Ayush Subedi

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adaboost Flight delay prediction and exploration in the United States

affirmations Affirmations with Flutter

ai Adieu Cloudfactory  /  A reflection on the journey from Data Science to AI engineering  /  Diabetic Retinopathy and Glaucoma Detection (Cheers AI Demo)

algorithmic-trading Machine Learning for Trading

alpha Machine Learning for Trading

analysis Data in News Revisited  /  Devs in Nepal  /  Data in News

analytics Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States  /  The Beginner's Trap in analytics  /  Analytics for Ride Hailing Services

analytics in ride sharing Analytics for Ride Hailing Services

android Affirmations with Flutter  /  Edquake  /  Edcrayon  /  Etymology and Ngram  /  Neo-literacy app concept  /  Net Promoter Scale (NPS)  /  Swahili Phonics App with Stanford University  /  The Lost Brothers  / …

arduino Android+Arduino RC Car

bayes Spirathon AI Conference 2019

beta Machine Learning for Trading

blockchain Trove Summary  /  Underlying Architecture of Trove  /  Torpe Blockchain

blockstack Trove Summary  /  Underlying Architecture of Trove

bot Nepal Vaccine Progress Twitter Bot

calculus [Paper Exploration] Adam: A Method for Stochastic Optimization  /  Deterministic Optimization

capm Machine Learning for Trading

capstone Compiler from Scratch

career A reflection on the journey from Data Science to AI engineering

careerdevelopment Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

cart [Paper Exploration] Statistical Modeling: The Two Cultures

certificate Ethics in Human Research

certification Term Frequecy Inverse Document Frequency (TFIDF)

classification [Paper Exploration] Train Once, Test Anywhere: Zero-Shot Learning for Text Classification

cli Kohokoho

cloudfactory Adieu Cloudfactory

clustering Topics on High-Dimensional Data Analytics (Machine Learning 2)

codefornepal Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

column-generation Deterministic Optimization

community Solveathon Nepal 2019

compiler Compiler from Scratch

computer vision [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)

contingency table Detecting the edibility of Mushrooms in the wild

convex Deterministic Optimization

convolution Topics on High-Dimensional Data Analytics (Machine Learning 2)

correlation Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States  /  Detecting the edibility of Mushrooms in the wild

correspondence analysis Detecting the edibility of Mushrooms in the wild

cost-function Deterministic Optimization

cramers v Detecting the edibility of Mushrooms in the wild

cs6750 Redesigning the Goodreads bookshelf interaction

cse-6040 The Beginner's Trap in analytics

data Tedx Talk: Nepal in the Loop  /  Nepal Data Literacy Program

data analysis Sampling Methodology

data-viz Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States  /  K-Shaped recovery  /  You vs Bezos - Weber Fencher law  /  Feasibility study with sentiment analysis and voronoi  /  Fractal Plots

dataanalysis Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

datacamp Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

datascience Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

datavisualization Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

dbt Path to DBT Analytics Engineering

dcdonates Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

decision tree Detecting the edibility of Mushrooms in the wild

deep learning [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)  /  [Paper Exploration] Deep Residual Learning for Image Recognition  /  Flight delay prediction and exploration in the United States

digitalliteracy Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

dimensionality reduction Flight delay prediction and exploration in the United States  /  Detecting the edibility of Mushrooms in the wild

ds Adieu Cloudfactory

eda The Beginner's Trap in analytics  /  Analytics for Ride Hailing Services

encryption Diffie-Hellman key exchange (and AES-256)  /  RSA encryption

engineering A reflection on the journey from Data Science to AI engineering

etymology Etymology and Ngram

explainability [Paper Exploration] A Unified Approach to Interpreting Model Predictions

faro The Faro Shuffle

fellowshipprogram Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

few shot [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)

flask Diabetic Retinopathy and Glaucoma Detection (Cheers AI Demo)  /  Nepal Vaccine Progress Twitter Bot  /  Kohokoho

