Microsoft Data Science Interview
Author(s): Kenny Kim Understanding the interview process from the interviewer’s perspective. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
1. Benchmark forecasting
Author(s): Mahbubul Alam Originally published on Towards AI. Data Science Photo by Greg Rakozy on Unsplash Time-series forecasting is one of the most talked-about topics in data science. Not surprisingly, there is a rich forecasting toolbox with many different options to choose …
The Universe of Time-Series Forecasting Techniques: A Primer
Author(s): Mahbubul Alam Time series forecasting is one of the most talked-about topics in data science. Not surprisingly there is a rich forecasting toolbox with… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Evaluation Metrics for Regression Problems
Author(s): Edward Ma Originally published on Towards AI. Data Science Photo by Edward Ma on Unsplash If you do not know how to justify whether model is good or not, it is similar to you want to get something but you do …
What is Measure Theory?
Author(s): Andrei Gasparovici An introduction and key concepts Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Evaluation Metrics for Regression Problems
Author(s): Edward Ma Why metrics need to be defined at the very beginning Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
NLP News Cypher | 05.31.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by SpaceX on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 05.31.20 To the Stars We did it, we’ve returned to space. SpaceX is the first private company to propel …
How To Develop A Game Using Computer Vision
Author(s): Ritheesh Baradwaj Yellenki Originally published on Towards AI. Computer Vision Playing A Racing Game using Hand Tracking, Artificial Intelligence Picture made using Canva If you are an excited geek and love Computer Vision, AI here is an interesting application for you. …
How I Developed A Game Using Computer Vision
Author(s): Ritheesh Baradwaj Yellenki Playing A Racing Game using Hand Tracking, AI Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Dreamer: A State-of-the-art Model-Based Reinforcement Learning Agent
Author(s): Sherwin Chen Reinforcement Learning A brief walk-through of a state-of-the-art model-based reinforcement learning algorithm Image by Leandro De Carvalho from Pixabay We discuss a model-based reinforcement learning agent called Dreamer, proposed by Hafner et al. at DeepMind that achieves state-of-the-art performance on …
Configuration
Author(s): Benjamin Haller Originally published on Towards AI. Photo by Dose Media on Unsplash Applied Mathematics How Control-Allocation for Multirotor Systems Works A mathematical explanation of how drones function Seeing drones fly always makes you think how it can hold itself stable …
How Control-Allocation for Multirotor Systems Works
Author(s): Benjamin Haller A mathematical explanation of how drones function Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Tutorial on LSTMs: A Computational Perspective
Author(s): Manu Rastogi, Ph.D. Photo by Jack Nagz on Unsplash In recent times there has been a lot of interest in embedding deep learning models into hardware. Energy is of paramount importance when it comes to deep learning model deployment especially at the edge. There is …
3 Levels of Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data Science Top highlight Image by Benjamin O. Tayo This article will discuss what I consider to be the three levels of data science competency, namely: level 1 (basic level); level 2 …
Linear Regression Basics for Absolute Beginners
Author(s): Benjamin Obi Tayo Ph.D. Tutorial on simple and multiple regression analysis using numpy, pylab, and scikit-learn Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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