LaurentVeyssier

Chest-X-Ray-Medical-Diagnosis-with-Deep-Learning

Use Deep Learning model to diagnose 14 pathologies on Chest X-Ray and use GradCAM Model Interpretation Method

Credit-Card-fraud-detection-using-Machine-Learning

Detect Fraudulent Credit Card transactions using different Machine Learning models and compare performances

Finding-Lane-Lines-on-the-Road

Create a Lane Finding pipeline that finds lane lines on the road

Image-Captioning-Project-with-full-Encoder-Decoder-model

Generate caption on images using CNN Encoder- LSTM Decoder structure

Minimize-Energy-consumption-with-Deep-Learning-model

Use Deep Q-Learning model to optimize energy consumption of a data center

Object-localization-using-Global-Average-Pooling-GAP

ResNet-50 used for object localization on sample images with heatmap

Pricing-optimization-Model

Optimize revenues through pricing algorithm in python - Demand with uniform distribution

Route-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 lesions

Unsupervised-Text-Summarizer-using-Extractive-method

This module summarizes any text using extractive summarization, an unsupervised technique.

LaurentVeyssier/Skin-Cancer-Classifier-Dermatologist-AI

Deep Neural network using CNN pre-trained model to visually diagnose between 3 types of skin lesions

LaurentVeyssier/Dash_app_to_monitor_market_data

Dash app pulling various financial-related information based on an input ticker code

LaurentVeyssier/nd0821-c3-Deploying-a-Machine-Learning-Model-with-FastAPI

Deploying a Machine Learning Model on Heroku with FastAPI

LaurentVeyssier/Analysis_AirBnB_Boston

Blogpost project for Udacity's Data Scientist Nanodegree

LaurentVeyssier/Disaster_Response_Pipeline

Project # 2 from UDACITY's Data Scientist Nanodegree - Data Engineering Course final project

LaurentVeyssier/Dynamic_risk_assessment_system

Project #4 from Udacity's ML DevOps engineer Nanodegree

LaurentVeyssier/Emotion_classification_and_face_keypoints_prediction_with_ResNet

Use ResNet architecture built from scratch to predict emotion and estimate keypoints from face images

LaurentVeyssier/Azure-Functions

udacity project

LaurentVeyssier/build-ml-pipeline-for-short-term-rental-prices

Project #2 of Udacity's ML DevOps engineer Nanodegree

LaurentVeyssier/cd0017-introduction-to-data-science

This repo contains the notebooks and code for The Data Science Process lesson in Introduction to Data Science course

LaurentVeyssier/cd0349-adversarial-search

final project of UDACITY Adversarial Search module #4 - Artificial Intellignece Nanodegree

LaurentVeyssier/cd0583-diagnose-and-fix

Diagnose and fix problems in a production deployed code.

LaurentVeyssier/cd0583-model-scoring-and-drift-using-evidently

Monitoring machine learning models in production using Evidently.

LaurentVeyssier/Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

LaurentVeyssier/DataScientistND_Course2DataEngineering

Contains files related to content and project of DSND Term 2

LaurentVeyssier/HomeMatch

final project for UDACITY Building GenAI solutions 4 weeks course

LaurentVeyssier/https-github.com-udacity-cd0171--software-engineering-for-data-scientists

LaurentVeyssier/lancedb-vercel-chatbot

LaurentVeyssier/nd081-c4-azure-performance-project-starter

ACDND C4 project starter repo

LaurentVeyssier/nd0821-c2-build-model-workflow-starter

Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program

LaurentVeyssier/Plotly-Dashboards-with-Dash

This is the repo for the Udemy Course Python Dashboards with Plotly's Dash

LaurentVeyssier/python-cheatsheet

Comprehensive Python Cheatsheet

LaurentVeyssier/Recommendations_engines_IBM_Watson_studio

Udacity Data Scientist Nanodegree project # 3

LaurentVeyssier/Starbucks_case_study_Udacity_Data_Science

Case study from UDACITY Data Scientist Nanodegree

LaurentVeyssier/Top-classifiers-for-Employee-attrition-problem

Explore various classifier to predict which employee is likely to quit

LaurentVeyssier/udacity-nd009t-C2-Developing-ML-Workflow

LaurentVeyssier/Udacity-NeighborlyWebApp

udacity project Nanodegree

LaurentVeyssier/Udacity-Predict-Customer-Churn-with-Clean-Code

Udacity project#1 machine Learning DevOps Engineer Nano degree

LaurentVeyssier/Udacity-TechConf-App-Migration

LaurentVeyssier/Wine-Dash-app-with-live-tweet-streaming

full app using Dash and tweepy