|University of London (UOL)
|Statistics and Statistical Data Mining Course Work
Statistics and Statistical Data Mining Course Work, UOL, Singapore: You will implement several data pre-processing and engineering steps that are common in data science
Task Name: Data Engineering and Pre-processing
Data pre-processing and engineering is a very important step in statistical
data mining. This step might look straightforward, but it can easily be a
nightmare. This could be due to any number of difficulties, including: 1) the
nature of the problem, 2) the number of variables and their types (i.e.
numerical, categorical etc), and 3) Selecting the correct transformation if a
transformation is required.
In this task, you will implement several data pre-processing and engineering
steps that are common in data science and machine learning. These steps
involve several key topics in statistics.
You are expected to learn some simple techniques that are required to finish
this task (this is if you do not already know them). There will be a video
explaining the task further in order to assist you.
Data description, the dataset you will use for this task contains data about
house sale prices. The file ‘data_description.txt’ contains a detailed description of all the variables, what they represent, their values and so on.
The target variable is ‘SalePrice’, which is the house’s sale price in US
Hire a Professional Essay & Assignment Writer for completing your Academic Assessments
Elevate your academic journey in Statistics and Statistical Data Mining Course Work at the esteemed University of London (UOL), Singapore, with our array of services catered specifically to your needs. Singaporean students can now access expert assistance for TMA, navigate through intricate individual assignments, and tap into the pinnacle of academic support through the best assignment help available. Our specialized team offers unparalleled guidance, including dedicated Dissertation Writing Services, ensuring a comprehensive understanding of data pre-processing and engineering crucial in data science. Seamlessly implement these essential steps with the aid of our experienced professionals. Let us be your partner in success throughout your UOL academic journey.
- MTD111 Isometic drawing Assignment, SUSS, Singapore: Develop a complete Isometric Projection Drawing using as much space on a blank A4 Isometric
- MTD111 Isometic drawing Assignment, SUSS, Singapore: A portable cooking stove – PCS, that may be packed in its own case and has the ability to be in either gas-fuel
- NCO111 Work And Learning In A Changing World Essay, SUSS, Singapore: Conduct A Critical Evaluation Of Your Learning Goals That Engage With The Arguments Expressed
- COMP4104 Cyber Security Assignment, LSBF, Singapore: “TradeX Finance Inc.” Is A Newly Incorporated Finance Organization, With Incorporations Obtained
- ECE316 Practitioner Enquiry And Learning Assignment, SUSS, Singapore: Formulate TWO (2) Related Research Questions Based On The Given Topic, Which Could Be Narrowed Further
- BUSM1137 Human Resource Development Essay, RMIT, Singapore: In this assessment task, you are required to write a short essay of no more than 1500 words to critically discuss
- ANL355 Applied Operations Research Tutor-Marked Assignment, SUSS, Singapore: Steve Young, A Senior Sales Development Representative At A Local Wellness Gift Shop
- CTI304 English-Chinese Translation Of Literary Works Assignment, SUSS, Singapore: Complaints Of Poverty Of Poets Are As Old As Their Art, But I Never Heard That They Wrote The Worse
- Organizational behaviour Report SUSS, Singapore: The project should focus at the possible improvement in the learning process of your life experiences
- E-Business Assignment, Singapore: an analysis of the impact of the Covid-19 pandemic on the adoption and utilisation of digital technologies
UP TO 15 % DISCOUNT
Get Your Assignment Completed At Lower Prices