flutter Affirmations with Flutter

gaia Trove Summary  /  Underlying Architecture of Trove

game-theory [Paper Exploration] A Unified Approach to Interpreting Model Predictions

gradient descent [Paper Exploration] Deep Residual Learning for Image Recognition  /  [Paper Exploration] Adam: A Method for Stochastic Optimization

group theory The Faro Shuffle

group-project Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States

hadamard_product Topics on High-Dimensional Data Analytics (Machine Learning 2)

hedge-funds Machine Learning for Trading

hippa Ethics in Human Research

image segmentation [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)

image_analysis Topics on High-Dimensional Data Analytics (Machine Learning 2)

indicators Machine Learning for Trading

integral Deterministic Optimization

isye-6501 Analytics for Ride Hailing Services

java Snakes and Ladders  /  Compiler from Scratch  /  Area of the Mandelbrot Set  /  The Faro Shuffle

khatri_rao_product Topics on High-Dimensional Data Analytics (Machine Learning 2)

kirsch_operator Topics on High-Dimensional Data Analytics (Machine Learning 2)

kmeans Topics on High-Dimensional Data Analytics (Machine Learning 2)

knn Topics on High-Dimensional Data Analytics (Machine Learning 2)  /  Machine Learning for Trading

kronecker_product Topics on High-Dimensional Data Analytics (Machine Learning 2)

lasso Topics on High-Dimensional Data Analytics (Machine Learning 2)

learning Ethics in Human Research

linear-algebra Deterministic Optimization

linear-regression Machine Learning for Trading

literacy Nepal Data Literacy Program

machine learning [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)  /  [Paper Exploration] Deep Residual Learning for Image Recognition  /  [Paper Exploration] Adam: A Method for Stochastic Optimization  /  Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States

machinelearning Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

mandelbrot Fractal Plots  /  Area of the Mandelbrot Set

maps Inclusive Nepal

markov chains Snakes and Ladders

mca Detecting the edibility of Mushrooms in the wild

mentoring Adieu Cloudfactory

mentorship Solveathon Nepal 2019

meta ai [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)

ml [Paper Exploration] Statistical Modeling: The Two Cultures  /  [Paper Exploration] SMOTE: Synthetic Minority Over-sampling Technique  /  [Paper Exploration] An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale  /  [Paper Exploration] A Unified Approach to Interpreting Model Predictions  /  Diabetic Retinopathy and Glaucoma Detection (Cheers AI Demo)  /  Fraud Detection

ml4t Machine Learning for Trading

monte carlo Republic of Zorgania  /  Area of the Mandelbrot Set

nepal Tedx Talk: Nepal in the Loop  /  Diabetic Retinopathy and Glaucoma Detection (Cheers AI Demo)  /  Analytics for Ride Hailing Services

nlp [Paper Exploration] Train Once, Test Anywhere: Zero-Shot Learning for Text Classification

objective-function Deterministic Optimization

optimization [Paper Exploration] Adam: A Method for Stochastic Optimization  /  Topics on High-Dimensional Data Analytics (Machine Learning 2)  /  Deterministic Optimization  /  Analytics for Ride Hailing Services

organizer Solveathon Nepal 2019

panels British College AI Conference

paper [Paper Exploration] Statistical Modeling: The Two Cultures  /  [Paper Exploration] SMOTE: Synthetic Minority Over-sampling Technique  /  [Paper Exploration] An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

parametric Machine Learning for Trading

pareto Synthetic data based on pareto principle

pca Topics on High-Dimensional Data Analytics (Machine Learning 2)  /  Flight delay prediction and exploration in the United States  /  Detecting the edibility of Mushrooms in the wild

polynomial_regression Topics on High-Dimensional Data Analytics (Machine Learning 2)

predictor-model Human-Computer Interaction  /  Redesigning the Goodreads bookshelf interaction

probability Republic of Zorgania  /  Snakes and Ladders

processor-mode Human-Computer Interaction  /  Redesigning the Goodreads bookshelf interaction

