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⚡️ 10 Ways to Speed Up Your Python Code ⚡️ 1. List Comprehensions numbers = [x**2 for x in range(100000) if x % 2 == 0] instead of = [] for x in range(100000): if x % 2 == 0: numbers.append(x**2) 2. Use the Built-In Functions Many of Python’s built-in functions are written in C, which makes them much faster than a pure python solution. 3. Function Calls Are Expensive Function calls are expensive in Python. While it is often good practice to separate code into functions, there are times where you should be cautious about calling functions from inside of a loop. It is better to iterate inside a function than to iterate and call a function each iteration. 4. Lazy Module Importing If you want to use the time.sleep() function in your code, you don't necessarily need to import the entire time package. Instead, you can just do from time import sleep and avoid the overhead of loading basically everything. 5. Take Advantage of Numpy Numpy is a highly optimized library built with C. It is almost always faster to offload complex math to Numpy rather than relying on the Python interpreter. 6. Try Multiprocessing Multiprocessing can bring large performance increases to a Python script, but it can be difficult to implement properly compared to other methods mentioned in this post. 7. Be Careful with Bulky Libraries One of the advantages Python has over other programming languages is the rich selection of third-party libraries available to developers. But, what we may not always consider is the size of the library we are using as a dependency, which could actually decrease the performance of your Python code. 8. Avoid Global Variables Python is slightly faster at retrieving local variables than global ones. It is simply best to avoid global variables when possible. 9. Try Multiple Solutions Being able to solve a problem in multiple ways is nice. But, there is often a solution that is faster than the rest and sometimes it comes down to just using a different method or data structure. 10. Think About Your Data Structures Searching a dictionary or set is insanely fast, but lists take time proportional to the length of the list. However, sets and dictionaries do not maintain order. If you care about the order of your data, you can’t make use of dictionaries or sets. 🔗Source ━━━━━━━━━━━━━ Share nd support 🤟😉 @new_everything_free 😘

Can you fit a whole game into a QR code? https://youtu.be/ExwqNreocpg

📁 Full description Ever feel like you're in a rut? Most people have experienced a rut, whether it manifests as a lack of ideas, follow-through, or enthusiasm. Sometimes it's just boredom that comes with routine. Stefan Mumaw designed this course to help you identify the type of rut you're in and its cause, and then break out of it with a series of short-, mid-, and long-term creative nudges. From techniques to get you thinking alternatively to life-changing educational opportunities, the course serves to bust every creative rut, with actionable ideas and encouragement designed to get you back on the path to success. The course is designed to be something you can return to every time you feel stuck on a project or stalled in your career. Come back anytime you need help taking a creative leap forward.

🔰 Breaking Out of a Rut 🎟2014-05-07 • ⏱31m • 💡Beginner 🗣 Stefan Mumaw Learn how to break out of rut. Discover rut-busting techniques that give you the nudge you need to start moving again. 📦 Topics: Career Management LinkedIn Learning

📁 Full description Excel, the popular spreadsheet program from Microsoft, is an essential tool for many professional roles. In this course, Jess Stratton shows you the ins and outs of the 2021 release. Jess begins with how to navigate Excel and how to create, open, and save a file. Next, she shows you how to enter, format, autofill, and edit text, as well as how to copy and delete cell data, merge cells, and more. Jess explains how to work with sheets, then dives into the myriad adjustments and customizations you can apply to rows and columns. Formulas are at the heart of Excel’s ability to perform text or number calculations, so Jess concludes by walking you through formulas and functions, including AutoSum and the very useful XLOOKUP.

🔰 Excel 2021 Essential Training (Office 2021/LTSC) 🎟2021-09-16 • ⏱1h 17m • 💡Beginner + Intermediate 🗣 Jess Stratton Get up to speed with Excel 2021, the newest version of Microsoft's popular spreadsheet program. 📦 Topics: Microsoft Excel LinkedIn Learning

📁 Full description Get started with Camtasia 2020, a complete elearning and screencast creation suite that allows you to capture and edit video, create interactive experiences, and publish elearning assets. In this course, Chris Mattia takes you through the basics of creating compelling video content with this go-to tool. He steps through how to create software-based training and slides-based training, as well as edit video footage and audio. He also shows how to refine your projects with annotations and transitions and back up and share projects. Plus, get tips for more successful recordings, from using a teleprompter app to handling mistakes like a pro.This course was created by Chris Mattia. We are pleased to offer this training in our library.

🔰 Camtasia 2020 Essential Training: The Basics 🎟2020-06-29 • ⏱2h 46m • 💡Beginner 🗣 Chris Mattia Learn how to create engaging video presentations and elearning content with this popular screen capture software. 📦 Topics: Camtasia, Screencasting, E-Learning LinkedIn Learning

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