Towards AI

DECEMBER 28, 2023

10+ Python packages for Natural Language Processing that you can’t miss, along with their corresponding code.Foto di Max Duzij su Unsplash Natural Language Processing is the field of Artificial Intelligence that involves text analysis. It stands as one of the most revered and recognized packages in Python, demonstrated by its impressive 12.6k

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FlowingData

JUNE 21, 2023

While Python remains the dominant choice amongst the data science community, with approximately 60% of developers using it in 2022, there are instances where R may pop up now and again. I mostly use R, but have always found it helpful to know some Python, especially when there’s some fun library to try.

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Python Data Science 75

FlowingData

JULY 11, 2023

They, along with Jonathan Taylor, just released an alternate version with applications in Python. So if Python is your thing, have at it. Tags: book , learning , Python An Introduction to Statistical Learning, with Applications in R by Gareth James, Daniela Witten, Trevor Hastie, and Rob Tibshirani was released in 2021.

Python 60

Python 60

Data Science Dojo

FEBRUARY 22, 2023

After some digging, I realized that I could use Docker to deploy custom Python web applications, which was perfect since I had neither the time nor the expertise to go through the “code” option on Azure. Requirements.txt: This file lists the Python libraries required for the source code to function properly.

Azure 370

Azure Python Machine Learning Machine Learning 370

Mlearning.ai

JULY 22, 2023

The UI of MakeSense The problem of such is the tons of clicks required to tag the whole dataset, while this platform also include an AI assited tagging, you can either use a model on roboflow, or provide your own model (which required a Tensorflow.js NET, Java and shell script.

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Python AWS Data Science AI 52

Mlearning.ai

AUGUST 24, 2023

NLTK (Natural Language Toolkit) is a Python library that provides various tools for working with human language data, including… Continue reading on MLearning.ai »

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Python ML ML Machine Learning 52

Becoming Human

JUNE 5, 2023

In this article, we will explore a Python project called “GitHub Topics Scraper,” which leverages web scraping to extract information from the GitHub topics page and retrieve repository names and details for each topic. It retrieves a list of BeautifulSoup Tag objects representing the topic title tags.

Python 59

Python Artificial Intelligence Artificial Intelligence Data Analysis 59

FlowingData

JUNE 17, 2021

Tags: Python , scraping. The initial overhead imposed by the framework should be as light as possible, providing benefits even for authors that do not wish to use every feature available to them. Although, without my dirty one-off scripts, what will I put in my tmp data folder?

Python 92

Python 92

IBM Data Science in Practice

FEBRUARY 5, 2023

We show how the new Watson Studio extension for VS Code makes it easy to connect to Python runtime environments within Cloud Pak for Data projects. Data scientists can work with Python and R, using a wide range of libraries. They can create release tags for operations staff or CI/CD pipelines to consume.

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Python Clustering Data Scientist Data Science 130

FlowingData

JANUARY 5, 2024

Instead, it turns out a few hundred lines of Python is genuinely enough to train a basic version! Tags: AI , Large Language Model , Simon Willison What matters most is the training data.

AI 98

AI AI Python 98

Data Science Dojo

AUGUST 4, 2023

Plus, we will provide a hands-on Docker tutorial for data science using Python scripts, running on Windows OS, and integrated with Visual Studio Code (VS Code). Inside the project directory, create a Python script (e.g., But that is not all! py) that contains your data science code. Let us suppose you have a file named code_1.py

Data Science 195

Data Science Python Data Scientist Machine Learning 195

Towards AI

JULY 18, 2023

There’s been a lot of hype these days about the possibility of running Python code inside web pages thanks to PyScript, a web component that injects into your web page a series of HTML tags where you can… well… run Python code.

Python 94

Python AI AI Data Science 94

Data Science Blog

FEBRUARY 21, 2023

In diesem Fall wäre Web Scraping mit Code wie etwa mit R oder Python eine Gelegenheit, mit der Sie Daten in eine verwendbare Form extrahieren können, die importiert werden kann. Wenn Sie Jupyter Notebook nicht installiert haben, können Sie es mit der online verfügbaren Anaconda Python-Distribution installieren.

