Summary
Summary Machine Learning Fundamentals
- Course
- Institution
These notes is aimed at individuals who want to learn the fundamentals of data science and machine learning in a segmented and easy-to-understand approach.
[Show more]
Seller
Follow
rumitn13
Content preview
MACHINE LEARNING FUNDAMENTALSCourse Structure
The course is divided into four main parts:
Introduction
Data Science and Machine Learning
Preliminary Concepts
Machine Learning
In part one, we will learn the basics of data science and machine
learning. In part two, we will answer questions such as what data
science and machine learning are and when they can be applied.
Part three will focus on the preliminary concepts required to
understand data science and machine learning. In part four, we
will discuss the best practices in data science and machine
learning. By the end of the course, you will receive a gift that will
help you on your learning journey.
Data Science and Machine Learning
Data science is a multidisciplinary field combining different areas
such as computer science, mathematics, and statistics. It
requires domain expertise in each particular area. Data scientists
explore data, visualize it, and calculate important statistics from
it. They then develop a machine learning model to identify
patterns. Machine learning and deep learning are the subfields of
data science.
Data Science, Data Analytics, and Big Data
Big data refers to huge volumes of various types of data, which
are distinct from ordinary data based on their four v's: volume,
velocity, variety, and veracity. Data analytics is more about
extracting information from the data by calculating statistical
measures and visualizing the relationship between the different
variables. Data science is applied in many fields, such as
healthcare, finance, transport, social media, ecommerce, and
virtual assistant apps.
Applications of Data Science and Machine Learning
Machine learning and data science are currently being used in
many fields, including healthcare, finance, transport, social
media, ecommerce, and virtual assistant apps. In healthcare,
machine learning is used in disease diagnosis and drug
discovery. In transport, machine learning algorithms are used in
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 rumitn13. Stuvia facilitates payment to the seller.
Will I be stuck with a subscription?
No, you only buy these notes for $7.39. You're not tied to anything after your purchase.
Can Stuvia be trusted?
4.6 stars on Google & Trustpilot (+1000 reviews)
67096 documents were sold in the last 30 days
Founded in 2010, the go-to place to buy study notes for 14 years now