Jul 20, 2017  OS has no bearing on data science. What you want to do, however is important for that choice. R and Python both work well on both machines. If you are fan of command line or come from a Linux or unix background, macOS will charm you. If you howeve. Unlock the logic of code and the basics of programming. Through coding, students build essential literacy skills, gain an understanding of logic and sequence, and learn the mechanics of iteration. These apps are great to teach coding and programming for beginners, and a lot of them are free!

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• Python Programming On Mac

Python is used in many application domains. Here'sa sampling.

• The Python Package Index liststhousands of third party modules for Python.

Python offers many choices for web development:

• Frameworks such as Django and Pyramid.
• Micro-frameworks such as Flask and Bottle.
• Advanced content management systems such as Plone and django CMS.

Python's standard library supports many Internet protocols:

• E-mail processing.
• Support for FTP,IMAP, andother Internet protocols.
• Easy-to-use socket interface.

And the Package Index has yet more libraries:

• Requests, a powerfulHTTP client library.
• BeautifulSoup,an HTML parser that can handle all sorts of oddball HTML.
• Feedparser for parsingRSS/Atom feeds.
• Paramiko, implementingthe SSH2 protocol.
• Twisted Python, a framework forasynchronous network programming.

Python is widely used in scientific and numeric computing:

• SciPy is a collection of packages for mathematics,science, and engineering.
• Pandas is a data analysis andmodeling library.
• IPython is a powerful interactive shell thatfeatures easy editing and recording of a work session, andsupports visualizations and parallel computing.
• The Software Carpentry Course teachesbasic skills for scientific computing, running bootcamps and providingopen-access teaching materials.

Python is a superb language for teaching programming, both at the introductorylevel and in more advanced courses.

• Books such as How to Think Like a Computer Scientist,Python Programming: An Introduction to Computer Science, andPractical Programming.
• The Education Special Interest Groupis a good place to discuss teaching issues.

The Tk GUI libraryis included with most binary distributions of Python.

Some toolkits that are usable on several platforms are availableseparately:

• Kivy, for writing multitouch applications.
• Qt via pyqt or pyside

Platform-specific toolkits are also available:

• Microsoft Foundation Classes through the win32 extensions

Python is often used as a support language for software developers,for build control and management, testing, and in many other ways.

• SCons for build control.
• Buildbot and Apache Gump for automated continuous compilation and testing.
• Roundup or Trac for bug tracking and project management.

Python is also used to build ERP and e-commerce systems:

• Odoo is an all-in-one management software that offersa range of business applications that form a complete suite of enterprise managementapplications.
• Tryton is a three-tier high-level general purpose application platform.

Learn serious code. In a seriously fun way.

Apps For Coding In Python On Mac Free

Swift Playgrounds is a revolutionary app for iPad and Mac that makes learning Swift interactive and fun. It requires no coding knowledge, so it’s perfect for students just starting out. Solve puzzles to master the basics using Swift — a powerful programming language created by Apple and used by the pros to build today’s most popular apps. Then take on a series of challenges and step up to more advanced playgrounds designed by Apple and other leading developers.

Robots and drones await your commands.
Now you can make robots do incredible things with code you write yourself. Learn to program connected devices like the Sphero SPRK+, LEGO® MINDSTORMS® EV3, and drones by Parrot, and watch them come alive right before your eyes.

Real Swift code.
Real simple. Real playful.

Learning to code with Swift Playgrounds is incredibly engaging. The app comes with a complete set of Apple-designed lessons. Play your way through the basics in “Fundamentals of Swift” using real code to guide a character through a 3D world. Then move on to more advanced concepts.

What you see is what you code: Create code on the left side of your screen and instantly see the results on the right — with just a tap.

Conquer levels, puzzles, and coding concepts.

Starting with the “Fundamentals of Swift” lesson, you’ll tackle goals using the same code professional developers use every day. As you move along, more advanced concepts come into play. You’ll continually build on what you’ve learned and create even more complex code.

Fundamentals of Swift.

You’ll start out by learning the important concepts you need to understand code.

• Commands

• Functions

• Loops

• Parameters

• Conditional Code

• Variables

• Operators

• Types

• Initialization

• Bug Fixing

Master the basics,
then step up to more challenges.

In addition to the built-in library of lessons, Swift Playgrounds includes a collection of extra challenges — with new ones added over time. Go deeper on a topic you’ve already studied or try your hand at something new. You’re not just building fun creations, you’re building your skills, too.

A big world of playgrounds from a big community of developers.

Discover dozens of channels with fun new challenges created by leading developers and publishers. Subscribe to your favorites and you’ll receive their latest creations right in the app. Now there are no bounds to your playgrounds.

A new way to create code.
On the best device for learning.

Easily drag braces around code, wrap existing code in a loop, or choose from dozens of drag-and-drop snippets included in Swift Playgrounds — right from your iPad or Mac. Take full advantage of powerful Multi-Touch, multitasking, and split view capabilities on iPad. Also, enjoy the view from your Mac. The larger screen makes room for a new sidebar with a complete table of contents and quick access to other Swift files. Just tap, drag, or type text and numbers. Then interact with what you’ve created.

QuickType and coding keyboard.

Apps For Coding In Python On Mac Pdf

Write an entire line of code with just a tap. With QuickType for code, the Shortcut Bar automatically and intelligently suggests commands as you go. When typing is the best option, iPad has an innovative keyboard designed for coding. Simply touch a key to access multiple characters, then drag to choose the one you want. Experience similar code suggestions on Mac, which comes with even more help to complete your code.

Snippets Library.

Quickly drag commonly used pieces of code from the Snippets Library to minimize typing.

Touch to edit.

Conveniently drag the boundaries of a statement around existing code.

Help is just a tap away.

If you come across a command that’s hard to understand, simply tap it and hold. A menu of options will appear. Choose the most relevant one and get the answer you need.

Jump-start your creativity with Starting Points.

Use what you’ve learned to create something brand new. With Starting Points, you can get a head start on more advanced coding, add multiple files to your playground at once, and use iPad features such as Multi-Touch interactions, accelerometer, and gyroscope. Personalize your project by adding graphics, audio, and more. Then easily share with friends, family, or the world. Students can also share code with classmates when teachers use Starting Points to create lessons.

Explore your creations in full screen.

Immerse yourself by using the vivid Retina displays of iPad or Mac. Simply tap the center divider, then drag to view your code or live project on the full screen. You can also customize built-in games like Battleship and Brick Breaker, then immerse yourself by letting them take up the whole screen.

See your code crawl, roll, or fly through the sky.

Watch your code spring to life by programming real robots, musical instruments, and drones. The Accessories channel is filled with engaging playgrounds that let you configure and control popular educational toys like LEGO® MINDSTORMS® EV3. And that’s just the beginning.

Sphero playgrounds let you guide this spherical robot through tricky courses, accelerate over jumps, and change colors.

Run Python On Mac

Dash playgrounds challenge you to make it sing, dance and respond to sensor inputs to react to their environment.

MeeBot playgrounds guide you through coding Jimu Robot Meebot’s six robotic servo motors to make him move in lifelike ways. Or even dance.

Tello EDU playgrounds let you command multiple Tello drones to fly in a swarm, perform flips and other acrobatic movements, and push the limits of your creativity.

Explore robots, drones, and many other connected devices that support Swift Playgrounds.

Python Programming On Mac