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Have you ever wondered how your personal assistant (e.g: Siri) is built? Do you want to build your own? Perfect! Let’s talk about Natural Language Processing.Source:...

Data science career adviceHere are a few ways I assess a job before deciding to accept the job offerThis job looks delicious.A while ago, I got a question from someone who had read one of my...

Image sourceData science can be a messy endeavor, with the constant influx of raw data from countless sources pumping through ever-evolving pipelines attempting to satisfy shifting expectations. To...

Image by Darwin Laganzon from PixabayIn today’s day and age, security is the buzz of the tech world. Questions and concerns revolving around privacy and the safety of users personal information...

Generic Explanation for Boosting AlgorithmGardens By The Bay SingaporeBoosting algorithm searches for the optimal weak learner functions that minimize loss function over the training data at every...

How Data Science will Impact Future of Businesses?With more than 6 billion (and counting) devices connected to the internet, approximately 2.5 million terabytes of data are generated every day. By...

Linear, tree, forest and support vector regression: comparison, source code and ready-to-use appPhoto by Anika Huizinga on UnsplashIn this article I am going to walk you through the process of...

It is known that Intrusion Detection Systems (IDS) are weak against adversarial attacks and research is being done to prove the ease of breaking these systems. Many have begun to recognize the flaws...

Have you ever wondered how your computer/network is able to avoid being infected with malware and bad traffic inputs from the internet? The reason why it can detect it so well is because there are...

People, businesses and governments rely heavily on this newfound technology without even realizing it. One growing sector of AI is security. Intrusion Detection Systems (IDS) are systems used to...

Recently, neural networks have grabbed a lot of attention. They are a computing system of interconnected nodes and act similarly to how a brain functions. This system clusters large, raw data sets,...

IntroductionThe objective of this article is to provide a theoretical perspective to understand why (single layer) CNNs work better than fully-connected networks for image processing. Linear algebra...

My second attempt at Lesson 2 of “Practical Deep Learning for Coders” by fast.aiI’m working through Lesson 2 of the marvelous “Practical Deep Learning for Coders” course by Jeremy Howard...

Can you teach common sense to an NLP model? And can you design a dataset that tests it?In the ROC story cloze task, an NLP model receives a four-sentence story context and must pick the more...

A basic guide to time series analysisAn analysis of daily accidents in the UK from 2014 to 2017 using Time SeriesIntroductionLinear regression is a very common model used by Data Scientist. An...

Using The Cloud To Make Collaboration EasierPhoto by Luis Melendez on UnsplashToday we wanted to use discuss using cloud tools that are available to everyone to analyze a medical data set.In...

Watson Studio is a platform offering all that a data scientist needs to create, debug and execute all types of models to solve business problems using Artificial Intelligence (AI). In this post, a...

On Becoming ‘Better’ Data ScientistsI recently read Atul Gawande’s book Better in which he uses stories from medicine to provide insights on how to do better at work. Here I attempt to place...

Imagine a factory with 500 sensors capturing 10 KB of information every second, in one hour is captured nearby 36 GB of information and 432 GB daily. This massive information needs to be analysed in...

https://unsplash.com/@tvickReminiscing back to when I first started my journey into AI, I remember all too well how daunting some of the concepts seemed. Reading a simple explanation on what a Neural...

Railroad tracks and mountains! Why not! Photo by Pixabay from PexelsA real-time look at Sentiment, Positioning Analysis, and Trend Analysis of the US Stock Market.I have been meaning to write this...