Tag: Data science
Can wearables keep up with us?
Posted on February 10, 2020, Level beginner Resource Length medium
Brinnae Bent and Jessilyn Dunn form Duke University wrote an article about wearable technology. Wearable technology has the potential to transform healthcare and research through accessible, continuous, and longitudinal health monitoring.
Embodied Learning is essential to Artificial Intelligence
Posted on February 9, 2020, Level beginner Resource Length medium
Jeff Hawkins has a principle that intuitively makes a lot of sense, yet is something that Deep Learning research has not emphasized enough. This is the notion of embodied learning. That is, biological systems learn from interacting with the environment. By Carlos E. Perez.
Covariant uses simple robot and gigantic neural net to automate warehouse picking
Posted on February 6, 2020, Level intermediate Resource Length long
A massive neural network connects cameras, a robot arm, and a suction gripper in Covariant's logistics system. By Evan Ackerman.
Quantum computing for the very curious
Posted on February 2, 2020, Level intermediate Resource Length long
If aliens have computers, it's because computers are the answer to a question that naturally occurs to both human and alien civilizations. By Andy Matuschak and Michael Nielsen.
The rise and fall of the OLAP Cube
Posted on January 30, 2020, Level beginner Resource Length long
One of the biggest shifts in data analytics over the past decade is the move away from building "data cubes", or "OLAP cubes", to running OLAP workloads directly on columnar databases. By Cedric Chin.
Algorithm that learns through rewards may show how our brain does too
Posted on January 20, 2020, Level beginner Resource Length medium
By optimizing reinforcement-learning algorithms, DeepMind uncovered new details about how dopamine helps the brain learn. By Karen Hao.
TensorFlow 2 Tutorial: Get started in Deep Learning with tf.keras
Posted on January 17, 2020, Level advanced Resource Length long
Jason Brownlee wrote this tutorial to get you started with Deep Learning in TensorFlow. Predictive modeling with deep learning is a skill that modern developers need to know.
Visualizing Keras neural networks with Net2Vis and Docker
Posted on January 16, 2020, Level advanced Resource Length long
Visualizing the structure of your neural network is quite useful for publications, such as papers and blogs. Written by @MachineCurve (Christian).
Tags big-data data-science python how-to
Predicting contract length with probabilistic programming
Posted on January 11, 2020, Level beginner Resource Length medium
An article by Antoine Hachez about Jobandtalent experience with applying Artificial Intelligence (AI) to real business problems.
How to conduct UX research if you're an introvert
Posted on December 30, 2019, Level beginner Resource Length short
If your goal is to gather as many insights as possible, you need to open your participant up. And how do you open someone up if you're scared yourself? Here are some things I learned along the way that you might find helpful. By Olga Wojnarowska.
Practicing computer science skills anytime
Posted on December 29, 2019, Level beginner Resource Length medium
As parents, we are constantly getting advice on how to prepare our children for the future. At the same time, the tools they are using to learn, like tablets, computers, and the internet, may be very different than the ones we grew up with. By Katie Hessen, M.S.
Using GraphQL to improve data hydration in our customer care platform and beyond
Posted on December 24, 2019, Level intermediate Resource Length long
Kunyao Liu from Uber Engineering about their Customer Obsession Engineering team and how they designed and developed a new web application to help solve customer support tickets with aggregated data hydrated across Uber's tech stack.
Tags big-data data-science cicd