MidTerm Project for the Data Analysis FT Bootcamp, Adam Tycner and Florent ZAHOUI

Last update: Feb 07, 2022

Overview

MidTermProject_IH_DA_02_22

MidTerm Project for the Data Analysis FT Bootcamp, Adam Tycner and Florent ZAHOUI Hallo

 + Adam TYCNER, Florent ZAHOUI
 + Modelling project :the objective is to predict the selling price of houses based on the available features in the dataset
 + Additional tasks: Business Intelligence : Explore the characteristics of the data and visualise interesting insights 
 + Source : https://github.com/raafat-hantoush/IH_RH_DA_FT_JAN_2022/tree/main/Class_Materials/MidTerm_Project/Data
 + Number of rows and columns : (21597, 21)
 + Number of features : 20
 + Number of targets : 1 (price)
 + High-level Planning of the project :
     - Day 1 - EDA
     - Day 2 - Plotting / Visualization
     - Day 3 - Modelling ( Transformation, encoding)
     - Day 4 - Modelling ( Split, Model Accuracy) / Presentation ( Slides / Notebook / Tableau preparation) / Mock presentation
     - Day 5 - Presentation in front of the class

Owner

Florent Zahoui

Previously working as an account manager. Looking forward to developing my data analytics skills.

GitHub Repository

Data cleaning tools for Business analysis

Datacleaning datacleaning tools for Business analysis This program is made for Vicky's work. You can use it, too. 数据清洗该数据清洗工具是为了商业分析这个程序是为了Vicky的工作而

3 Nov 16, 2021

Analyse the limit order book in seconds. Zoom to tick level or get yourself an overview of the trading day.

Analyse the limit order book in seconds. Zoom to tick level or get yourself an overview of the trading day. Correlate the market activity with the Apple Keynote presentations.

2 Jan 04, 2022

Using Python to derive insights on particular Pokemon, Types, Generations, and Stats

Pokémon Analysis Andreas Nikolaidis February 2022 Introduction Exploratory Analysis Correlations & Descriptive Statistics Principal Component Analysis

1 Feb 18, 2022

Building house price data pipelines with Apache Beam and Spark on GCP

This project contains the process from building a web crawler to extract the raw data of house price to create ETL pipelines using Google Could Platform services.

1 Nov 22, 2021

Statistical Analysis 📈 focused on statistical analysis and exploration used on various data sets for personal and professional projects.

Statistical Analysis 📈 This repository focuses on statistical analysis and the exploration used on various data sets for personal and professional pr

1 Sep 03, 2022

Creating a statistical model to predict 10 year treasury yields

Predicting 10-Year Treasury Yields Intitially, I wanted to see if the volatility in the stock market, represented by the VIX index (data source), had

10 Oct 27, 2021

Common bioinformatics database construction

biodb Common bioinformatics database construction 1.taxonomy （Substance classification database） Download the database wget -c https://ftp.ncbi.nlm.ni

2 Jan 04, 2022

Unsub is a collection analysis tool that assists libraries in analyzing their journal subscriptions.

About Unsub is a collection analysis tool that assists libraries in analyzing their journal subscriptions. The tool provides rich data and a summary g

9 Nov 16, 2022

BinTuner is a cost-efficient auto-tuning framework, which can deliver a near-optimal binary code that reveals much more differences than -Ox settings.

BinTuner is a cost-efficient auto-tuning framework, which can deliver a near-optimal binary code that reveals much more differences than -Ox settings. it also can assist the binary code analysis rese

42 Dec 16, 2022

Spectacular AI SDK fuses data from cameras and IMU sensors and outputs an accurate 6-degree-of-freedom pose of a device.

Spectacular AI SDK examples Spectacular AI SDK fuses data from cameras and IMU sensors (accelerometer and gyroscope) and outputs an accurate 6-degree-

94 Jan 04, 2023

A highly efficient and modular implementation of Gaussian Processes in PyTorch

GPyTorch GPyTorch is a Gaussian process library implemented using PyTorch. GPyTorch is designed for creating scalable, flexible, and modular Gaussian

3k Jan 02, 2023

Python reader for Linked Data in HDF5 files

Linked Data are becoming more popular for user-created metadata in HDF5 files.

8 May 17, 2022

Shot notebooks resuming the main functions of GeoPandas

Shot notebooks resuming the main functions of GeoPandas, 2 notebooks written as Exercises to apply these functions.

1 Jan 12, 2022

TextDescriptives - A Python library for calculating a large variety of statistics from text

A Python library for calculating a large variety of statistics from text(s) using spaCy v.3 pipeline components and extensions. TextDescriptives can be used to calculate several descriptive statistic

150 Dec 30, 2022

This is an example of how to automate Ridit Analysis for a dataset with large amount of questions and many item attributes

1 Nov 17, 2021