stream:// data science


How to train a new language model from scratch using Transformers and Tokenizers

February 24, 2020
  13
How to train a new language model from scratch using Transformers and Tokenizers
We’re on a journey to solve and democratize artificial intelligence through natural language.

Polynomial Regression from Scratch in Python

February 19, 2020
  194
Polynomial Regression from Scratch in Python
Machine learning is one of the hottest topics in computer science today. And not without a reason: it has helped us do things that couldn’t be done before like image classification, image generation and natural language processing. But all of it boils down to a really simple concept: you give the computer data and the computer then finds patterns in that data. This is called “learning” or “training”, depending on your point of view. These learnt patterns can be extrapolated to make predictions. How? That’s what we are looking at today.

How to Work with C# Vectors and Matrices for Machine Learning

February 11, 2020
  154
How to Work with C# Vectors and Matrices for Machine Learning
Here's a hands-on tutorial from bona-fide data scientist Dr. James McCaffrey of Microsoft Research to get you up to speed with machine learning development using C#, complete with code listings and graphics.

AI/ML Pipelines Using Open Data Hub and Kubeflow on Red Hat OpenShift

February 06, 2020
  159
AI/ML Pipelines Using Open Data Hub and Kubeflow on Red Hat OpenShift
Amazon S3, Open Data Hub, Argo, Kubeflow, and Red Hat OpenShift are some of the popular tools that AI/ML Pipelines Using Open Data Hub and Kubeflow on Red Hat OpenShift uses. Learn more about the Language, Utilities, DevOps, and Business Tools in Red Hat, Inc.'s Tech Stack.

Google just published 25 million free datasets

February 02, 2020
  150
Google just published 25 million free datasets
Here’s what you need to know about the largest data repository in the world

23 Amazing Deep Learning Project Ideas [Source Code Included]

January 28, 2020
  155
23 Amazing Deep Learning Project Ideas [Source Code Included]
Work on these 23 amazing deep learning project ideas such as image caption generator, human pose estimation, etc to enhance your skills & become an expert.

Using neural networks to solve advanced mathematics equations

January 27, 2020
  144
Using neural networks to solve advanced mathematics equations
Facebook AI has developed the first neural network that uses symbolic reasoning to solve advanced mathematics problems.

Thoughtful Machine Learning with Python: A Test-Driven Approach

January 25, 2020
  148
Thoughtful Machine Learning with Python: A Test-Driven Approach
Overcome the complexity of building, training, and deploying machine learning models, from the cloud to the edge. Explore machine learning fundamentals, machine learning with Python, techniques for improving models, and developing viable frameworks for your machine learning solutions. In ...

Getting to Top 4% in Kaggle's Titanic Competition - Part 2, Automated ML

January 17, 2020
  110
Getting to Top 4% in Kaggle's Titanic Competition - Part 2, Automated ML
Second part of a series on how to get ahead of the Titanic machine learning competition, with as little effort as possible. In this episode I show you how to...

Getting to Top 4% in Kaggle's Titanic Competition - Part 1, scikit-learn

January 17, 2020
  101
Getting to Top 4% in Kaggle's Titanic Competition - Part 1, scikit-learn
First part of a series on how to get ahead of the Titanic machine learning competition, with as little effort as possible. In this episode I discuss the Tita...

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