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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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...
Deep Analytics: Risk Management with AI
We first provide a mini-tutorial on Adjoint Algorithmic Differentiation (AAD) (also known as back-propagation in machine learning). We then illustrate how neural netw...
Fun with maps: Part 2
Last time we created a beautiful map with a lot of features, see here. This time I will show you how to customize different things. I use the same data. map1= folium.Map(...
RPA Healing the Healthcare Industry RPA Healing the Healthcare Industry
What is RPA? Robotic Process Automation (RPA) is the utilization of programming with machine learning and AI capacities to deal with high-volume, repeatable tasks, and tr...
Labeling with Active Learning
The Ugly Truth Behind All That Data We are in the age of data. In recent years, many companies have already started collecting large amounts of data about their business....
What is Explainable AI and Why is it Needed?
Imagine an advanced fighter aircraft is patrolling a hostile conflict area and a bogie suddenly appears on radar accelerating aggressively at them. The pilot, with the a...
Bayesian Machine Learning
Bayesian Machine Learning (part – 4) Introduction In the previous post we have learnt about the importance of Latent Variables in Bayesian modelling. Now starting f...
Artificial Intelligence vs. Machine Learning vs. Deep Learning: What is the Difference?
In fact, the business plans of the next 10,000 startups are easy to forecast: Take X and add AI. Find something that can be made better by adding online smartness to it &...
Self Aware Streaming
Self Aware Streaming 1. Problem Statement By processing data in motion, Real time/stream processing enables you to get insight into your business and make vital decisio...