SmartNamDevoloper

Bakery

This website is for a fictious bakery. It demonstrates the knowledge of html ,bootstrap and css. It has links to 4 pages. Each page gives the option to get the recipe or place an order the products (muffin,cake,bread,cookie)

Book-Review

This web application demonstrates the knowledge of python, flask, SQL and API

Clustering_Countries

This project demonstrates a Clustering Model using Python. An international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It has been able to raise around $ 10 million. The model is needed to help decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. The model is used to categorize the countries using some socio-economic and health factors that determine the overall development of the country.

Detection_of_Melanonma

Multiclass classification model using a custom convolutional neural network in tensorflow to detect melanoma

Fractal_Analysis

Exploratory Fractal Analysis with DFA and HURST Exponent using nolds module

Gesture_Recognition

Analyzing videos using neural networks, using a 3D convolutional network.

Lasso-Ridge-House-Price-Prediction

This project demonstrates the advanced linear regression concepts of ridge and lasso. The model built helps in predicting the house price.

Logistic_Regression

This is a project demonstrating Logistic Regression method using Python. An education company named X Education sells online courses to industry professionals. On any given day, many professionals who are interested in the courses land on their website and browse for courses.

Telecom_Customer_churn_Classification

This project demonstrates building a classification model for imbalanced data. Feature engineering, feature selection and extensive EDA. Comparing of logistic regression, random forest and ADA Boost models are done before finalizing the best model.

SmartNamDevoloper/Clustering_Countries

This project demonstrates a Clustering Model using Python. An international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It has been able to raise around $ 10 million. The model is needed to help decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. The model is used to categorize the countries using some socio-economic and health factors that determine the overall development of the country.

SmartNamDevoloper/Fractal_Analysis

Exploratory Fractal Analysis with DFA and HURST Exponent using nolds module

SmartNamDevoloper/Detection_of_Melanonma

Multiclass classification model using a custom convolutional neural network in tensorflow to detect melanoma

SmartNamDevoloper/Gesture_Recognition

Analyzing videos using neural networks, using a 3D convolutional network.

SmartNamDevoloper/Lasso-Ridge-House-Price-Prediction

This project demonstrates the advanced linear regression concepts of ridge and lasso. The model built helps in predicting the house price.

SmartNamDevoloper/Logistic_Regression

This is a project demonstrating Logistic Regression method using Python. An education company named X Education sells online courses to industry professionals. On any given day, many professionals who are interested in the courses land on their website and browse for courses.

SmartNamDevoloper/Telecom_Customer_churn_Classification

This project demonstrates building a classification model for imbalanced data. Feature engineering, feature selection and extensive EDA. Comparing of logistic regression, random forest and ADA Boost models are done before finalizing the best model.

SmartNamDevoloper/code_snippets

SmartNamDevoloper/Computer_Vison

SmartNamDevoloper/DecisionTree

SmartNamDevoloper/DS_C23_NLP_DL

SmartNamDevoloper/EDA_for_IMDB

This is a project demonstrating the Exploratory Data Analysis for data set on IMDb website.

SmartNamDevoloper/EDA_Loan_Defaulter_Analysis

In this project apart from EDA, there has been an effort to develop a basic understanding of risk analytics in banking and financial services and understand how data is used to minimise the risk of losing money while lending to customers.

SmartNamDevoloper/Forex_Averyx

SmartNamDevoloper/GetWeather

Command line utility Tool programmed using Github Copilot.

SmartNamDevoloper/gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

SmartNamDevoloper/Heroku_Deploy

Practice Heroku

SmartNamDevoloper/Heroku_practice_1

Practicing

SmartNamDevoloper/Jupyter

Link local to github

SmartNamDevoloper/Linear_Regression

A linear regression model to predict demand for a bike based on the different conditions like weather conditions, whether a day is a holiday, weekend, or workday and other conditions.

SmartNamDevoloper/matplot_reckoner

SmartNamDevoloper/pandas

SmartNamDevoloper/pandas_exercises

Practice your pandas skills!

SmartNamDevoloper/Python

Python Basic programming

SmartNamDevoloper/Reinforcement-Learning

Reinforcement Learning

SmartNamDevoloper/Reinforcement-Learning-for-Trading

A walkthrough of using the gym-anytrading environment for reinforcement learning applications leveraging custom datasets.

SmartNamDevoloper/Reinforcement-Learning-for-Trading-Custom-Signals

SmartNamDevoloper/ReinforcementLearningCourse

SmartNamDevoloper/Ridge_Vs_Lasso

SmartNamDevoloper/Simple_Linear_Regression

This file contains the simple linear regression to predict the grade of a student based on the hours of study.