As part of the data science life cycle series in R, this workshop will introduce you to creating a dynamic website to display your analytical results and data sets. The R shiny package allows you to create nice-looking interactive dashboards.
At the end of this workshop, you will be able to
聽聽- understand the logic of building shiny apps
聽聽 - build a basic dashboard
聽聽 - create input fields and manipulate the output of the dashboard
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
Overview:
In this workshop, we will delve into the art of conducting Exploratory Data Analysis (EDA) on a given dataset. EDA encompasses a broad spectrum of critical data analysis components, which include, but are not restricted to, the following:
Machine Learning in Python - Neural networks, data leakage, the train/test split
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
The internet is full of data that you can use for your analysis. As part of our data life cycle series, we will introduce you to efficiently retrieve data from the internet. We will look into downloading files, using APIs, web-scraping, and downloading feeds.
At the end of this workshop, you will be able to
聽聽 - use an API
聽聽 - understand ethical web-scraping (i.e. how to download data from a website)
聽聽 - understand how to work with RSS feeds
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
翱惫别谤惫颈别飞:听Data is stored less and less in files as the amount of data grows more and more these days. Databases, however, can handle large and complex data sets well 鈥� either on your computer or in the cloud. Databases include powerful tools to store, search and analyze data sets. In this workshop you will learn how to use one of the most used databases: PostGreSQL.
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
Machine Learning in Python -聽Neural networks part 2 & AI Ethics
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.
This training session will examine ethical dilemmas raised by the use of data in formulating, implementing, and evaluating decisions and policies. It particularly focuses on balancing the risks and benefits of using data for policy and addressing the unintended consequences of data-driven policymaking.
As part of CDSI, the聽Data Science Solutions Hub (DaS2H)聽offers Coding Ateliers to the entire 缅北强奸 community, where you can drop-in during atelier hours with your laptop, work on your research project and, whenever you have a question, we would be happy to assist you on the spot. If your question turns out to be a bigger issue that we cannot solve instantly, we will advise you how to best proceed.