AI Trading the Market
Written by Jun Wu. Every year since I worked on wall street, traditional trading-is-an-art-form traders are leaving and retiring. Their jobs are replaced by a new breed o...
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How AI/ML Could Return Manufacturing Prowess Back to US
I grew up in a small manufacturing town in Northeast Iowa. The factory in my hometown made tractors (no surprise given that it was Iowa), but eventually the economics o...
MS Data Science vs MS Machine Learning / AI vs MS Analytics
Q1. Is MSc in Data science/Data Analytics same as ML/AI as some universities don’t have AI but Data Science? Q2. I am interested in MS Data Science and not MS Analyti...
How to set up an intelligent automation CoE
An interview with Andy Fanning If you’re just starting out in Intelligent Automation (IA) or Robotic Process Automation (RPA), it won’t be long before you start heari...
IoT and Smart Classes
As we live through the ever-changing world, education is the sphere that remains surprisingly behind the general rapid advancement. The WEF Future of Jobs Report 2018 sta...
ROC Curve Explained in One Picture
With a ROC curve, you’re trying to find a good model that optimizes the trade off between the False Positive Rate (FPR) and True Positive Rate (TPR). What counts...
Infographic: The Typical Data Scientist Profile in 2019
This infographic was produced by 365DataScience. Last year they completed a research on 1,001 data scientists to get a profile of the ‘typical’ data scientist in 201...
20 Handbooks on Modern Statistical Methods
With the two most recent ones, in this CRC series, published in January 2019. The objective of the series is to provide high-quality volumes covering the state-of-the-a...
The 10 Statistical Techniques Data Scientists Need to Master
This article was written by James Le. Here is a brief summary. Link to the full article is provided at the bottom. Some techniques are not mentioned in Le’s article...
The Math Required for Machine Learning
This article was written by Harsh Sikka. This version is a summary of the original article. Start with Mathematics for Machine Learning Specialization on Coursera. If...