Sofiane Ouaari's Articles


articles/sentiment-analysis.png
Sentiment Analysis using VADER in Python

Learn how you can easily perform sentiment analysis on text in Python using vaderSentiment library.

articles/plotly-example-plots_1.png
How to Create Plots with Plotly In Python

Learn how to use the visualization tool Plotly to implement and create dynamic plots and figures (such as scatters, histograms, and candlesticks) in Python.

articles/malaria-cell-classification-using-tensorflow-in-python.jpg
How to Perform Malaria Classification using TensorFlow 2 and Keras in Python

Learn how to build a deep learning malaria detection model to classify cell images to either infected or not infected with Malaria Tensorflow 2 and Keras API in Python.

articles/116879075_2581157881987080_2223475793497975882_n.jpg
Algorithmic Trading with FXCM Broker in Python

Learn how to use the fxcmpy API in Python to perform trading operations with a demo FXCM (broker) account and learn how to do risk management using Take Profit and Stop Loss

articles/introduction-to-finance-and-technical-indicators-with-python.jpg
Introduction to Finance and Technical Indicators with Python

Learn how to handle stock prices in Python, understand the candles prices format (OHLC), plotting them using candlestick charts as well as learning to use many technical indicators using stockstats library in Python.