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May 28, 2020 AI Trends / Basic Concepts

Your Complete Guide to AI Career Pathways

So much confusion, so many doubts and questions around careers in AI! When deciding a career pathway, the lack of

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January 20, 2020 AI Trends / Basic Concepts / Data-Driven Strategies

AI Index Report 2019: Major Takeaways (Summary)

Introduction As we enter 2020, the Stanford Institute for Human-Centered Artificial Intelligence has published its Artificial Intelligence Index – 2019

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September 17, 2019 Basic Concepts / Deep Learning / Hands-On Tutorials

BERT Explained: A Complete Guide with Theory and Tutorial

Unless you have been out of touch with the Deep Learning world, chances are that you have heard about BERT

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April 9, 2019 Basic Concepts / Theoretical Concepts

12 Key Lessons from ML researchers and practitioners

Machine learning algorithms come with the promise of being able to figure out how to perform important tasks by learning

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January 28, 2019 Basic Concepts / Deep Learning

Deep Learning Series, P3: Understanding Recurrent Neural Networks

1. Why RNNs? Your smartphone predicting your next word when you are typing, Alexa understanding what you are saying or

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November 27, 2018 Data-Driven Strategies

The data-driven coffee – analyzing Starbucks’ data strategy

We often go through life without pausing to think about the behind-the-scenes of events or things that are part of

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October 16, 2018 Basic Concepts / Deep Learning

Deep Learning Series, P2: Understanding Convolutional Neural Networks

Neural Networks come in many flavors and varieties. Convolutional Neural Networks (ConvNets or CNN) are one of the most well

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August 28, 2018 Basic Concepts / Deep Learning

Deep Learning Series, P1: Basics of Neural Networks and Understanding Gradient Descent

This post consists of the following two sections: Section 1: Basics of Neural Networks Section 2: Understanding Backward Propagation and

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August 6, 2018 Basic Concepts

How great products are made: Rules of Machine Learning by Google, a Summary

Google recently published some nuggets of ML wisdom, i.e., their best practices in ML Engineering. I believe that everyone should

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July 3, 2018 Inspiring Reads

AI, Drones and Game Theory For Smart Wildlife Conservation

Background As the human population keeps booming, our actions are pushing life on our shared planet towards mass extinction. Human activity

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  • AI Index Report 2019: Major Takeaways (Summary)
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