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Python Data Science Data Engineering Data Engineer 147

Pickl AI

AUGUST 1, 2023

In this article, we will explore the concept of applied text mining in Python and how to do text mining in Python. Introduction to Applied Text Mining in Python Before going ahead, it is important to understand, What is Text Mining in Python? How To Do Text Mining in Python?

Data Analysis 52

Data Analysis Data Analysis Python Support Vector Machines 52

Dataconomy

JUNE 29, 2023

Python machine learning packages have emerged as the go-to choice for implementing and working with machine learning algorithms. Acquiring proficiency in Python has become essential for individuals aiming to excel in these domains. Why do you need Python machine learning packages?

Machine Learning 113

Machine Learning Machine Learning Deep Learning Deep Learning 113

AssemblyAI

FEBRUARY 1, 2024

Generate tags, titles, and descriptions from your audio data.   Read more>> How to Get YouTube Video Transcripts : Learn how to get the transcript of a YouTube video with this easy-to-follow Python tutorial.   Our LeMUR guides will show you how to: Summarize your audio data with key takeaways. 

Python 69

Python AI AI 69

Data Science Dojo

MAY 18, 2023

Introduction to Python for Data Science: This lecture introduces the tools and libraries used in Python for data science and engineering. Want to dive deep into Python? Check out our Introduction to Python for Data Science training – a perfect way to get started.

Data Science 195

Data Science AI AI SQL 195

FlowingData

OCTOBER 13, 2021

Check out the full results of Kobak and Shpilkin’s analysis in Python notebook form. Tags: cheating , Economist , election. I’m not familiar with Russian elections, but this seems like lazy cheating. Are they just making up numbers by hand or what?

Python 112

Python 112

Towards AI

DECEMBER 28, 2023

Later, Python gained momentum and surpassed all programming languages, including Java, in popularity around 2018–19. Major language models like GPT-3 and BERT often come with Python APIs, making it easy to integrate them into various applications. Expand your skillset by… courses.analyticsvidhya.com 2.

Natural Language Processing 111

Natural Language Processing Deep Learning Deep Learning Python 111

FlowingData

JULY 21, 2021

Tags: deep larning , Python , Sebastian Raschka. It’s split into 19 lessons over five parts: introduction, mathematical foundations, neural networks, deep learning for computer vision, and generative models. Might be useful, even if you just want to learn more about machine learning is.

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Deep Learning Deep Learning Machine Learning Machine Learning 81

Towards AI

FEBRUARY 18, 2024

Reading Data: Data was stored in.txt and to import it in python following Python code is used. In the function to extract names of people from sentences, the given sentence is tokenized into words before being tagged as Part of Speech using the pos_tag function defined in the nltk.tag library.

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Natural Language Processing Python AI AI 109

Towards AI

MARCH 3, 2024

From Code to Cloud: Building CI/CD Pipelines for Containerized Apps Photo by Simon Kadula on Unsplash Introduction U+1F516 Imagine yourself as a Data Scientist, leaning in over your keyboard, sculpting Python scripts that decode the mysteries hidden within your dataset. Build your Docker image using a Dockerfile. That’s a CD.

Data Science 108

Data Science Python Algorithm Azure 108

ODSC - Open Data Science

SEPTEMBER 12, 2023

A purpose-built time series database, on the other hand, can easily maintain this type of metadata in the form of tags or labels associated with each time series. And retrieving data is straightforward with a query language like SQL where you can filter by value, tag, time range, and more.

Data Scientist 97

Data Scientist Database Data Lakes Data Science 97

phData

OCTOBER 23, 2023

Alternatively, this can also be accomplished through a tagging approach, but it’s worth noting that this method presents its own set of challenges. Limitation of Data Classification Table Function Tagging is a feature in Snowflake, represented as a schema-level object. Want to learn more about tags and their benefits?

Data Governance 52

Data Governance Python Data Classification Azure 52

Heartbeat

JANUARY 26, 2023

Understanding and creating N-grams for Natural Language Processing (NLP) with Python NLTK library Photo by Jelleke Vanooteghem on Unsplash In Natural Language Processing (NLP), we train models to enable computers to understand text and spoken words in the same way humans can. Part of speech tagging. Sentiment analysis.

