Notice: This page requires JavaScript to function properly.
Please enable JavaScript in your browser settings or update your browser.
Data Anomaly Detection | Codefinity

Unsure where
to begin?

Course
Certificate
Data Anomaly Detection
Advanced
Anomaly detection is integral to any data scientist's work: high-quality, cleaned, and well-prepared data is the key to success for almost any machine learning problem.
15 chapters
3 hours
PythonChatGPTSQLNumPyRPandasHTMLReactCJavaJavaScriptReduxC++PythonChatGPTSQLNumPyRPandasHTMLReactCJavaJavaScriptReduxC++
PythonChatGPTSQLNumPyRPandasHTMLReactCJavaJavaScriptReduxC++
Over 1.5 million
people have chosen

Codefinity to upgrade
tech skills
What you will learn
1
What is Anomaly Detection?
Let's delve into the concept of data anomalies, their classification, and their impact on decision-making. Throughout this exploration, we will gain a comprehensive understanding of these topics, accompanied by real-life examples to illustrate their significance.
View chapter details
2
Statistical Methods in Anomaly Detection
Statistical methods play a crucial role in various domains, including finance, cybersecurity, manufacturing, and healthcare, where detecting anomalies can prevent fraud, ensure data quality, and improve overall system reliability. These methods are particularly valuable when dealing with large datasets and complex systems, as they provide a systematic and quantitative approach to anomaly detection.
View chapter details
3
Machine Learning Techniques
Now, let's explore how machine learning methods can effectively address anomalies. We will examine various techniques, including clustering, regularization, dropout, and more, that are employed for this purpose.
View chapter details
1
What is Anomaly Detection?
Let's delve into the concept of data anomalies, their classification, and their impact on decision-making. Throughout this exploration, we will gain a comprehensive understanding of these topics, accompanied by real-life examples to illustrate their significance.
View chapter details
2
Statistical Methods in Anomaly Detection
Statistical methods play a crucial role in various domains, including finance, cybersecurity, manufacturing, and healthcare, where detecting anomalies can prevent fraud, ensure data quality, and improve overall system reliability. These methods are particularly valuable when dealing with large datasets and complex systems, as they provide a systematic and quantitative approach to anomaly detection.
View chapter details
3
Machine Learning Techniques
Now, let's explore how machine learning methods can effectively address anomalies. We will examine various techniques, including clustering, regularization, dropout, and more, that are employed for this purpose.
View chapter details
GoogleIntelFedExMetaTwitterNikeAmazonMicrosoftTesla
Trusted by employees of leading companies
We have students from each letter of MAANG and many more companies
Data Engineer
Certificate of Completion
Showcase your newly acquired skills. You've earned it
Main directions
Data Science
Elevate your skills with Python's simplicity, versatility, and robust libraries.
WEB Development
Enable your web development with dynamic and scalable applications.
Data Analytics
Extract insights with facilitation and create powerful visualizations.
Show More
Over 200,000 5-star ratings
and counting
Ruslan Kravchuk
The main thing is to learn and not give up
The material is good, there is a lot to learn, all in order to become better and the main thing is to learn what you want....
Matteo Comune
Thanks to them I'm learning a lot…
Thanks to them I'm learning a lot faster because they help you to understand everything from scratch. It's the best website that helps people with no background in IT...
Yuliana Cadavid
great course for beginners
great course for beginners, they test your knowledge in every lesson...
Elpunzon
I am enjoying my Codefinity experience…
I am enjoying my Codefinity experience learning Python. The self-paced way of learning is great because I can fit it into my schedule...
Alexandru Alexandru
Is nice to learn from codefinity
Is nice to learn from codefinity. Its easy and have good examples on what I learned here...
jacob Templet
Easy to follow along with and provides...
Easy to follow along with and provides challenge in my every day life. The challenge keeps me wanting to learn day after day...
Elan
Codefinity is a comprehensive learning…
Codefinity is a comprehensive learning tool to help you develop your skills as a software engineer or data scientist. The exercises are fun and a good way to sharpen your skills...
Thibault
First time learning how to code
First time learning how to code and successfully doing so with codefinity - thank you...
Adrien Morel
Well designed for total beginners
Well designed for total beginners, incremental progress and makes me feel confident....
_Gracy
it's simply perfectly well explained
it's simply perfectly well explained! so far I have not experienced any difficulty because everything is so well managed...
Ruslan Kravchuk
The main thing is to learn and not give up
The material is good, there is a lot to learn, all in order to become better and the main thing is to learn what you want....
Matteo Comune
Thanks to them I'm learning a lot…
Thanks to them I'm learning a lot faster because they help you to understand everything from scratch. It's the best website that helps people with no background in IT...
Yuliana Cadavid
great course for beginners
great course for beginners, they test your knowledge in every lesson...
Elpunzon
I am enjoying my Codefinity experience…
I am enjoying my Codefinity experience learning Python. The self-paced way of learning is great because I can fit it into my schedule...
Alexandru Alexandru
Is nice to learn from codefinity
Is nice to learn from codefinity. Its easy and have good examples on what I learned here...
jacob Templet
Easy to follow along with and provides...
Easy to follow along with and provides challenge in my every day life. The challenge keeps me wanting to learn day after day...
Elan
Codefinity is a comprehensive learning…
Codefinity is a comprehensive learning tool to help you develop your skills as a software engineer or data scientist. The exercises are fun and a good way to sharpen your skills...
Thibault
First time learning how to code
First time learning how to code and successfully doing so with codefinity - thank you...
Adrien Morel
Well designed for total beginners
Well designed for total beginners, incremental progress and makes me feel confident....
_Gracy
it's simply perfectly well explained
it's simply perfectly well explained! so far I have not experienced any difficulty because everything is so well managed...
Chosen by students of top schools
Including 30 out of top-30 U.S. colleges
virginia
texas
michigan
duke
berkeley
yale
mit
brown
carnegie
rochester
california
connecticut
massachusetts
city-new-york
virginia
texas
michigan
duke
berkeley
yale
mit
virginia
texas
michigan
duke
berkeley
yale
mit
brown
carnegie
rochester
california
connecticut
massachusetts
city-new-york
virginia
texas
michigan
duke
berkeley
yale
mit
florida
illinois
colorado
indiana
new-york
cornell
columbia
notre-dame
florida
illinois
colorado
indiana
florida
illinois
colorado
indiana
new-york
cornell
columbia
notre-dame
florida
illinois
colorado
indiana

We are ready to answer your questions

How do I get access to the platform?

faq-icon

What if I have questions while learning?

faq-icon

Is a tech degree necessary for learning?

faq-icon

Still have questions?

Write your question here

Accelerate your career with professional guidance
some-alt