Download Jupyter Notebook Windows Python

Sofiotheque - Astuces: We will see a little I m going to show you something else so in the cells we can put code but also we can put brand gives what we call brand gives here to put morning that I m going there so in the eu instead of codes I clicked him on mark gives then there is also a keyboard shortcut to do that faster we see here between and it disappeared we could the word enter so that means we dont is not sure of the code we are sure of a brand gives then what is the use of the brand gives it will help you to be able to write in your notebook here is as its name indicates a notebook is a hardware store a notebook so we will not just want to execute er dan s code at the bottom potentially also being able to write things it is very useful when we do.
Data analysis to be able to put notes on it remember things and then often the end will be to give our work to someone someone else so maybe a client maybe a colleague so it is very important to know how to use their data we can simply write text in them so here I am going to write very simple text simple text their the same I them execute here it gives me an output simply text but there is better here I am going to redo a cell gives me I can also put titles so the small ones just have to write a hash followed by a space the space is important and then I can m title then title 1 then if I put two diez it is a title that will also be displayed but a little smaller 3 diez the same one more title but still a little bit smaller is like that in fact it does a hierarchy e okay you may have the main title of your document then then the main parts and subtitles for each part of your document here is so if I execute this is what it gives me so not inside that.
I can put tech I can do a lot of things here what I show you in hand gives it is not at all exhaustive there are plenty of ways to write brand gives and format your notebook I will put you a link to allow you to practice with a mark in a more elaborate way in the description one last thing that I wanted to show you because it can be a little long each time having to write the names of the variables so for example my variable it can to take a little long to write it there is an autocompletion on jupiter I will show it to you right away so just copy and paste it a little code then that is it then I will do I will show you this code there so I will put it for you also in the description I wanted to copy paste it more simply rather than looking at my screen and trying to decipher this case on it in fact this is a small code that we will put once a good time for any gift you do at the beginning when you have just downloaded an anaconda jupiter notebook you run it here it will run after we do not have to leave it this cell the dance.

We dance we note book we will remove it so see here you can cut the cells select your ca will delete the same the buttons here cut copy paste it can be very practical and now that we have done the back completion will start by writing for example my variable and instead of going to the end we are going to press the tab key and that is when I press the sion key I have a choice so that means he gives me a choice so is what I write max is what I write map what i write my variable when i ls have organized this is what is selected and I select what I then here I will select my variable I click on enter and finally see it describe my variable in full with auto completion I save a little bit of time c it was he who wrote it to me in my place one thing I dont know that I wanted to show you is how to do an exploit because so this little file is well interpreted by jupiter notebook but if you want to send it to someone one you may want to make an exploit so that they can simply read it here we go to file in file then we can go to download has and there you have plenty of possible output formats so the very nice format that everyone can read it is the pdf sometimes it even happens it is quite often quite frequent according to him othe brand that you used that the export in pdf does not happen very well me what I advise you to do is pl we soon export it in html because the html dots everyone can read them too you just need a browser including an internet browser anywhere safari firefox chrome internet explorer etc generally you always have an internet browser on your computer and often the html files of the notebooks have less problems of display at the graphic level here it is displayed as.
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SaferTech Apprenez la Data Science avec Python !:

if you had your notebook in front of the places I advise you rather to export in html because there are much less problems with this format there a last point on the keyboard shortcuts in this video where we had some keyboard shortcuts if you are looking for all the keyboard shortcuts available for jupiter notebook it is very simple you have to go here there on helpe so on ed and then here you will click on keyboard shortcut and here you have access to all of your keyboard shortcuts I advise you to learn the main ones in any case the ones we use quite often because it will save you time you will see by using the keyboard shortcuts that you'll lose the world as much as with your mouse it's sometimes a little complicated to get used to at first but believe me game is well worth it a few minutes saved a day when it's your daily job it makes all the difference here are the shortcuts I use the most be careful they can be a little different on windows and linux so take a good look at the page dead commands is this to keep but modifications escape f to search for a word in the page option entries to run the cell i'm in and place my cursor on the next one it's your turn now find a shortcut that will run the 'set of cells in your notebook obviously thrown show the tools commonly used by the dates to his list but there are many others depending on their rs habits the data scientist does not necessarily always use his hosts he personally in addition to jupiter I quite frequently use the at-on text editor which is open source i.e. it is free I have one customize a little bit over the years and I've had my work habits on it for a long time if you have more of this video I offer you 2 tabs on my channel and share it around you I'll meet you very soon to discover a new one google colada tool
Prix: 95 000 $.

