yashuv Goto Github PK

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

codeclause_market_basket_analysis_in_python_using_apriori_algorithm

market basket analysis on groceries dataset using apriori algorithm

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.

prediction-using-decision-tree-algorithm

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

prediction-using-supervised-machine-learning

perform prediction using logistic regression model on given data

prediction-using-unsupervised-machine-learning

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

python-for-data-science-ai-and-development

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

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