Intro to Data Science for Managers [Mindmap]
Data science has become an integral part of many modern projects and businesses, with an increasing number of decisions now based on data analysis. The data science indus...
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Learning Mathematics for Data Science
I am halfway through my journey of being enough Mathematically literate to understand and work comfortably with Data Science books, posts, articles and journals. I wrote ...
20 Cheat Sheets: Python, ML, Data Science, R, and More
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
Top 10 Data Science Use Cases in Insurance
The insurance industry is regarded as one of the most competitive and less predictable business spheres. It is instantly related to risk. Therefore, it has always been de...
The Best Kept Secret in Data Science
Big Data is a big pain. Humans are generating data five times faster than the rate of economic growth. Each day we create 2.5 Exabytes of new data, ninety percent of whic...
An Overview of Business Problems and Data Science Solutions — Part 2
Data Mining There is an important distinction related to data mining. First the difference between mining the data to find patterns and build models, and second using the...
Essential Math for Data Science
This article was written by Tirthajyoti Sarkar. Below is a summary. The full article (accessible from link at the bottom) also features courses that you could attend to l...
Business Problems and Data Science Solutions Part 1
An important principle of data science is that data mining is a process. It includes the application of information technology, such as the automated discovery and evalua...
Data Science “Paint by the Numbers” with the Hypothesis Development Canvas
When I was a kid, I use to love “Paint by the Numbers” sets. Makes anyone who can paint or color between the lines a Rembrandt or Leonardo da Vinci (we can talk l...
Creating a Culture that Works for Data Science and Engineering
Written by Allison Sullivan, PHD – Civis Analytics Product management resources often focus on collaborating with engineering and design. However, products are incr...