--- title: Byte Academy Blog | Uday Keith --- Visit our partner [Nestria](https://nestria.org?utm_source=byteacademy&utm_medium=menu-referral) [![byte_academy_logo](https://www.byteacademy.co/hs-fs/hubfs/BYTE%20logo%20files/byte_academy_logo.png?width=2550&height=3300&name=byte_academy_logo.png) ![byte_academy_logo](https://www.byteacademy.co/hs-fs/hubfs/BYTE%20logo%20files/byte_academy_logo.png?width=2550&height=3300&name=byte_academy_logo.png)](https://www.byteacademy.co) - Programs - [Python Bootcamp](https://www.byteacademy.co/courses/python-bootcamp) - [Data Science Bootcamp](https://www.byteacademy.co/courses/data-science-bootcamp) - [Intro to Python](https://www.byteacademy.co/courses/intro-to-python) - [Career Support](https://www.byteacademy.co/careers-at-byte) - [APPLY NOW](https://application.byteacademy.co) - Global - Paraguay - India - Global #### Trending Topics [DATA SCIENCE](https://www.byteacademy.co/blog/tag/data-science) [CAREERS](https://www.byteacademy.co/blog/tag/careers) [PROGRAMMING TIPS](https://www.byteacademy.co/blog/tag/programming-tips) [FINTECH](https://www.byteacademy.co/blog/tag/fintech) [BLOCKCHAIN](https://www.byteacademy.co/blog/tag/blockchain) [PYTHON](https://www.byteacademy.co/blog/tag/python) [STARTUP](https://www.byteacademy.co/blog/tag/startup) [STUDENT STORIES](https://www.byteacademy.co/blog/tag/student-stories) [MACHINE LEARNING](https://www.byteacademy.co/blog/tag/machine-learning) [PROGRAMMING](https://www.byteacademy.co/blog/tag/programming) [EVENTS](https://www.byteacademy.co/blog/tag/events) [BITCOIN](https://www.byteacademy.co/blog/tag/bitcoin) [BIG DATA](https://www.byteacademy.co/blog/tag/big-data) [CRYPTOCURRENCY](https://www.byteacademy.co/blog/tag/cryptocurrency) [FINOVATE](https://www.byteacademy.co/blog/tag/finovate) [LIGHT READS](https://www.byteacademy.co/blog/tag/light-reads) [AI](https://www.byteacademy.co/blog/tag/ai) [INTERVIEW](https://www.byteacademy.co/blog/tag/interview) [BANKING](https://www.byteacademy.co/blog/tag/banking) [CURRENT EVENTS](https://www.byteacademy.co/blog/tag/current-events) ### Uday Keith #### Recent posts by Uday Keith ###### 5 min read ## [The Worst Kind of Data: Missing Data](https://www.byteacademy.co/blog/worst-kind-data-missing-data) By [Uday Keith](https://www.byteacademy.co/blog/author/udayk) on Aug 17, 2020 1:33:23 PM Most publicly available datasets or datasets at the workplace are complete. However, from time to time we encounter datasets where some or many entries are missing. The problem of missing data exists on a spectrum; only a few entries missing among millions is virtually negligible, however, upwards of 10% of missing data can be crippling. The exact problem of missing data contains multiple layers, so let us proceed to peel it like the onion it is.  At its most basic, enough missing data may skew the distribution(s) the data follows. ###### Topics: [coding](https://www.byteacademy.co/blog/topic/coding) [Data Science](https://www.byteacademy.co/blog/topic/data-science) [Programming Tips](https://www.byteacademy.co/blog/topic/programming-tips) ###### 5 min read ## [The Beautiful Binomial Logistic Regression](https://www.byteacademy.co/blog/binomial-logistic-regression) By [Uday Keith](https://www.byteacademy.co/blog/author/udayk) on Aug 17, 2020 1:32:57 PM The Logistic Regression is an important classification model to understand in all its complexity. There are a few reasons to consider it: ###### Topics: [regression](https://www.byteacademy.co/blog/topic/regression) [Data Science](https://www.byteacademy.co/blog/topic/data-science) ###### 8 min read ## [K-Means Clustering: All You Need to Know](https://www.byteacademy.co/blog/k-means-clustering) By [Uday Keith](https://www.byteacademy.co/blog/author/udayk) on Aug 17, 2020 5:16:04 AM In machine learning, we are often in the realm of “function approximation”. That is, we have a certain ground-truth (y) and associated variables (X) and our aim is to use identify a function to wrap our variables in that does a good job in approximating the ground-truth. This exercise in function approximation is also known as “supervised-learning”.   ###### Topics: [Machine Learning](https://www.byteacademy.co/blog/topic/machine-learning) [Python](https://www.byteacademy.co/blog/topic/python) [Data Science](https://www.byteacademy.co/blog/topic/data-science) [Programming Tips](https://www.byteacademy.co/blog/topic/programming-tips) [All posts](https://www.byteacademy.co/blog/all) ### Featured ### Sign up for updates ##### Learn More Learn More - [Admissions & Tuition](https://www.byteacademy.co/admissions-tuition) - [Careers at Byte](https://byteacademy.co/careers-at-byte/) - [Byte Ambassador](https://byteacademy.co/brand-ambassador/) - [Contact Us](https://meet.byteacademy.co/?hs_preview=XUIOSGQd-26557024777) ##### Get Started Get Started - [Intro to Python](https://meet.byteacademy.co/courses/intro-to-python?hs_preview=AZDAyxFU-26462024908&hsLang=en-us) - [Workshops](https://www.eventbrite.com/o/byte-academy-8388805444) - [Events](https://www.meetup.com/pro/byte-academy) ##### Stay Informed Stay Informed - [Blog](https://byteacademy.co/blog/) - [Press](https://byteacademy.co/press-page/) ##### Resources [ByteDev](https://www.bytedev.co/) [edChain](https://www.edchain.io/) [Blockchain Lab](https://blokchainlab.byteacademy.co/) [![byte_academy_logo](https://www.byteacademy.co/hs-fs/hubfs/BYTE%20logo%20files/byte_academy_logo.png?width=100&height=129&name=byte_academy_logo.png "byte_academy_logo")](http://sprytelabs.com) Copyright © 2020 Byte Academy, Inc. - [Privacy Policy](https://byteacademy.co/privacy-policy/)