Python 52

Python Natural Language Processing Deep Learning Deep Learning 52

Mlearning.ai

FEBRUARY 28, 2023

Building a Simple Front End with Streamlit Streamlit is an open-source Python library that let users build web applications quickly without any knowledge of common web development frameworks such as JavaScript, HTML or CSS. We are using one of the official Python images that contain most of the basic libraries to build our app.

Data Science 52

Data Science Python ML ML 52

Heartbeat

APRIL 17, 2023

In this article, we will discuss how to perform Named Entity Recognition with SpaCy , a popular Python library for NLP. Part-of-speech (POS) tagging: Each word in the text is tagged with its part-of-speech (e.g., This involves identifying contiguous groups of words that belong together, based on their part-of-speech tags.

Natural Language Processing 52

Natural Language Processing Support Vector Machines Machine Learning Machine Learning 52

Data Science Dojo

AUGUST 8, 2023

Familiarize yourself with key concepts like tokenization, part-of-speech tagging, named entity recognition, and syntactic parsing. Master Python Python is the primary language for NLP and AI tasks. Master Python’s fundamentals, including variables, data types, control flow, and functions.

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Natural Language Processing AI AI Python 221

Data Science Dojo

JANUARY 19, 2024

Learn more about hands on deep learning using Python in cloud Architecture of neural networks Neural networks work by mimicking the structure and function of the human brain, using a system of interconnected nodes or “neurons” to process and interpret data.

Natural Language Processing 195

Natural Language Processing Algorithm Deep Learning Deep Learning 195

Data Science Dojo

FEBRUARY 27, 2023

In this post, we are going to web-scrape public Facebook pages using Python and Selenium. Read more about web scraping with Python and BeautifulSoup and kickstart start your analysis today. What do we need before writing the code? We will use Python 3.x Now, create a python file inside this folder.

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Python Data Analysis Data Analysis 195

FlowingData

JULY 9, 2021

You will never pry me away from JavaScript or Python or the whole web stack of standards and protocols. Tags: Paul Ford , R. The takeaway: Deep in its heart, R is a language for making charts, and it’s genuinely fun to go into its world: statistics, natural sciences, sociology — all right there.

Python 62

Python 62

Hacker News

MARCH 27, 2024

Prior to the 5R, the price tag of the cheapest VHF/UHF handheld was a little north of US $100. If you want to play with those or start writing your own mods, Python-based toolchains exist to assist you. It caught my attention in part because for over a decade, Baofeng has been the name in Chinese handhelds.

Python 181

Python 181

phData

DECEMBER 13, 2023

Note: Installing and defining dbt packages is different than defining and installing python packages. What is dbt Python? A dbt python model is a model that uses the Python language and is defined using the.py They can be used to integrate Python and dbt together, like SQL syntax in.sql files.

SQL 52

SQL Python Azure Data Modeling 52

Applied Data Science

MAY 6, 2021

Airflow is a Python based open source orchestration tool developed in-house by Airbnb in 2014 to help their internal workflows. In short, it’s free, in pure Python, and it has a logical structure as well as a slick UI for management, logging and debugging. link] Next, we define our callable Python function.

Data Scientist 130

Data Scientist Python Data Science Database 130

Mlearning.ai

AUGUST 4, 2023

Abstract GreatAPI( [link] ) is a powerful Python framework that aims to simplify and accelerate the process of building web applications, endpoints for Machine Learning models, and general APIs using FastAPI. Requirements Before we dive into the tutorial, make sure you have the following requirements in place: Python 3.6

Python 52

Python Machine Learning Machine Learning Database 52

Flipboard

JUNE 11, 2023

We also pass the `tag: true` option to the ‘AES.encrypt’ method to request the authentication tag, and then pass the tag to the ‘AES.decrypt’ method to verify the integrity of the decrypted data. ChatGPT appears authoritative. It even warns about the vulnerability of the default CBC encryption mode to certain kinds of attacks.

AI 170

AI AI SQL Python 170

Shreyansh Singh

JANUARY 23, 2022

Python 3.6+ A simple pip install -r requirements.txt from the [link] directory will install the other Python packages required. Training and Deploying the model locally Clone this repo git clone [link] Create a virtual environment - I use Miniconda , but you can use any method (virtualenv, venv) conda create -n iris_project python=3.8

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AWS Machine Learning Machine Learning Python 64