R programming, which will help a new learner to get started with the language. It contains additional comments, definitions and explaination of various terminologies involved.

randomforestclassfier

It is an application that makes predictions on input data with the help of RandomForestClassifier().