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Credit-Card-fraud-detection-using-Machine-Learning
Detect Fraudulent Credit Card transactions using different Machine Learning models and compare performancesChest-X-Ray-Medical-Diagnosis-with-Deep-Learning
Use Deep Learning model to diagnose 14 pathologies on Chest X-Ray and use GradCAM Model Interpretation MethodPricing-optimization-Model
Optimize revenues through pricing algorithm in python - Demand with uniform distributionMinimize-Energy-consumption-with-Deep-Learning-model
Use Deep Q-Learning model to optimize energy consumption of a data centerRoute-planner-algorithm
Find the shortest route using A* algorithm and graphs (Route Planner application)Skin-Cancer-Classifier-Dermatologist-AI
Deep Neural network using CNN pre-trained model to visually diagnose between 3 types of skin lesionsDetect-and-localize-manufacturing-defects-from-images
Use ResNet50 deep learning model to predict defects in steel and visually localize the defect using Res-UNET model classUnsupervised-text-classification-with-BERT-embeddings
Use embeddings to classify text based on categories defined with keywordsMachine-translation-English-French-with-Deep-neural-Network
Build a deep neural network with keras that functions as part of an end-to-end machine translation pipelineAbstractive-Text-Summarization-model-in-Keras
Abstractive Text Summarization using Transformer modelBird_Classifier_Tensorflow_Colab_Notebook
Bird Classifier developped in tensorflow using pre-trained model from Tensorflow Hub and running on Google ColabDash_app_to_monitor_market_data
Dash app pulling various financial-related information based on an input ticker codeImage-Captioning-Project-with-full-Encoder-Decoder-model
Generate caption on images using CNN Encoder- LSTM Decoder structureVarious-unsupervised-NLP-techniques-with-DistilBERT-sentence-embeddings
Usage of BERT models for text clustering techniques using sentence embeddingsTopic-Modeling-and-Document-Categorization-using-Latent-Dirichlet-Allocation
Categorize documents per topics inferred by LDA algorithmModel-to-predict-Energy-consumption-City-of-Seattle
Use Seattle's public energy data and build a model predicting energy consumptionFinding-Lane-Lines-on-the-Road
Create a Lane Finding pipeline that finds lane lines on the roadOptimizing-Warehouse-Flows-with-Q-Learning
calculate the optimum route in a warehouse using the Q-Learning algorithm (Bellman equation)Abstractive-Summarization-using-colab-and-T5-model
Text summarization using Google T5 (Text to Text Transfer Transformer) engineAutomatic-Speech-Recognizer
Build end-to-end Deep Neural Network to translate speech to text (ASR model)Landmark-detection-and-robot-tracking
Apply Simultaneous Localization And Mapping (SLAM) to derive landmark positions and robot localization from measures made by the robotMaximize-Revenues-with-Thompson-Sampling
Maximize revenues of Online Retail Business with Thompson Sampling algorithmObject-localization-using-Global-Average-Pooling-GAP
ResNet-50 used for object localization on sample images with heatmapPart-Of-Speech-tagging-NLP-task
Part-Of-Speech-tagging using Hidden Markov model to identify the category of words ('noun', 'verb', ...) in plain text.Starbucks_case_study_Udacity_Data_Science
Case study from UDACITY Data Scientist NanodegreeDynamic_risk_assessment_system
Project #4 from Udacity's ML DevOps engineer NanodegreeManipulate-COCO-dataset
Explore COCO dataset and manipulate elements in the context of semantic segmentationTRAX_transformer_abstractive_summarization_model
Use Trax and Transformer architecture for generative summarizer deep learning modelText-Classification-with-3-key-NLP-techniques
Use Key NLP techniques to classify news articles into categories: Bag_of_Words (tf-Idf), word embeddings and BERT language modelAnalysis_AirBnB_Boston
Blogpost project for Udacity's Data Scientist NanodegreeSemantic-Segmentation-with-Fully-Convolution-Network
Use deep learning model to produce a pixel-by-pixel classification of images and identify road for autonomous driving vehiclesFace-Generation-using-DCGAN
Define and train a Deep Convolutional GAN to generate facesUnsupervised-Text-Summarizer-using-Extractive-method
This module summarizes any text using extractive summarization, an unsupervised technique.time-serie-Sales-forecasting-with-Prophet
Use Facebook Prophet model to forecast Sales including seasonality patternsCracking_code_using_RNN_at-character_level
Decipher encrypted strings with various simple recurrent neural networksSentiment-Analysis-webApp-with-SageMaker
Sentiment analysis web app with SageMakerSiamese-Network-for-predicting-duplicate-questions
Use Trax Siamese deep Neural LSTM Network to predict pair of similar question (duplicates)Automatic-image-Captioning
Captioning generated by a CNN encoder (ResNet 101) and a decoder using LTSM with attentionCarND-Traffic-Sign-Classifier
Building a neural network to classify 43 different types of German traffic signTRAX_Translation_model
Use Encoder Decoder architecture with LSTM for English->German translation networkMinimizing-Churn-of-subscription-product-through-usage-analysis
Build a model predicting which customers are likely to cancel subscription by analysis of their usage and habbitsDetecting-COVID-19-with-chest-X-Ray-using-PyTorch
Deep learning model to classify XRay Scan images between 3 classes and detect COVID19BERT_training_for_sentiment_analysis
Use pretrained BERT model for sentiment analysisSimple-CNN-classifier-for-FashionMNIST-in-Pytorch
simple CNN achieving 90% accuracy on FashionMNIST datasetEmotion_classification_and_face_keypoints_prediction_with_ResNet
Use ResNet architecture built from scratch to predict emotion and estimate keypoints from face imagesDisaster_Response_Pipeline
Project # 2 from UDACITY's Data Scientist Nanodegree - Data Engineering Course final projectUdacity-Predict-Customer-Churn-with-Clean-Code
Udacity project#1 machine Learning DevOps Engineer Nano degreeLove Open Source and this site? Check out how you can help us