Introducing JDoc: Team Conversation on Jupyter Notebooks

At ReviewNB, we already support Jupyter notebook visual diffs & reviews for GitHub commits/ pull requests.

Today we’re releasing JDoc, a simple way for teams to review notebooks on GitHub. You can open a notebook in your repository & start discussion under any notebook cell. Teammates watching this repository or participating in the conversation will be notified (via email) so they can chime-in and move the conversation forward. This workflow would be very useful for Data Science / ML teams to review each other’s work, ask clarifying questions & provide feedback directly on the notebook cell.

Why the new feature?

We offer notebook review functionality on a pull request which works great in many cases but falls short in some.

• Sometimes you don’t care about notebook diffs. E.g. I committed a new notebook with some ad-hoc analysis & would like to have someone on my team review it. Creating a pull request for the sake of review is a bit superfluous since there’s no diff for this file (newly added notebook) & there’s no merge-to-master workflow post review (ad-hoc analysis).
• Not every notebook user is proficient with Git/GitHub. Asking them to create feature branches and open pull requests can be a bit too much. With JDoc, the author just needs to commit the notebook to GitHub and it’s available for review.
• Sometimes you want to see all past discussion on a particular notebook & navigate to different version of the file. JDoc makes this easy with its notebook centric approach to peer reviews & version control.

#data-visualization #machine-learning #jupyter-notebook #github #data-science

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How to Install Microsoft Teams on Ubuntu 20.04

Microsoft Teams is a communication platform used for Chat, Calling, Meetings, and Collaboration. Generally, it is used by companies and individuals working on projects. However, Microsoft Teams is available for macOS, Windows, and Linux operating systems available now.

In this tutorial, we will show you how to install Microsoft Teams on Ubuntu 20.04 machine. By default, Microsoft Teams package is not available in the Ubuntu default repository. However we will show you 2 methods to install Teams by downloading the Debian package from their official website, or by adding the Microsoft repository.

Install Microsoft Teams on Ubuntu 20.04

1./ Install Microsoft Teams using Debian installer file

01- First, navigate to teams app downloads page and grab the Debian binary installer. You can simply obtain the URL and pull the binary using wget;

$ VERSION=1.3.00.5153
$ wget https://packages.microsoft.com/repos/ms-teams/pool/main/t/teams/teams_${VERSION}_amd64.deb

#linux #ubuntu #install microsoft teams on ubuntu #install teams ubuntu #microsoft teams #teams #teams download ubuntu #teams install ubuntu #ubuntu install microsoft teams #uninstall teams ubuntu

Rodrigo Senra - Jupyter Notebooks

Nosso convidado de hoje é diretor técnico na Work & Co, PhD em Ciências da Computação, já contribuiu com inúmeros projetos open source em Python, ajudou a fundar a Associação Python Brasil e já foi premiado com o Prêmio Dorneles Tremea por contribuições para a comunidade Python Brasil.

#alexandre oliva #anaconda #apache zeppelin #associação python brasil #azure notebooks #beakerx #binder #c++ #closure #colaboratory #donald knuth #fernando pérez #fortran #graphql #guido van rossum #ipython #java #javascript #json #jupyter kenels #jupyter notebooks #jupyterhub #jupyterlab #latex #lisp #literate programming #lua #matlab #perl #cinerdia #prêmio dorneles tremea #python #r #rodrigo senra #scala #spark notebook #tcl #typescript #zope

Introducing JDoc: Team Conversation on Jupyter Notebooks

At ReviewNB, we already support Jupyter notebook visual diffs & reviews for GitHub commits/ pull requests.

Today we’re releasing JDoc, a simple way for teams to review notebooks on GitHub. You can open a notebook in your repository & start discussion under any notebook cell. Teammates watching this repository or participating in the conversation will be notified (via email) so they can chime-in and move the conversation forward. This workflow would be very useful for Data Science / ML teams to review each other’s work, ask clarifying questions & provide feedback directly on the notebook cell.

Why the new feature?

We offer notebook review functionality on a pull request which works great in many cases but falls short in some.

• Sometimes you don’t care about notebook diffs. E.g. I committed a new notebook with some ad-hoc analysis & would like to have someone on my team review it. Creating a pull request for the sake of review is a bit superfluous since there’s no diff for this file (newly added notebook) & there’s no merge-to-master workflow post review (ad-hoc analysis).
• Not every notebook user is proficient with Git/GitHub. Asking them to create feature branches and open pull requests can be a bit too much. With JDoc, the author just needs to commit the notebook to GitHub and it’s available for review.
• Sometimes you want to see all past discussion on a particular notebook & navigate to different version of the file. JDoc makes this easy with its notebook centric approach to peer reviews & version control.

#data-visualization #machine-learning #jupyter-notebook #github #data-science

How To Hire Dedicated Software Development Team

We all have been agreeing that we need to take the help of top talent to fulfill the requirements of our complex tasks at some business point. Sometimes, your in-housing team fails to match client’s requirements, or we can say market needs. At that moment, you need to take one step forward and hire dedicated software development team to match the client’s requirements and market trends. Before going ahead, take a look at the dedicated development team model.

