- 10 Free Top Notch Machine Learning Courses
- Dec 6, 2019.
Are you interested in studying machine learning over the holidays? This collection of 10 free top notch courses will allow you to do just that, with something for every approach to improving your machine learning skills.
Tags: Books, Computer Vision, Courses, Deep Learning, Explainability, Graph Analytics, Interpretability, Machine Learning, NLP, Python
- 5 Techniques to Prevent Overfitting in Neural Networks
- Dec 6, 2019.
In this article, I will present five techniques to prevent overfitting while training neural networks.
Tags: Neural Networks, Overfitting
- Enabling the Deep Learning Revolution
- Dec 5, 2019.
Deep learning models are revolutionizing the business and technology world with jaw-dropping performances in one application area after another. Read this post on some of the numerous composite technologies which allow deep learning its complex nonlinearity.
Tags: Deep Learning, Gradient Descent, Neural Networks, Optimization
- The Rise of User-Generated Data Labeling
- Dec 4, 2019.
Let’s say your project is humongous and needs data labeling to be done continuously - while you’re on-the-go, sleeping, or eating. I’m sure you’d appreciate User-generated Data Labeling. I’ve got 6 interesting examples to help you understand this, let’s dive right in!
Tags: Data Preparation, Data Science, User Generated Content
- Popular Deep Learning Courses of 2019
- Dec 3, 2019.
With deep learning and AI on the forefront of the latest applications and demands for new business directions, additional education is paramount for current machine learning engineers and data scientists. These courses are famous among peers, and will help you demonstrate tangible proof of your new skills.
Tags: Courses, Deep Learning, Education, Online Education
- Vega-Lite: A grammar of interactive graphics
- Dec 3, 2019.
Vega and Vega-lite follow in a long line of work that can trace its roots back to Wilkinson’s ‘The Grammar of Graphics.’ Since then VegaLite has come into existence, bringing high-level specification of interactive visualisations to the Vega-Lite world.
Tags: Data Visualization, Graphics, Visualization
- Data Science Curriculum Roadmap
- Dec 3, 2019.
What follows is a set of broad recommendations, and it will inevitably require a lot of adjustments in each implementation. Given that caveat, here are our curriculum recommendations.
Tags: Data Science, Data Science Education
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