Tag: Data science
-
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.
Tags ux how-to big-data data-science management teams
-
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.
Tags learning programming how-to data-science
-
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
-
Geospatial queries, reinvented
Posted on December 12, 2019, Level interemediate Resource Length long
In this article author goes through the details of how Beat managed to achieve lightning fast queries during the driver dispatching process; getting the nearest driver to a passenger. by Fotis Papadopoulos.
Tags software-architecture google data-science database
-
Kubernetes with OpenShift 101: Exercises to enhance your apps with machine learning
Posted on December 6, 2019, Level intermediate Resource Length medium
With containers, you can create a clean, virtual environment to set up and train your neural networks in. Then, you can deploy the neural networks at scale with the exact same same environment. Article by Mo Haghighi.
Tags machine-learning data-science big-data
-
Explore and visualize a dataset with Python
Posted on November 29, 2019, Level beginner Resource Length medium
How to learn to create beautiful and insightful graphs with Python -- a code-along guide. By Fabian Bosler.
Tags big-data data-science python
-
Create a voice-controlled device with Alexa and Arduino IoT Cloud in 7 minutes
Posted on November 27, 2019, Level intermediate Resource Length medium
Umbobaldi wrote this piece about official announcement of the official Arduino Amazon Alexa skill launch.
Tags data-science big-data machine-learning robotics
-
How to become a data scientist
Posted on November 26, 2019, Level beginner Resource Length medium
Author heard a question how one can become a data scientist by many people in recent months. So he decided to spend a great deal of time making this guide so that most people have access to it. By Marcos Silva.
Tags data-science big-data machine-learning learning
-
5 myths about strategy
Posted on November 22, 2019, Level beginner Resource Length medium
Stephen Bungay is author of this summary about 5 myths about strategy. According author there are lies, there are big lies, and then there are myths. And myths are the worst of the three.
Tags management big-data data-science miscellaneous agile teams
-
Natural language processing for Node.js
Posted on November 21, 2019, Level intermediate Resource Length long
An article by Jordan Irabor about processing unstructured textual data using Natural language processing for Node.js.
Tags big-data data-science machine-learning robotics
-
Federated Learning: Challenges, methods, and future directions
Posted on November 12, 2019, Level beginner Resource Length medium
What is federated learning? How does it differ from traditional large-scale machine learning, distributed optimization, and privacy-preserving data analysis? Learn from the blog post by Carnegie Mellon University.
Tags machine-learning big-data data-science
-
Using Tableau with Kafka: How to build a real-time SQL dashboard on streaming data
Posted on November 9, 2019, Level intermediate Resource Length medium
Scott Morris, Software Engineer at Rockset wrote this piece about building a real-time dashboard for operational monitoring and analytics on streaming event data from Kafka, which often requires complex SQL, including filtering, aggregations, and joins with other data sets.
Tags big-data data-science software-architecture apache