yashuv

CodeClause_Market_Basket_Analysis_in_Python_using_Apriori_Algorithm

market basket analysis on groceries dataset using apriori algorithm

Prediction-using-Supervised-Machine-Learning

perform prediction using logistic regression model on given data

Python-for-Data-Science-AI-and-Development

Python for Data Science, AI & Development - offered by IBM on Coursera

Clustering-Penguin-Species

Use unsupervised learning skills to reduce dimensionality and identify clusters in the antarctic penguin dataset

CodeClause_Churn_Prediction_in_Telecom_Industry_using_Logistic_Regression

churn prediction in telecom dataset using logistic regression

Coursera-Courses

Data-Structures-and-Algorithms-using-C-and-Cpp

crucial data structures and algorithms implementations in C and C++

Distributed-System

some insights and program code for Election Algorithm(Bully and Ring), RPC and RMI, Clock Synchronization(Logical and Vector) and Banker's Deadlock Avoidance Algorithm

django-spam-email-classifier

Classification of Textual E-Mail Spam Using Naïve Bayes Classifier

Emotion-Based-Music-Recommendation-using-CNN

This project aims to develop an Emotion-Based Music Recommendation System using facial expressions, leveraging the power of CNNs to analyze facial images, classify the user's emotional state, and recommend music based on those emotions.

Google-IT-Automation-with-Python

Google IT Automation with Python Professional Certificate

Handwritten-Devnagari-Optical-Character-Recognition

Handwritten Devnagari Optical Character Recognition(OCR) using CNN and OpenCV

House-Damage-Prediction

classifies the damage grade of a house using ML algorithms, including decision trees, random forests, XGBoost, and multinomial logistic regression.

house_damage_prediction

it-cert-automation-practice

Google IT Automation with Python Professional Certificate - Practice files

Logistic_Regression_from_Scratch_on_a_NLP_task

implements logistic regression from scratch for sentiment analysis on tweets dataset, and predict on our own.

Machine-Translation-and-Document-Search-on-NLP-task

implements machine translation and see how locality sensitive hashing works for document search

Manipulating-Word-Embeddings-in-Vector-Space

predict analogies between words using word vectors, use PCA to reduce dimensionality of word embeddings, and plot them

Multinomial-Naive-Bayes-Classifier-on-YouTube-Dataset

predict the class of YouTube comments using multinomial naïve bayes classifier

Naive_Bayes_for_Sentiment_Analysis_task_NLP

implements Naive Bayes from scratch for sentiment analysis on tweets data

NumPy-for-Data-Science

A well structured practical deep dive into functional programming in NumPy.

Pet-Adoption-System-using-PHP

The system used for adopting, donating pet animals and also reporting any stray animals on the roads.

Prediction-using-Decision-Tree-Algorithm

create the Decision Tree classifier and visualize it graphically, and predict new point

Prediction-using-Unsupervised-Machine-Learning

using k-means clustering on Iris dataset, predict the optimum number of clusters and represent it visually

Python-List-Comprehension

different examples of powerful pythonic list comprehension

Space-Mission-Game-using-cpp-SFML-Library

Just a simple fun game created using c++ sfml library.

streamlit-spam-mail-classifier

Classification of Textual E-Mail Spam Using Naïve Bayes Classifier integrated in Streamlit Application

yashuv

Yashuv Baskota Introductory