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analyticsedge

bike_sharing_demand_prediction

churn-prediction

machine learning project from EDA and feature engineering to model building and feature selection to making business recommendations

cifar10-image-retrieval

Building an end-to-end image retrieval system

customer-friend-analysis

For each number of friends, find occurrence and plot histogram

customer-retention-analysis

data-science-for-marketing-analytics

Achieve your marketing goals with the data analytics power of Python

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

innerjoin-datacleaning

iris-machinelearning

Machine Learning using Scikit-learn on Iris Dataset

kg-construction

automatic knowledge graph construction from unstructured educational text

mlops-zoomcamp

movie-recommender-app

ner-chinese-news

Building a model and API to extract entities from Online Chinese news articles

nuswhispers-project

end-to-end project from webscraping to text data analysis to deployment as web application

pandas-indexing

Selecting and Indexing data using Pandas' loc and iloc functions

pandas-visualization

Visualizing data using Pandas plotting for EDA

project

GA DSI Project

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

sumrows-datacleaning

Reading multiple sheets, sum up each row in each sheet, return dataframe containing sums

tedtalks-analysis

Analysis on the Ted Talks dataset

testing-and-monitoring-ml-deployments

Example project for the course "Testing & Monitoring Machine Learning Model Deployments"

timeseries-functions

Practice on fundamental Time Series functions

timeseries-futuresales

Time Series Analysis on Future Sales dataset

titanic-classification-pipeline

traffic-station-classification

In-depth analysis on Traffic volume patterns to inform Traffic Management policy

train_word2vec_fasttext_models

tweets-sentiment-analysis

webscraping

wine-analysis

EDA and Modeling using Pandas and Scikit-learn on Wine Dataset