When you are going to do a partnership with a software development company, a dedicated software development team is one method. On the other hand, fixed price and time are other models. Every model has its uniqueness, benefits, and drawbacks. Let’s talk about a dedicated development team.

When clients look for a dedicated team for software development, they want to hire a team of developers to fulfill the tasks of the complex project. That team of developers collaborates with the in-housing squad, although they work remotely. They take responsibility for the project and try to make the project successful. They dedicate themselves to match all requirements of the project in the market or the latest trends.

Dedicated software development team - Talents

• Backend and frontend developers
• Project manager
• Business analysts
• DevOps
• UX/UI designers
• Quality assurance engineers

When hiring a development team is a Good Choice?

• When you have some complex project, and the in-housing team is inexperienced.

• When you don’t have a resource of the dedicated web development team to match the complexity of your projects.

• When you want to take your business to the next level in terms of client satisfaction and expertise.

• When you have multiple projects aligned with the same deadlines, a software development dedicated team is an excellent choice to go with.

• When you don’t have enough time to hire a team of developers for your in-house.

• When you expand your business with a dedicated software development team, they take care of your specific needs and reach out to all the possible and desired objectives.

Benefits of outsourcing a dedicated team

Because of the following reasons, you need to hire development teams for your business.

Cost-effectiveness
When looking for a dedicated development team for hire, you do not require to spend your valuable time hiring IT specialists individually and forming a team. You also not needed to build an infrastructure for them. They will work remotely with their resources, so there is no additional cost. They can start working on your project by the time you hire dedicated team, and there is no delay or settlement needed.

Focus on the projec

The software dedicated development team you hire does the work for only your project during the set time period. So, their full focus is solely on your project.
You can also check the work process and get updates regarding your project regularly. This collaboration takes your project to the next level and provides the best satisfaction to the clients.

Flexible approach

A dedicated development team is the best choice for large-scale projects. It gives you one benefit: if you require more developers between the projects or want to cut down your team size, you can do it. Dedicated developers are very flexible; they take any issues and react to get the best output accordingly.

Maximum effect and speed

They understand your business goals and understand the importance of matching deadlines. They keep track of work progress, so they can give you the reports of completed tasks and future outlines if you ask. You will get maximum efficiency and high speed with a dedicated team for software development.

After knowing the advantages of developers outsourcing dedicated teams, we are now going to look at how to hire dedicated software development team.

How to hire dedicated software development team?

Hire a development team for your organization is a stressful task for organizations as you need to focus on several factors. I know it is a crucial task for your organization, but stress, you do not need to think about. A few ways are available to hire a dedicated software development team for your organization, like finding them from Google organic search or B2B portals.

Narrowing down your search, and select partner through:

• Google top 10 result
• B2B portal (Clutch)
• Freelance workplaces (Upwork)
• StackOverflow
• GitHub

How to Set-up, a dedicated software development team?

After choosing your offshore partner, now it’s time to follow the process for setting up your dedicated development team.

Well-defined business objectives are needed.

You need to explain all your business requirements, including the deadline and desired workflow you wanted, development team size, and type of expertise you require.

**Assembling the team **

Individual hiring can take one or more months, but with a dedicated team model, you bring your team to your work within one week.

Talent selection

After finding a dedicated team, selected the best-qualified team for your project with factors like expertise, efficiency, tech skill, English fluency, and other aspects of your project.

Integrating the team

After selecting the team based on your skills requirements, the group joins the project in progress quickly. Now, we can say business owners take the best step to get a business boost soon in the market.

Criteria that you need to look at while hiring a dedicated team.

With this model, you hire a development team and start working on your project like your in-housing team. For making any product successful, you must have to look for the right developers and team members. Here we will look at a few criteria you need to keep in mind while hiring a dedicated development team.

Portfolio: Take note that whether the team you are hiring is proved the portfolio or not

Reviews: Take a look at the reviews of that dedicated team.

Skillset: Make sure the dedicated team matches all the skills you require.

Language: Take note that the dedicated team has a good command of language.

Cost: Make sure the decided price is not beyond your budget.

The number of members: Based on your project deadline, decide the number of developers you require.

Wrapping Up

Being a business person, everyone wants the best for their business. No one wants their business to perform poorly and not be able to fulfill the market requirements. If your business is going in the wrong direction, it is time for you to call a dedicated team to lift your business up.

#dedicated software development team #hire dedicated software development team #software development dedicated team #dedicated team for software development #hire dedicated development team #hire development team

Get started with Jupyter Notebook

Jupyter Notebook is an online computational notebook that allows you to combine code, comments, media, and visualizations in interactive documents. It has quickly become one of the most popular online computational notebooks, used by top companies such as Google, Microsoft, and NASA. Today, we’re going to explore Jupyter Notebooks and discuss their benefits and how to get started.

We’ll cover:

• What is Jupyter Notebook?
• Why use Jupyter Notebook?
• Get started with Jupyter
• Create a new notebook
• Add content to your notebook
• Share your notebook
• What to learn next

#jupyter #python #jupyter-notebook