Software Project Management it's Different

Sofiotheque - Astuces: Hello. I'm Jennifer Whitt, Director of Project Manager.com. Welcome to our white board session today on why Software Project Management is different. No matter what industry you talk with, the Project Managers think in their industry software or any kind of Project Management is different. Well, there are some idiosycrasies depending upon what industry. But today we want to focus on the software Project Management. And there are four key areas that we want to look at today. But I want to give a reminder that for any project, their project deliverables where they're still business deliverables still a product or service deliverable in this case software and also project management deliverables.
They like creating. They have their own process and definitely the analyticals have a different one. So recognizing the type of resources that you have on your project so you can managethem differently. Number three are the constraints and the risk. There are, and usually on software development projects there are different types of software that are occurring at the same time. There are operating systems that the applications are built on, there's firmware, there's application software itself and these contingent are critical software components constantly have new releases, new versions of the software or any kind of bugs or bug fixes that you constantly have to monitor and track because you don't want to build your application software on like an old operating system.
So keeping that in mind, these are the key four areas related to the product or the software deliverables. So number one the Process Methodology. So still we have the project management life cycle or process management groups in project life cycle like the initiating, planning, the monitoring and controlling and indicating and the closing and here is the bottom part where the process methodology could be different. Because it depends upon the type of software development that's ocurring. Some depending upon the software development or software being generated there's the traditional waterfall method, there is rapid application development method as well as an iterative web development and there are many more. But in this area depending upon what software is being generated, depends upon what process methodology is used. So this is where the change occurs.

So it's the software development life cycle, the project management process groups and life cycle is still the same because remember, we are producing the project management deliverables here and the product are the software deliverables here. The second area are the resources. In this case, the human resources, specifically the software developers. Depending upon what type of software is being created, there are the creative types, the right brain people and the analytical, the more left brain. Because depending upon what type of software could be more of an engineering type or it could be graphic design but regardless we have the right brain and left brain resources on our project so we manage them differently because the creatives have to have a creative outlet.
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SaferTech The process used in software development differs from traditional PM! :

And many times when this is occurring, the team and the project manager have to watch for the different types of software to make sure that they're staying in line with the current version or release. And the fourth area has to do with quality or metrics, measuring defects. So software projects are hard to measure sometimes because some organizations do not have a mechanism in place to track their defects so they don't know how to measure the success or the quality of the project. So the defects need a systematic way to measure and track the defects ocurring on the project so they can get those back in line. These are four key areas that we believe that software project management is different. So if you need a tool to help you manage your software project, then sign up for our software at ProjectManager.com
Prix: 95 000 $.

Office 365 Backup Solutions Comparison

Sofiotheque - Astuces: J'examine 5 scénarios de récupération courants dans lesquels vous pourriez avoir besoin d'une sauvegarde et j'explique ce qu'Office 365 peut faire pour vous. Ensuite, je vous donne mon avis, et la réponse de Microsoft.
As for me? I've got a backup. To see more content like this then check out one of these videos over here. Don't forget to let me know if you're backing up Office 365, and whether this video has changed or confirmed your opinion. If you liked this video, there'll be another one up in a couple of weeks' time; so don't forget to subscribe, and use the bell icon if you want to be notified. Thanks for watching, guys. See you next time!
Data corruption isn't a planned change, so there'll be no copy made. Microsoft do actually take backups of SharePoint Online, but it's more for their purposes than yours. But, if you notice a problem and you get ticket in quickly enough they can restore back within the last 14 days. They can only restore an entire site collection. They can't restore individual files; but if you're really in a pinch that, might be useful to know. My thoughts then. Do you need to back up Office 365? Well, I can't tell you how much value to place on your data - that's up to you. What I will say, is that if you value the data you're putting in Office 365, then "yes" you should back it up. If you don't then you're accepting some level of risk that you might lose that data. Less so than with an on-premises environment, granted, but there is still risk. Office 365 provides some pretty decent data retention services. .

