Here’s the Pipeline:
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Andy Kelly on Unsplash This article explains the important parts of a Regression/Classification Pipeline (the differences have been shown wherever required). Additional points can be added based on the domain and industry …
Design of Experiments in Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data Science Top highlight Photo by Science in HD on Unsplash Data plays a central role in data science and machine learning. Most often, we assume that the data to be used …
Dashboard Creation Using R Shiny
Author(s): Suyash Maheshwari Originally published on Towards AI. Shiny is an R package that is used to build interactive dashboards that can be used to display predictions. It can be used by programmers to communicate the findings of data to organization members …
Linear Regression from Scratch
Author(s): Nunzio Logallo Originally published on Towards AI. Photo by William Daigneault on Unsplash If you started to learn data science or machine learning, you have also heard about linear regression, but what is it and when should we use it? Linear …
Data Science Tools to Get Started in 2020
Author(s): Slava Vaniukov Originally published on Towards AI. Data science is a discipline that is gaining importance as the world becomes increasingly dependent on vast stores of digital information. It is the study of data involving methods of collecting, storing, and analyzing …
The Small Data Revolution needed for Small Businesses
Author(s): Richa Verma Originally published on Towards AI. While big data is disrupting enterprises, how can small data with new-age technologies of machine learning, artificial intelligence, etc. disrupt small businesses? Read along! Photo by Stephen Dawson on Unsplash Rahul (name changed) is …
Bad Data Equals Bad Predictive Model
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Always question the source and quality of your data before using it for analysis or model building Image Source: Benjamin O. Tayo Data is key to any data science and machine learning …
Tackle Imbalanced Learning
Author(s): Satsawat Natakarnkitkul Originally published on Towards AI. Photo by Rupert Britton on Unsplash Imbalanced learning U+007C TOWARDS AI All you need to know on how to tackle imbalanced learning issues Introduction If you have been in the field of data science …
Top 10 Tech Skills in 2020 Worldwide
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Top 10 tech skills in 2020 worldwide, and in the United States. Skills related to data are of the highest demand. Photo by Benjamin O. Tayo As we enter a new year …
The Covariance and Correlation Clutter…
Author(s): Astha Puri Originally published on Towards AI. For the longest time, I remember being confused between these two devils — covariance and correlation. And the resemblance DID NOT help! 🙁 So here I am, writing my first post and making an …
Are Businesses Ready to Rake in the Moolah with DATA?
Author(s): Sreelatha S Originally published on Towards AI. Data as the New Economy U+007C Towards AI Photo by Franki Chamaki on Unsplash Data has become the new economy of our time. But are enterprises and businesses ready to derive value from this …
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