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analyzing-us-economic-data

Analyzing US Economic Data and Building a Dashboard Description Extracting essential data from a dataset and displaying it is a necessary part of data science; therefore individuals can make correct decisions based on the data. In this assignment, you will extract some essential economic indicators from some data, you will then display these economic indicators in a Dashboard. You can then share the dashboard via an URL.

capstone-applied-data-science

This repository is part of the final capstone project for the IBM Data Science Professional Certificate

data-analysis-with-python

data_visualisation_with_python

first-repository-with-ssh-access

foursquare

house_sales

This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015.

machine-learning-classifications

machine-learning-clustering

machine-learning-recommendation-engines

machine-learning-regressions

machine-learning-with-python-the-best-classifier

Built a classifier to predict whether a loan case will be paid off or not. Used classification algorithms (k-Nearest Neighbour, Decision Tree, Support Vector Machine, Logistic Regression). Each result is reported with the accuracy of each classifier (Jaccard index, F1-score, LogLoass)

python-for-data-science-and-ai

In this lab I will work on types in python by converting/casting data types: strings, floats, integers. Interpret variables and solve expressions by applying mathematical operations. Describe how to manipulate strings by using a variety of methods and operations.

segmenting-and-clustering

sql-python

Working with a real world data-set using SQL and Python