chouhbik
Masters student (Major in Data Analytics) with strong technical, business, and interpersonal skills. https://medium.com/@chouhbik
Mohammed Vi Polytechnic UniversityMorocco
Pinned Repositories
Airbnb-Analysis
Airbnb is one of the biggest online accomodation renting platform. I tried to analyse the given data at first hand, and develop a predictive model that can predict the price of a listing using different inputs.
Corona-Virus-Dashboard---Morocco
Daily update of the COVID-19 database in Morocco and visualization : https://covid19maroc.imfast.io/morocco.html#general
Data-Analysis-League-of-Legends-Study
During 2 months, I managed to work on a short data project on League of Legends since I am a big fan of the game and its use of data.
ENS-Challenge-Data-Plume-Labs
In order to provide air quality forecasts, Plume Labs has built a unique database with readings collected by monitoring.
Kaggle-House-Prices
Predict sales prices and practice feature engineering, RFs, and gradient boosting
ML-with-python-Linear-Regression
I tried to give you a quick overview of Linear Regression, which is one of a type of Regression algorithms, and to show you how it can be implemented in Python.
ML-with-python-Logistic-Regression
I tried to show you how Logistic Regression can be implemented in Python.
Pandas-Numpy-Basics
Intro to Pandas and Numpy: Basic Exercises
Python-for-Data-Science
Basics of Python programming and all the required python libraries for Data Analysis and Data Visualization
Sentiment-Analysis-of-Tweets
Sentiment Analysis of Tweets to Gain Insights into the US Presidential Election
chouhbik's Repositories
chouhbik/Data-Analysis-League-of-Legends-Study
During 2 months, I managed to work on a short data project on League of Legends since I am a big fan of the game and its use of data.
chouhbik/Kaggle-House-Prices
Predict sales prices and practice feature engineering, RFs, and gradient boosting
chouhbik/Python-for-Data-Science
Basics of Python programming and all the required python libraries for Data Analysis and Data Visualization
chouhbik/ML-with-python-Linear-Regression
I tried to give you a quick overview of Linear Regression, which is one of a type of Regression algorithms, and to show you how it can be implemented in Python.
chouhbik/Pandas-Numpy-Basics
Intro to Pandas and Numpy: Basic Exercises
chouhbik/ENS-Challenge-Data-Plume-Labs
In order to provide air quality forecasts, Plume Labs has built a unique database with readings collected by monitoring.
chouhbik/ML-with-python-Logistic-Regression
I tried to show you how Logistic Regression can be implemented in Python.
chouhbik/Sentiment-Analysis-of-Tweets
Sentiment Analysis of Tweets to Gain Insights into the US Presidential Election
chouhbik/Airbnb-Analysis
Airbnb is one of the biggest online accomodation renting platform. I tried to analyse the given data at first hand, and develop a predictive model that can predict the price of a listing using different inputs.
chouhbik/Corona-Virus-Dashboard---Morocco
Daily update of the COVID-19 database in Morocco and visualization : https://covid19maroc.imfast.io/morocco.html#general
chouhbik/Data-Analytics-with-R-Introduction
This Repository discusses the modeling tools and the methods of data mining, I included some real life problems in order to apply those methods.. I used this time R which requires the user to write out simple instructions.
chouhbik/Data-Analytics-with-R-Regression-Models-Tests
You can find here details on regression models and their inferences, and on useful strategies for model construction and model checking.
chouhbik/Deep-Learning
Preprocessing with Convolutional Neural Network, Recurrent Neural Network, Generative Adversarial Network.
chouhbik/FeaturesScaling
Some of the important Feature Scaling techniques with sklearn
chouhbik/Introduction-to-NLTK-for-NLP
Tutorial for beginners to learn Natural Language Toolkit (NLTK)
chouhbik/Kaggle-Dogs-vs-cats
Developing a Deep Convolutional Neural Network Step-by-Step to Classify Photographs of Dogs and Cats
chouhbik/Kaggle-Santander-Customer-Transaction-Prediction
In this competition, Santander invites Kagglers to help it identify which customers will make a specific transaction in the future, irrespective of the amount of money transacted. Good initiation to the Banking Analytics :)
chouhbik/R-League-of-Legends-Match-Outcome-Prediction
How to use gradient boosted trees with logistic regression to predict the match outcomes of the popular online multiplayer game, League of Legends. Features are extracted from the data that Riot Games API.
chouhbik/RNN---Text-Generation
This tutorial demonstrates how to generate text using a character-based RNN. We will try to make a Shakespearean chatbot.