Coulibaly Zie Mamadou's Projects
This repo outlines a method for differentiating between anomalies and expected outliers using the Microsoft Anomaly Detection API and Binary Classification to assist with Time Series Filtering.
Official Matplotlib cheat sheets
Programming
Cointegration Test in python
This is complete course of Seaborn.
Resources for undergraduate course in computational macroeconomics.
The Coronavirus Dashboard
Coronavirus (COVID-19) Visualization & Predication
An Exploratory Data Analysis to create awareness on the virus
Exploratory Data Analysis using open source datasets such as NYT
We are building an open database of COVID-19 cases with chest X-ray or CT images.
Predict the number of deaths due to covid19 in the following weeks
Credit Card Fraud We will be detecting credit card fraud based on the different features of our dataset with 3 different models. Here is the Logistic Regression one. We're looking to minimize the False Negative Rate or FNR. Since the dataset is unbalanced, we can try two techniques that may help us have better predictions: - Adding some noise (gaussian) to the fraud data to create more and reduce the imbalance - Randomly sample the fraud data and train k models and average them out (or choose the best)
It contains the predictive analysis of Credit Card Fraud Detection dataset from Kaggle.
:loop: Online machine learning in Python
Predict crop yield from FAO data
A Spatio-Temporal Deep Learning-Based Crop Classification Model for Satellite Imagery
A simple ema crossover algorithmic trading bot backtest using the Shrimpy Developer API, kraken exchange, python, pandas, numpy, and matplotlib.
Cryptocurrency Price Prediction Using LSTM neural network
Predict Cryptocurrency Price with Deep Learning
Analysis for Customer Segmentation
Coefficient of Variation (CV) and Coefficient of Quartile Variation (CQV) with Confidence Intervals (CI)
Archive des donnΓ©es Opendata alim'confiance
Free Data Engineering course!
Develop about 200 alpha factors from securities report etc, Grid Search/Random Search/Particle Swarm Optimization to improve factors performance
My notes pertaining to python programming, data analysis and visualization
Collection of useful data science topics along with code and articles