12 Algorithms Every Data Scientist Should Kno

A rather comprehensive list of algorithms can be found here. Many are posted…

Blog 12 Algorithms Every Data Scientist Should Kno 40 Likes
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 assistance of…

Blog What is Explainable AI and Why is it Needed? 2 Likes
29 Statistical Concepts Explained in Simple E

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow,…

Blog 29 Statistical Concepts Explained in Simple E 20 Likes
SVMs in One Picture

SVMs (Support Vector Machines) are a way to classify data by finding the optimal plane or hyperplane that separates the data. In 2D, the separation is a plane; In higher dimensions, it's a…

Blog SVMs in One Picture 4 Likes Ensemble Methods in One PictureEnsemble methods take several machine learning techniques and combine them into one predictive model. It is a two step process:

**Generate the Base…**

19 Great Articles About Natural Language Proc

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation,…

Blog 19 Great Articles About Natural Language Proc 2 Likes
Sentiment Analysis of Amazon Customer Reviews
## Introduction

E-commerce has become more popular with the growth in internet and network technologies. Many people feel convenient to buy products online using various forums such as…

Blog Sentiment Analysis of Amazon Customer Reviews 1 Like A simplified explanation for Understanding thIn this post, I explain the maths of Deep Learning in a simplified manner. To keep the explanation simple, we cover the workings of the MLP mode (Multilayer…

Blog A simplified explanation for Understanding th 11 Likes
Free eBooks on Artificial Intelligence and Ma

**Artificial Intelligence with Python**

By …

Blog Free eBooks on Artificial Intelligence and Ma 8 Likes Preprocessing for deep learning: from covariaYou can also fork the Jupyter notebook on Github…

Blog Preprocessing for deep learning: from covaria 7 Likes
Graph-Based Image Segmentation in Python

In this article, an implementation of an efficient graph-based image segmentation technique will be described, this algorithm was proposed by Felzenszwalb et. al. from …

Blog Graph-Based Image Segmentation in Python 1 Like
Sample Projects for Data Scientists in Traini

Here is a list of potential projects to help you complete your master in data science or in a related field. …

Blog Sample Projects for Data Scientists in Traini 6 Likes
Machine Learning Algorithms: Which One to Cho

When I was beginning my way in data science, I often faced the problem of choosing the most appropriate algorithm for my specific problem. If you’re like me, when you…

Blog Machine Learning Algorithms: Which One to Cho 10 Likes Hitchhiker's Guide to Data Science, Machine LThousands of articles and tutorials have been written about data science and machine learning. Hundreds of books, courses and conferences are available. You could spend months just figuring out…

Blog Hitchhiker's Guide to Data Science, Machine L 66 Likes Bayesian Nonparametric ModelsBayesian Nonparametrics is a class of models with a potentially infinite number of parameters. High flexibility and expressive power of this approach enables better data…

Blog Bayesian Nonparametric Models 1 Like Book: Machine Learning Algorithms From Scratc Blog Book: Machine Learning Algorithms From Scratc 4 Likes An overview of gradient descent optimization*This article was written by Sebastian Ruder. Sebastian is a PhD student in Natural Language Processing and a research scientist at AYLIEN. He blogs about Machine Learning, Deep Learning, NLP,…*

Here I present the backpropagation algorithm for a continuous target variable and no activation function in hidden layer: although simpler than the one used for the logistic cost function,…

Blog Neural Networks: The Backpropagation algorith 25 Likes
20 Cheat Sheets: Python, ML, Data Science, R,

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation,…

Blog 20 Cheat Sheets: Python, ML, Data Science, R, 11 Likes 15 Amazing Infographics and Other Visual TutoThey come in various shapes: infographics, cheat sheets, periodic tables, one-picture articles, and even maps. They cover everything: IoT, AI, machine learning, data science, deep learning,…

Blog 15 Amazing Infographics and Other Visual Tuto 5 Likes 21 Great Articles and Tutorials on Time SerieThis resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, ouliers,…

Blog 21 Great Articles and Tutorials on Time Serie 10 Likes© 2019 Data Science Central ® Powered by

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