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

Hydrogen (or other pure gas phase species) depressurization calculations

HydDown Hydrogen (or other pure gas phase species) depressurization calculations This code is published under an MIT license. Install as simple as: pi

13 Nov 26, 2022

A Big Data ETL project in PySpark on the historical NYC Taxi Rides data

Processing NYC Taxi Data using PySpark ETL pipeline Description This is an project to extract, transform, and load large amount of data from NYC Taxi

2 Dec 12, 2021

A multi-platform GUI for bit-based analysis, processing, and visualization

529 Dec 19, 2022

Datashredder is a simple data corruption engine written in python. You can corrupt anything text, images and video.

Datashredder is a simple data corruption engine written in python. You can corrupt anything text, images and video. You can chose the cha

2 Jul 22, 2022

Python Practicum - prepare for your Data Science interview or get a refresher.

Python-Practicum Python Practicum - prepare for your Data Science interview or get a refresher. Data Data visualization using data on births from the

1 Jul 27, 2021

Desafio proposto pela IGTI em seu bootcamp de Cloud Data Engineer

Desafio Modulo 4 - Cloud Data Engineer Bootcamp - IGTI Objetivos Criar infraestrutura como código Utuilizando um cluster Kubernetes na Azure Ingestão

4 Jan 23, 2022

A Python package for modular causal inference analysis and model evaluations

Causal Inference 360 A Python package for inferring causal effects from observational data. Description Causal inference analysis enables estimating t

506 Dec 19, 2022

Modular analysis tools for neurophysiology data

Neuroanalysis Modular and interactive tools for analysis of neurophysiology data, with emphasis on patch-clamp electrophysiology. Functions for runnin

5 Dec 22, 2021

Titanic data analysis for python

Titanic-data-analysis This Repo is an analysis on Titanic_mod.csv This csv file contains some assumed data of the Titanic ship after sinking This full

1 Dec 26, 2021

Python scripts aim to use a Random Forest machine learning algorithm to predict the water affinity of Metal-Organic Frameworks

The following Python scripts aim to use a Random Forest machine learning algorithm to predict the water affinity of Metal-Organic Frameworks (MOFs). The training set is extracted from the Cambridge S

1 Jan 09, 2022

This creates a ohlc timeseries from downloaded CSV files from NSE India website and makes a SQLite database for your research.

NSE-timeseries-form-CSV-file-creator-and-SQL-appender- This creates a ohlc timeseries from downloaded CSV files from National Stock Exchange India (NS

1 Oct 02, 2022

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

Related tags

Overview

MidTermProject_IH_DA_02_22

Owner

Florent Zahoui

Hydrogen (or other pure gas phase species) depressurization calculations

A Big Data ETL project in PySpark on the historical NYC Taxi Rides data

A multi-platform GUI for bit-based analysis, processing, and visualization

Datashredder is a simple data corruption engine written in python. You can corrupt anything text, images and video.

Python Practicum - prepare for your Data Science interview or get a refresher.

Desafio proposto pela IGTI em seu bootcamp de Cloud Data Engineer

A Python package for modular causal inference analysis and model evaluations

Modular analysis tools for neurophysiology data

Titanic data analysis for python

Python scripts aim to use a Random Forest machine learning algorithm to predict the water affinity of Metal-Organic Frameworks

A real data analysis and modeling project - restaurant inspections

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

Demonstrate a Dataflow pipeline that saves data from an API into BigQuery table

A program that uses an API and a AI model to get info of sotcks

This python script allows you to manipulate the audience data from Sl.ido surveys

A fast, flexible, and performant feature selection package for python.

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Yet Another Workflow Parser for SecurityHub

Python package to transfer data in a fast, reliable, and packetized form.

This creates a ohlc timeseries from downloaded CSV files from NSE India website and makes a SQLite database for your research.