Python 3.11 — new features and improvements
A quick look at recently released python 3.11 features
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Author: Deep Learner
How to Get the First Match From a Python List or Iterable
At some point in your Python journey, you may need to find the first item that matches a certain criterion in a Python iterable, such as a list or dictionary. The simplest case is that you need to confirm that a particular item exists in the iterable. For example, you want to find a name in a list of names or a substring inside a string. In these cases, you’re best off using the in operator. However, there are many […]
Read moreResearch Focus: Week of October 24, 2022
Welcome to Research Focus, a new series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Meet the 2022 recipients of the Microsoft Research Global PhD Fellowship Microsoft is thrilled to announce the 2022 Microsoft Research Global PhD Fellows from around the world. The program aims to empower the next generation of computing-related research talent. Microsoft recognizes the value of diversity in computing and aims to increase the pipeline […]
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Why Attention is all you need: Why, When, What (Part 1)
“Computers are incredibly fast, accurate and stupid; humans are incredibly slow, inaccurate, and brilliant; together they are powerful beyond imagination.” Albert Einstein From detecting Spam emails to chatting with Bots messages through your favorite social media application, the use of Natural Language Processing (NLP) has been huge.
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Apply 100 ML Models with Hyperparameter tuning using 3 lines of code
Auto-sklearn library gives you the ability to apply bulk ML Models on your dataset along with changing and finding best hyperparameter for that model. The only disadvantage is that it is not available for windows users, but since I am also a windows user so to overcome this problem, I recommend you use google colab, Kaggle, or Docker. There you can easily install the auto-sklearn library.
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When should you upgrade to Python 3.11?
Python 3.11 is out now–but should you switch to it immediately? And if you shouldn’t upgrade just yet, when should you? The short answer is that, no, you probably don’t want to switch immediately; quite possibly you can’t switch immediately. To understand why, we need to consider Python packaging, the software development process, and take a look at the history of past releases. We can then make a guess about when Python 3.11 will actually be usable. The problems with […]
Read moreEnterprise conversational chatbot with RASA Open-source Framework — part: 1
a chatbot is a computer program that simulates and processes human conversation (either written or spoken), allowing humans to interact with digital devices as if they were communicating with a real person. Chatbots can be as simple as rudimentary programs that answer a simple query with a single-line response, or as sophisticated as digital assistants that learn and evolve to deliver increasing levels of personalization as they gather and process information.
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Getting started with Python
Photo by Christin
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Pywirt — Python Windows Incident Response Toolkit
Tested on Windows 10 operating system. This tool can be used in the Identification phase of the incident response process. At this stage, you can use SysInternals tools as well as use this tool.
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