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manishbisht / Udacity

Star 144

➿ 💡 My Udacity projects that I have made to improve my skills and complete my nanodegree. Please don't use it to copy the projects. Submit the PR if you want something to be added to this repository.

react aws udacity cloud frontend skills blockchain udacity-course full-stack nanodegree udacity-nanodegree udacity-android-nanodegree udacity-deep-learning udacity-self-driving-car udacity-frontend-nanodegree udacity-data-analyst-nanodegree udacity-machine-learning-nanodegree udacity-react-nanodegree
  • Updated Mar 3, 2023
  • JavaScript

TRoboto / Udacity

Star 67

This repo includes all the projects I have finished in the Udacity Nanodegree programs

udacity projects udacity-course healthcare sudoku-solver image-captioning udacity-nanodegree udacity-deep-learning part-of-speech-tagger healthcare-application facial-keypoints-cnn udacity-machine-learning-nanodegree slam-algorithms udacity-artificial-intelligence udacity-computer-vision-nanodegree yolov4 udacity-intel-ai-iot-developers udacity-natural-language-processing udacity-ai-for-healthcare udacity-cplusplus-nanodegree
  • Updated Jan 7, 2023
  • Jupyter Notebook
Home-Credit-Default-Risk-Recognition

abhishekdbihani / Home-Credit-Default-Risk-Recognition

Star 18

The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.

scikit-learn feature-selection xgboost hyperparameter-optimization lightgbm hyperopt feature-engineering bayesian-optimization hyperparameter-tuning binary-classification imbalanced-data automl loan-default-prediction udacity-machine-learning-nanodegree f1-score automated-feature-engineering featuretools auc-roc-curve auc-roc-score k-fold-cross-validation
  • Updated Jul 1, 2020
  • Jupyter Notebook
udacity

anefischer / udacity

Star 17

Projects I implemented to finish Udacity Nanodegree Programs from Data Engineering to Machine Learning Engineering.

data-science machine-learning udacity deep-learning deep-reinforcement-learning artificial-intelligence nanodegree data-analyst udacity-nanodegree udacity-deep-learning udacity-data-analyst-nanodegree udacity-machine-learning-nanodegree udacity-artificial-intelligence udacity-machine-learning udacity-ai-nanodegree udacity-deep-reinforcement-learning udacity-data-scientist udacity-data-scientist-nanodegree udacity-deep-learning-nanodegree
  • Updated Jun 5, 2023
  • HTML

robertyoung2 / Finding-Donors-for-CharityML

Star 11

Investigated factors affecting likelihood of donations being made using real census data. Developed naive classifier to compare testing results. Trained & tested several supervised machine learning models on preprocessed census data to predict donation likelihood. Selected best model based on accuracy, modified F-score metric, & algo efficiency.

machine-learning udacity supervised-learning nanodegree udacity-machine-learning-nanodegree finding-donors
  • Updated Jan 8, 2018
  • HTML

silviomori / udacity-machine-learning-capstone-starbucks

Star 10

Machine Learning Engineer - Capstone Project - Development of a recommendation system to send offers via direct marketing

python machine-learning udacity deep-neural-networks ai deep-learning pytorch recurrent-neural-networks artificial-intelligence neural-networks rnn recommendation-system artificial-neural-networks starbucks udacity-machine-learning-nanodegree capstone-project
  • Updated Feb 13, 2020
  • Jupyter Notebook

mmuppidi / DQN-Atari-Pong

Star 9

This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The …

reinforcement-learning deep-reinforcement-learning dqn udacity-machine-learning-nanodegree mlnd-capstone
  • Updated Feb 18, 2018
  • HTML

sid321axn / Udacity-MLND-Capstone-Gold-Price-Prediction

Star 9

Capstone Project Gold Price Prediction using Machine learning Approach for Udacity Machine Learning engineer Nanodegree Program

python machine-learning random-forest numpy pandas stock-price-prediction ensemble-learning ridge-regression gold udacity-nanodegree ensemble-model udacity-machine-learning-nanodegree lasso-regression support-vector-regression gridsearchcv sklearn-estimator matplotlib-pyplot
  • Updated Feb 6, 2019
  • Jupyter Notebook

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