Learn Windows
Lutgarda Briseno
Install the version of scikit-learn provided by youroperating system or Python distribution.This is a quick option for those who have operating systems or Pythondistributions that distribute scikit-learn.It might not provide the latest release version.
If you have not installed NumPy or SciPy yet, you can also install these usingconda or pip. When using pip, please ensure that binary wheels are used,and NumPy and SciPy are not recompiled from source, which can happen when usingparticular configurations of operating system and hardware (such as Linux ona Raspberry Pi).
Scikit-learn plotting capabilities (i.e., functions starting with plot_and classes ending with Display) require Matplotlib. The examples requireMatplotlib and some examples require scikit-image, pandas, or seaborn. Theminimum version of scikit-learn dependencies are listed below along with itspurpose.
The Debian/Ubuntu package is split in three different packages calledpython3-sklearn (python modules), python3-sklearn-lib (low-levelimplementations and bindings), python3-sklearn-doc (documentation).Note that scikit-learn requires Python 3, hence the need to use the python3-suffixed package names.Packages can be installed using apt-get:
Compatibility with the standard scikit-learn solvers is checked by running thefull scikit-learn test suite via automated continuous integration as reportedon intel/scikit-learn-intelex. If you observe any issuewith scikit-learn-intelex, please report the issue on theirissue tracker.
It can happen that pip fails to install packages when reaching the default pathsize limit of Windows if Python is installed in a nested location such as theAppData folder structure under the user home directory, for instance:
This documentation provides resources to learn how to use the Windows shell(cmd program),which provides an interactive command line environment and ability to automate tasks with batch files.The term "batch file" is used rather than "shell script", which is typically used with Linux,because of the Windows convention to name files with .bat file extension.See also batch files on Wikipedia.
Particular care has been taken in this documentation to explain the Window shell and batchfiles for programmers that may be familiar with Linux shell scripting.In some cases, it may make sense to call a Linux shell script from a Windows batch file,for example if programming equivalent functionality in a batch file is challenging.See the following resources:
Windows batch files are useful for memorializing processing workflows and automating repetitive tasks on Windows computers.The Windows command shell program has been available on many generations of personal computers andprevious to Windows was used on MS-DOS operating system.Consequently, the functionality of the cmd program and batch file syntaxare influenced by this long history and need to support running old batch files.Additionally, new functionality has been added over time.The combination of old and new functionality can lead to confusion determining the best approachwhen creating batch files.
The alternative to batch files on Windows isPowerShell scripts,which are not discussed in this documentation except when comparison is enlightening.PowerShell is primarily used on servers and often requires special authentication,whereas batch files are prevalent on desktop computers for typical users and tasks.
Using a Linux shell on Windows computers is another alternative(see links to Linux and Cygwin learning resources above).However, in many cases, using batch files on Windows is preferred or is required,for example when Linux shells software is not installed.
More advanced programming can be performed with other languages.Python is recommended given its ease of use, popularity, and functionality.However, even when a programming language could be used to write a software program,the shell program is still useful for ad hoc tasks and tasks thatintegrate closely with the Windows operating system.
The Open Water Foundation is a nonprofit social enterprise that focuseson developing and supporting open source software for water resources,so that organizations can make better decisions about water.OWF also works to advance open data tools and implementation.OWF has created this documentation to educate its staff, collaborators, and clients that use Linux shells.
The documentation is organized in order of information and tasks necessary to create and use cmd program batch files,including learning about batch file programming, useful commands, and useful script examples.
This documentation is not intended to be a full reference for Windows shell but focuses on topics thatwill help understand important technical concepts and be successful with Windows shell.See the Resources section for general information.
Use the navigation menu provided on the left side of the page to navigate the documentation sections within the full document.Use the navigation menu provided on the right side of the page to navigate the documentation sections with a page.The navigation menus may not be displayed if the web browser window is narrow or if viewing on a mobile device,in which case look for a menu icon to access the menus.Use the search feature to find documentation matching search words.
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- [Instructor] Windows 10 is an Operating System. It's the core software on most PC computers. It's the foundation that supports the interface and file storage and the platform for launching and using applications. In a way, you can think of it as the personality of your computer, or the language you use to interact with it. My LinkedIn learning course on Windows 10 will take the big topic of learning Windows 10 and break it into lots of smaller topics to help you get familiar with the ins and outs of the most popular PC Operating System. If you are a novice computer user, this course can get you started with Windows. And if you've used Windows in the past, this course can help you get caught up with the newest version. I'm Nick Brazzi and I invite you to join me in my course as we take a comprehensive tour of the core functions in Windows 10.
Download and install the latest version of Visual Studio to get started. Visual Studio is free for learning and individual use. You can save installation time and disk space by selecting just the components needed. You can incrementally add more components later at any time as needed.
Get more done with your AI pair programmer. Stay in your flow and complete tasks faster with the help of multi-line suggestions prompted by your code and code comments. Start conversations to ask and receive answers to coding-related questions with GitHub Copilot Chat.
Visual Studio provides a first-class built-in Git and GitHub experience. Features like authentication, cloning, and creating new repositories are built into Visual Studio making it very easy to get started with Git and GitHub. You no longer need to rely on external tools to manage your source control nor need to be a Git expert to be able to utilize Git and GitHub in Visual Studio.
If your windows are in good condition, taking steps to improve their efficiency may be the most cost-effective option to increase the comfort of your home and save money on energy costs. There are several things you can do to improve the efficiency of your existing windows:
First look for the ENERGY STAR label when buying new windows. Then review ratings on the energy performance label from the National Fenestration Rating Council (NFRC) to find the most efficient windows for your needs.
At Microsoft's AI event in September, the company unveiled Copilot, an "AI companion" that can accomplish all sorts of tasks with a simple ask. Launching Nov. 1, this includes enabling dark mode, summarizing documents or removing backgrounds in images, all without knowing specific hotkeys or complicated steps. In demos, Microsoft said the goal is to turn every Windows 11 user into a power user. This means using the same language comprehension tech powering ChatGPT to accomplish tasks automatically. In one sense, it could mean the era of having to learn Windows is coming to an end.
The new direction for Windows is an about-face for Microsoft, the company that created the world's most popular operating system, first launched in 1985. Windows's graphical user interface has been centered on windows and file structures, largely sticking to that formula for nearly 40 years. But as Google popularized online search, using keywords to find answers, that philosophy too trickled down into operating systems. By 2006, Windows Vista had the ability to search for specific files and functions forgoing the need to have all your files neatly organized.
As AI chatbots like ChatGPT changed how people access information, Microsoft was quick to make its mark. The company upped its investment into OpenAI, the creators of ChatGPT, earlier this year and added generative AI capabilities to its Bing search engine. Google and Apple too have been integrating more AI elements into their apps and operating systems, as have many other companies. As AI proliferates, with even the CIA making its own AI to compete with China, it's expected to upend entire markets. Generative AI is estimated to add $4.4 trillion to the global economy.
At the moment, Copilot is still in the early stages and it doesn't mean Windows can be used intuitively without prior experience. Windows 11 with Copilot is still very much Windows, with the Start menu, individual programs and other keyboard shortcuts in play. Still, Copilot is that first step toward making computing more human-friendly, but it may require its own knowledge base.
The power of Copilot comes not only in its ability to handle Windows settings but also being able to work between different applications automatically. For example, when copying a block of text from a long article on Edge, Windows' built-in web browser, Copilot will appear and can instantly summarize it. Or importing a Word document into PowerPoint can automatically create a slideshow presentation, packed with images and presenter notes.
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