Flipboard

FEBRUARY 7, 2023

With these installation steps, you have successfully installed the medical-image-ai Python kernel and the ImJoy extension as the prerequisite to run the TCIA notebooks together with itkWidgets on Studio Lab. Make sure to choose the medical-image-ai Python kernel when running the TCIA notebooks in Studio Lab.

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Towards AI

JULY 19, 2023

Their infrastructure is built on top of FastAPI and supports Python, Go and Ruby languages. which features a nice tutorial for you to get familiar with their library: Contextualized Topic Modeling with Python (EACL2021) In this blog post, I discuss our latest published paper on topic modeling: fbvinid.medium.com Colab of the Week ?

Natural Language Processing 98

Natural Language Processing Azure Python Artificial Intelligence 98

Towards AI

MAY 8, 2024

Established by Google in 2010, it possesses a vast assortment of geospatial data containing of petabytes of data collected by multiple satellites, such as Sentinel, MODIS, Landsat, and more for analysis. What is Google Earth Engine?

Machine Learning 104

Machine Learning Machine Learning ML ML 104

Towards AI

JULY 21, 2023

The cryptic book arrived on the internet in the mid 2010’s by the now wildly popular but mysterious internet group 3301. Instead of building a model from… github.com NERtwork Awesome new shell/python script that graphs a network of co-occurring entities from plain text!

Natural Language Processing 98

Natural Language Processing ML ML Python 98

AWS Machine Learning Blog

SEPTEMBER 27, 2024

Let’s analyze the initial CloudFormation template: AWSTemplateFormatVersion: '2010-09-09' Description: > This CloudFormation stack sets up a serverless data processing pipeline triggered by file uploads to an S3 bucket. The step-by-step explanation is augmented with few-shot learning examples to develop an initial CloudFormation template.

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

Engineers must manually write custom data preprocessing and aggregation logic in Python or Spark for each use case. For this post, we refer to the following notebook , which demonstrates how to get started with Feature Processor using the SageMaker Python SDK.

ML 108

ML ML AWS SQL 108

Towards AI

JULY 21, 2023

Their infrastructure is built on top of FastAPI and supports Python, Go and Ruby languages. which features a nice tutorial for you to get familiar with their library: Contextualized Topic Modeling with Python (EACL2021) In this blog post, I discuss our latest published paper on topic modeling: fbvinid.medium.com Colab of the Week ?

Natural Language Processing 52

Natural Language Processing Azure Python Artificial Intelligence 52

Mlearning.ai

JULY 20, 2023

In this three-part blog series, we delve into the basics of probability and conditional probability, using the engaging context of cycling and supplemented by dynamic Python simulations. The Python code snippet provided below supports this analysis by performing the following steps: · It loads the weather station inventory.

Python 52

Python Algorithm Machine Learning Machine Learning 52

Dataconomy

NOVEMBER 3, 2023

in 2010 , found that camel case identifiers led to higher accuracy and lower visual effort when compared to snake case identifiers. Snake case is commonly used in programming languages like Python and Ruby. For example, a 2009 study by Binkley et al. Another study, conducted by Maletić et al.

Machine Learning 103

Machine Learning Machine Learning Database Python 103

Pickl AI

MAY 7, 2023

The Social Cause: “I Voted” Experiment In 2010 Facebook launched a massive experience wherein it generated an I Voted sticker. As per the claims of Facebook, because of peer pressure, around 340,000 more people cast their votes in the 2010 midterm elections. The user could add the I Voted sticker to their profile.

Big Data 52

Big Data Big Data Big Data Analytics Big Data Analytics 52

Flipboard

NOVEMBER 24, 2023

This use case highlights how large language models (LLMs) are able to become a translator between human languages (English, Spanish, Arabic, and more) and machine interpretable languages (Python, Java, Scala, SQL, and so on) along with sophisticated internal reasoning. He currently is working on Generative AI for data integration.

Database 158

Database AWS ETL SQL 158

AWS Machine Learning Blog

DECEMBER 6, 2023

Overview of RAG RAG solutions are inspired by representation learning and semantic search ideas that have been gradually adopted in ranking problems (for example, recommendation and search) and natural language processing (NLP) tasks since 2010. We use the following Python script to recreate tables as pandas DataFrames.

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SQL AWS Analytics Analytics 116

AWS Machine Learning Blog

OCTOBER 10, 2023

For on-premises clients, the AWS CLI and AWS SDK for Python (Boto3) at clients automatically provide secure network connections between the FL server and clients. She is also the recipient of the Best Paper Award at IEEE NetSoft 2016, IEEE ICC 2011, ONDM 2010, and IEEE GLOBECOM 2005. He received his Ph.D. in cryptography from U.C.

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Mlearning.ai

JUNE 18, 2023

While Google Colab’s main focus is running Python code using Jupyter notebooks, with magic commands non-Python code can also be executed. This opens up plenty of opportunities, as many AI models are not written in Python. We will use Python to help us do this. which is accessible from Google Colab.

Deep Learning 52

Deep Learning Deep Learning Python ML 52

AWS Machine Learning Blog

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. From 2010 onwards, other PBAs have started becoming available to consumers, such as AWS Trainium , Google’s TPU , and Graphcore’s IPU.

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AWS Machine Learning Blog

JULY 23, 2024

The following is a sample AWS Lambda function code in Python for referencing the slot value of a phone number provided by the user. Organizations should make sure all personnel involved in bot design and deployment are trained on these practices to consistently safeguard user information across all interactions.

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AWS Data Governance AI AI 102

Mlearning.ai

JANUARY 31, 2023

In particular, my code is based on rospy, which, as you might guess, is a python package allowing you to write code to interact with ROS. More broadly, I think switching from python to C++ could make a huge difference. 2010, doi: 10.1109/TBME.2010.2060723. I made some attempts to improve this, really with no significant gain.

Clustering 52

Clustering Algorithm Machine Learning Machine Learning 52

phData

NOVEMBER 8, 2023

The OAuth framework was initially created and supported by Twitter, Google, and a few other companies in 2010 and subsequently underwent a substantial revision to OAuth 2.0 Snowflake provides many mechanisms to access their service including: Browser SnowSQL Python Connector JDBC/ODBC Driver.NET Snowflake has some limitations with SAML.

SQL 52

SQL Azure Data Engineering Data Engineer 52

DrivenData Labs

APRIL 2, 2025

This API is how we'll work with the model from Python code. We could handle setting up this chat format ourselves, but one of the benefits of having an OpenAI-compatible API is that we can just use OpenAI's Python library and point it at our computer instead of theirs! Which brings us to.

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Python Data Science 130

O'Reilly Media

JULY 25, 2023

For instance, problems like “write a Python function that takes a list of names, splits them by first and last name, and sorts by last name.” It’s well-known that current AI tools can solve these kinds of problems even better than many students can. This choice also inspired me to call my project Swift Papers.

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AI AI ML ML 98

AWS Machine Learning Blog

NOVEMBER 18, 2024

It uses the LLM’s ability to write Python code for data analysis. The way these agents work is that they use an LLM to generate Python code, execute the code, and send the result of the code back to the LLM to generate a final response. and the tool’s response.

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Python Machine Learning Machine Learning AI 99

AWS Machine Learning Blog

NOVEMBER 26, 2024

We add the following to the end of the prompt: provide the response in json format with the key as “class” and the value as the class of the document We get the following response: { "class": "ID" } You can now read the JSON response using a library of your choice, such as the Python JSON library. The following image is of a gearbox.

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ML ML Machine Learning Machine Learning 92