Summary
Summary - Business Administration - Information Management (FiN301)
- Course
- Institution
Summary of 3 pages for the course BWL - Informationswirtschaft at JWGU (My notes)
[Show more]
Seller
Follow
ethanhunter
Content preview
Lecture 9 – Emerging TechnologiesMachines Learning
= Machines will not take over the world, however, ML can improve multiple parts of everyday life
= Using learning algorithms on (big) data to
- Make accurate predictions and detect previously unknown patterns
- Difference to deep learning and AI: Not every system is categorized as an intelligent system uses machine learning
maps an input to an raw data: based on wait for feedback, if
output based on the raw data we want feedback positive
example input-output to learn something algorithm recognizes
pairs about the raw data action as good idea
1. Supervised Learning
Supervised Learning: Regression
Goal: Make quantitative (real valued) predictions on the basis of a (vector of) features or attributes. Reveals causal relationships
between the independent variables (input) and dependent variables (output)
Example with FC Bayern: Features (scored 86% and received goals 78%) have a strong effect on the current position in the table
Supervised Learning: Classification
Goal: Use training data to build a classification model that predicts the
correct category (label) for previously unknown data with high accuracy.
Supervised Learning: Decision Trees
The benefits of buying summaries with Stuvia:
Guaranteed quality through customer reviews
Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.
Quick and easy check-out
You can quickly pay through credit card or Stuvia-credit for the summaries. There is no membership needed.
Focus on what matters
Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!
Frequently asked questions
What do I get when I buy this document?
You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.
Satisfaction guarantee: how does it work?
Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.
Who am I buying these notes from?
Stuvia is a marketplace, so you are not buying this document from us, but from seller ethanhunter. Stuvia facilitates payment to the seller.
Will I be stuck with a subscription?
No, you only buy these notes for $9.21. You're not tied to anything after your purchase.
Can Stuvia be trusted?
4.6 stars on Google & Trustpilot (+1000 reviews)
75632 documents were sold in the last 30 days
Founded in 2010, the go-to place to buy study notes for 14 years now