These are not the same as data recovery services. All of that data is stored in the live environment. Replicas don't count either. By definition they replicate changes - good or bad. You need a separate, offline, point-in-time copy that you can recover from. That same argument works in reverse, by the way. A retention system is not a backup, and a backup is not a retention system. If I receive an email and delete it straight away, that's not going to show in a backup. If I change a file five times between backup windows, you're not going to see that version history in the backup. If you need to record all of the changes that happen, you need to use the retention options. It's about using the right tool for the job. As it stands there are several scenarios where your data could be unrecoverable without a backup, and that's why I think you should have one. If you're not convinced yet, let me try one last thing to persuade you. Let's look at the Microsoft Services Agreement. This is what you've agreed to by using Office 365. .
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SaferTech :

I'm reading from the current version at the time of recording, which was published in the 1st of July 2019 and became effective on the 30th of August 2019. There's a link in the description. Scroll to paragraph 6B if you want to read along. "We strive to keep the Services up and running; however, all online services suffer occasional disruptions and outages, and Microsoft is not liable for any disruption or loss you may suffer as a result. In the event of an outage, you may not be able to retrieve Your Content or Data that you've stored. We recommend that you regularly backup Your Content and Data that you store on the Services or Store using Third-Party Apps and Services." There you have it. Microsoft themselves say that if you use Office 365 you should use a third-party backup service. If you don't, they've made it very clear that the risk lies with you, not with them. If you're comfortable with that risk, that's your decision.
Prix: 95 000 $.

Download Kubectl

Sofiotheque - Astuces: when you have large applications deployed with tens of thousands of containers that's that's not a practical approach so you can build your own scripts and and that will help you tackle these issues to some extent container orchestration is just a solution for that it is a solution that consists of a set of tools and scripts that can help host containers in a production environment.
typically a container orchestration solution consists of multiple docker hosts that can host containers that way even if one fails the application is still accessible through the others the container orchestration solution easily allows you to deploy hundreds or thousands of instances of your application the single command this is a command used for docker swarm some orchestration solutions can help you automatically scale up the number of instances when users increase and scale down the number of instances when the demand decreases some solutions can even help you in automatically adding additional hosts.
To support the user load and not just clustering and scaling the container orchestration solutions also provide support for advanced networking between these containers across different hosts as well as load balancing user requests across different house they also provide support for sharing storage between the house as well as support for configuration management and security within the cluster there are multiple container orchestration solutions available today docker has docker swamp kubernetes from Google and mezzo mezz from patchy well docker swamp is really easy to set up and get started it lacks some of the advanced auto scaling features required for complex production grade applications mezzos on the other hand is quite difficult to set up and get started but supports many advanced features kubernetes arguably the most popular of it all is a bit difficult to set up and get started but provides a lot of options to customize deployments and has support for many different vendors kubernetes is now supported on all public cloud service providers like GCP azure and AWS .

And the kubernetes project is one of the top-ranked projects on github with docker you were able to run a single instance of an application using the docker CLI by running the docker run command which is great running an application has never been so easy before with kubernetes using the kubernetes CLI known as cube control you can run a thousand instance of the same application with a single command kubernetes can scale it up to 2,000 with another command kubernetes can be even configured to do this automatically so that instances and the infrastructure itself can scale up and down the user load kubernetes can upgrade these 2000 instances of the application in a rolling upgrade fashion one at a time with a single command if something goes wrong it can help you roll back these images will single command kubernetes can help you test new features of your application by only upgrading a percentage of these instances through a be testing methods the kubernetes open architecture provides support for many many different network and storage vendors any network or storage brand.
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SaferTech :

We will now get a brief introduction to basic kubernetes concepts with docker you can run a single instance of the application with a simple docker run command in this case to run a node.js based application your only docker run nodejs command but that's just one instance of your application on one docker host what happens when the number of users increase and that instance is no longer able to handle the load you deploy additional instance of your application by running the docker run command multiple times so that's something you have to do yourself you have to keep a close watch on the load and performance of your application and deploy additional instances yourself and not just that you have to keep a close watch on the health of these applications and if a container was to fail you should be able to detect that and run the docker run command again to deploy another instance of that application what about the health of the docker host itself what if the host crashes and is inaccessible the containers hosted on that host become inaccessible too so what do you do in order to solve these issues you will need a dedicated engineer who can sit and monitor the state performance and health of the containers and take necessary actions to remediate the situation.
Prix: 95 000 $.
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