All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.
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Aug 17, 2018 - Jupyter Notebook
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udacity-machine-learning-nanodegree
Here are 253 public repositories matching this topic...
➿ 💡 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
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Mar 3, 2023 - JavaScript
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
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Jan 7, 2023 - Jupyter Notebook
Recognizing human activities using Deep Learning
deep-neural-networks human-activity-recognition udacity-machine-learning-nanodegree 3d-convolutional-network video-recognition
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Dec 9, 2020 - Jupyter Notebook
An AWS Sagemaker Model developed for Nudity / NSFW Images Classification. This Model was developed during my Machine Learning Engineer Nanodegree.
udacity porn-filter udacity-nanodegree nsfw udacity-machine-learning-nanodegree nudity-detection recordio sagemaker im2rec nsfw-recognition nsfw-data amazon-image-classifier aws-image-classification mxnet-imageclassification
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May 6, 2024 - Jupyter Notebook
A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)
computer-vision supervised-learning densenet chest-xray-images transfer-learning udacity-machine-learning-nanodegree
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Apr 9, 2018 - Jupyter Notebook
Android camera app for automatic recognition of German license plates using TensorFlow / TensorFlow Lite 2.4.1
machine-learning udacity computer-vision deep-learning android-app udacity-machine-learning-nanodegree plate-detection capstone-project detection-api tflite number-plate-recognition tensorflow2
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Jan 7, 2023 - Python
Adaptive foreground-background segmentation using Gaussian Mixture Models (GMMs)
segmentation background-subtraction udacity-machine-learning-nanodegree mlnd foreground-segmentation mlnd-capstone foreground-background
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Sep 6, 2018 - Jupyter Notebook
Handwritten Telugu Character Recognition using Convolutional Neural Networks
machine-learning convolutional-neural-networks udacity-machine-learning-nanodegree handwritten-character-recognition
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Aug 27, 2018 - Jupyter Notebook
Udacity Machine Learning Nano degree Program Project Predicting Passenger Survival
machine-learning analysis ipython-notebook statistical-analysis regression-models hacktoberfest titanic-survival udacity-machine-learning-nanodegree
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Dec 29, 2017 - Jupyter Notebook
ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection
udacity tensorflow keras convolutional-neural-networks transfer-learning dermatology ensemble-model udacity-machine-learning-nanodegree fine-tuning capstone-project melanoma skin-cancer skin-lesion-classification out-of-distribution-detection isic-2019
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Nov 24, 2020 - HTML
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
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Jun 5, 2023 - HTML
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
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Jul 1, 2020 - Jupyter Notebook
Investigating Dataset contains information about 10,000+ movies collected from The Movie Database (TMDb)
python data-mining udacity numpy movie-database pandas data-visualization seaborn data-analysis matplotlib numpy-tutorial udacity-data-analyst-nanodegree udacity-machine-learning-nanodegree pandas-tutorial investigation matplotlib-tutorial investigate-tmdb-movies
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Aug 31, 2022 - HTML
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
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Jan 8, 2018 - HTML
python machine-learning tmdb-movie-search data-analysis nanodegree udacity-nanodegree udacity-machine-learning-nanodegree
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Apr 1, 2018 - Jupyter Notebook
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
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Feb 13, 2020 - Jupyter Notebook
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
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Feb 18, 2018 - HTML
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
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Feb 6, 2019 - Jupyter Notebook
Project work from the Udacity machine learning nanodegree encompassing general techniques for supervised,unsupervised and reinforcement learning
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Mar 15, 2017 - Jupyter Notebook
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