JupyterLab’s Workspaces comes in handy when working on multiple projects at the same time. Workspaces come builtin with

If you believe, though, that these urban areas maybe are temporarily getting depopulated, and then people are going to come back into San Francisco and New York and these places, then it’ll largely come back. But I do think the pandemic is going to have some long-term effects. One of them is going to be that some segment of people are going to be more comfortable driving alone in a car than they were with a rider. Frankly, there was a countereffect of people being less likely to ride in subways and buses — who might switch to Uber but can’t afford a car. So how that works out, I don’t know. It’s probably a slight net negative.

Jordan’s videos explore topics that have high interest value from a technical perspective, such as how AI is used to predict Covid-19, or the race biases within AI solutions.

Machine Learning Can Detect Covid-19 In Less Than Five Minutes! Information and takeaways from research developments aimed at rapid coronavirus detection.towardsdatascience.com

If you work as a Data Scientist, you probably also spend the majority of your workday analyzing data in JupyterLab. So it makes it a good time investment to learn a few built-in JupyterLab features that will simplify your analysis workflow.

Emil Michael: Right-hand man tends to be independent of title. It’s: Who does the leader spend the most time with? I probably spent the most time with Travis on various business problems in my scope and out of my scope. My day job was chief business officer, which included corporate development— that was raising money, which we raised a lot of at Uber, mergers and acquisitions, business development, so like the partnerships we did with credit card companies or car companies and so on. I ran our enterprise business, which was called Uber For Business. I ran our China business. I was the most senior exec at headquarters managing the China business, which is a big, big deal for us.

Within machine learning, it is essential to understand topics such as linear algebra, calculus, and partial differentiation. When studying Neural Networks, it is crucial to understand the fundamental components of a neural network.

Let’s think about Uber in two main parts. They’re a food delivery business and a ride-hailing business. There’s no doubt that in the last six months the ride-hailing business has been decimated. Is that going to go on long term? I think there is some degree of accuracy there. If people got cars during the pandemic or moved out to the burbs, dense urban areas might lose population, and then there’ll be less Uber rides to take.

To code without distractions try Full-Screen editing with JupyterLab. It works great on macOS. When using it, it is hard to distinguish JupyterLab from a full-fledged IDE.

Those who are familiar with 3Blue1Brown will agree with me when I say that he manages to teach topics that would take University lecturers hours in 15–20 minutes short videos.

You can organize Jupyter Notebooks side by side (or even three Notebooks vertically or horizontally). You can also move Jupyter Notebooks (or any window) so that it takes less visual space — useful for the Console.

Like a lot of people, I bought a car during this pandemic. I used to take Uber all the time. I don’t take Uber anymore. Do you think the idea of the end of car ownership is still something that is actually possible? And how long will this pandemic set us back?

Most of the videos on Jordan’s channel are concise and less than 10 minutes long. Yet, they contain so much relevant and current information that most machine learning practitioners would benefit from.

Machine Learning Can Detect Covid-19 In Less Than Five Minutes! Information and takeaways from research developments aimed at rapid coronavirus detection.towardsdatascience.com

While Full-Screen editing in JupyterLab looks great, I rarely use it as it hides browser tabs, which makes browsing the web difficult. Multiple screen setup might help to overcome this issue.

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w questions repository is a very popular one. With close to 37K stars on GitHub this is one of the more popular repositories on this list. This repository contains tons of interview questions in almost every programming language and framework.