The 8 Largest Data Centers in the World in 2020
ArticleVideos Overview: Data generation has skyrocketed these past few years – giving rise to the concept of data centers Here’s a list of the …
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A Beginner’s Guide to Exploratory Data Analysis (EDA) on Text Data (Amazon Case Study)
ArticleVideos The Importance of Exploratory Data Analysis (EDA) There are no shortcuts in a machine learning project lifecycle. We can’t simply skip to the …
Building a Recommendation System using Word2vec: A Unique Tutorial with Case Study in Python
ArticleVideos Overview Recommendation engines are ubiquitous nowadays and data scientists are expected to know how to build one Word2vec is an ultra-popular word embeddings …
A Beginner’s Guide to Channel Attribution Modeling in Marketing (using Markov Chains, with a case study in R)
ArticleVideos Introduction In a typical ‘from think to buy’ customer journey, a customer goes through multiple touch points before zeroing in on the final …
Solving Case study : Optimize the Products Price for an Online Vendor (Level : Hard)
ArticleVideos Introduction Solving case studies is a great way to keep your grey cells active. You get to use math, logic and business understanding …
What is the role of analytics in E-Commerce industry?
ArticleVideos If you are preparing for an interview into role of analytics, you need to do your ground work to get a basic understanding …
Understanding and analyzing the hidden structures of unstructured dataset
ArticleVideos The key to using unstructured data set is to identify the hidden structures in the data set. This enables us to convert it to …
Visualizing product relationships in a market Basket analysis
ArticleVideos Last week had been very hectic. I had slogged more than 100 hours to come out with an awesome recommender based on market …
Learn Analytics using a business case study : Part II
ArticleVideos The sequel episode, of most trilogies, is often the most interesting. This is because the first episode builds a foundation, of the overall …