product A brief history of Tootle  /  Learnings from Tootle  /  Edquake  /  Edcrayon

proxy Data in News Revisited  /  Data in News

python Diabetic Retinopathy and Glaucoma Detection (Cheers AI Demo)  /  Synthetic Data Generation: eHamroPasalmandu.com  /  Sentiment Analysis starter code  /  Nepal Vaccine Progress Twitter Bot  /  Kohokoho  /  Synthetic data based on pareto principle  /  Spirathon AI Conference 2019  /  Fraud Detection  / …

pythonprogramming Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

r Republic of Zorgania  /  Fractal Plots

random-forest Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States

rbfkernel Topics on High-Dimensional Data Analytics (Machine Learning 2)

regression Topics on High-Dimensional Data Analytics (Machine Learning 2)  /  Analytics for Ride Hailing Services

regularization Topics on High-Dimensional Data Analytics (Machine Learning 2)

research Ethics in Human Research

resnet [Paper Exploration] Deep Residual Learning for Image Recognition

ride hailing Analytics for Ride Hailing Services

ride sharing Analytics for Ride Hailing Services

ridge Topics on High-Dimensional Data Analytics (Machine Learning 2)

roc [Paper Exploration] SMOTE: Synthetic Minority Over-sampling Technique

rolling-statistics Machine Learning for Trading

sam [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)

sampling Sampling Methodology

segmentation Topics on High-Dimensional Data Analytics (Machine Learning 2)

sentiment Sentiment Analysis starter code

sentiment-analysis Feasibility study with sentiment analysis and voronoi

shap [Paper Exploration] A Unified Approach to Interpreting Model Predictions

simplex Deterministic Optimization

smote [Paper Exploration] SMOTE: Synthetic Minority Over-sampling Technique

sobel_operator Topics on High-Dimensional Data Analytics (Machine Learning 2)

socialimpact Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

sota [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)  /  [Paper Exploration] Deep Residual Learning for Image Recognition

splines Topics on High-Dimensional Data Analytics (Machine Learning 2)

sql Code for Nepal and DataCamp Donates: Data Fellowship 2023  /  Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth

stackoverflow Devs in Nepal

stanford Swahili Phonics App with Stanford University

statistics Sampling Methodology

synthetic Synthetic Data Generation: eHamroPasalmandu.com  /  Synthetic data based on pareto principle

t-sne Detecting the edibility of Mushrooms in the wild

tableau The Emojis of Kathmandu  /  Devs in Nepal  /  You vs Bezos - Weber Fencher law

teaching materials Nepal Data Literacy Program

team Adieu Cloudfactory

technical-analysis Machine Learning for Trading

tedx Tedx Talk: Nepal in the Loop

tensor_data_analysis Topics on High-Dimensional Data Analytics (Machine Learning 2)

tfidf Term Frequecy Inverse Document Frequency (TFIDF)

tootle Analytics for Ride Hailing Services

trading Machine Learning for Trading

transformation Topics on High-Dimensional Data Analytics (Machine Learning 2)

transformers [Paper Exploration] An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

tucker_decomposition Topics on High-Dimensional Data Analytics (Machine Learning 2)

twitter Sentiment Analysis starter code

user-experience Human-Computer Interaction  /  Redesigning the Goodreads bookshelf interaction

user-interaction Human-Computer Interaction  /  Redesigning the Goodreads bookshelf interaction

user-interface Human-Computer Interaction  /  Redesigning the Goodreads bookshelf interaction

viz The Emojis of Kathmandu  /  Inclusive Nepal

voronoi Feasibility study with sentiment analysis and voronoi

web app Kohokoho

xgboost Enhancing Decision-Making for Parents and Authorities, A Comprehensive Analysis and Mapping of School Performance in New York City  /  Flight delay prediction and exploration in the United States

zero-shot [Paper Exploration] In-Depth Analysis of the Segment Anything Model (SAM)  /  [Paper Exploration] Train Once, Test Anywhere: Zero-Shot Learning for Text Classification