Doaa Ahmed's starred repositories
load_forecasting
Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
forecasting-energy-consumption-LSTM
Development of a machine learning application for IoT platform to predict electric energy consumption in smart building environment in real time.
flask-rest-setup
Notes on Flask REST API and tutorial
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Time-Series-ARIMA-XGBOOST-RNN
Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Data-Visualization-Course
ITI Egypt AI Program
freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
Time-Series-Forecasting-using-LSTM
Predicting future temperature using univariate and multivariate features using techniques like Moving window average and LSTM(single and multi step))
ml-engineering
Machine Learning Engineering Open Book
Timeseries
Timeseries for everyone
ml-time-series-analysis-on-sales-data
Time Series Decomposition techniques and random forest algorithm on sales data
Predictive-Maintenance-of-Aircraft-Engine
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
time-series-forecasting-with-python
A use-case focused tutorial for time series forecasting with python
Dash-by-Plotly
Interactive data analytics
Custom-DeepLearning-Model-Deployment-Using-Flask-And-Heroku
Basic Guide To Deploy Machine Learning or Deep Learning Model in Heroku using flask Web service frame work.
RFM-analysis
Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
Customer-Life-Time-Value-Prediction-Flask-Deployment--Heroku
The motive of the project is to predict the Customer LifeTime Value of a Four Wheeler Insurance Company and it is implemented by satisfying all MLR Assumptions. All the basic Exploratory Data Analysis and Data preprocessing, end to end Data Science life cycle has been implemented in this project.
Predict_CLTV_with_linear_regression
Utilize linear regression to predict Customer Lifetime Value and develop positive ROI strategies
Time-Series-Analysis-with-Python-Cookbook
Time Series Analysis with Python Cookbook, published by Packt
feature-engineering-for-time-series-forecasting
Code repository for the online course "Feature Engineering for Time Series Forecasting".
customer-lifetime-prediction-using-python
What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.
ml-aws-specialty-lab
Repo with resources to pass the AWS ML Specialty exam
12-Month-Forecast-With-LSTM
This is an example of LSTM used to forecast the next 12 months on the Air Passengers dataset.