O'Reilly Media

FEBRUARY 25, 2025

In this post I want to talk about using generative AI to extend one of my academic software projectsthe Python Tutor tool for learning programmingwith an AI chat tutor. Python Tutor is mainly used by students to understand and debug their homework assignment code step-by-step by seeing its call stack and data structures.

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Towards AI

AUGUST 25, 2023

As a reminder, I highly recommend that you refer to more than one resource (other than documentation) when learning ML, preferably a textbook geared toward your learning level (beginner/intermediate / advanced). In ML, there are a variety of algorithms that can help solve problems. 12, 2021. [6] 16, 2020. [4] Russell and P.

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AWS Machine Learning Blog

APRIL 7, 2025

Discover Llama 4 models in SageMaker JumpStart SageMaker JumpStart provides FMs through two primary interfaces: SageMaker Studio and the Amazon SageMaker Python SDK. Alternatively, you can use the SageMaker Python SDK to programmatically access and use SageMaker JumpStart models. billion to a projected $574.78

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The MLOps Blog

APRIL 5, 2023

In this comprehensive guide, we’ll explore the key concepts, challenges, and best practices for ML model packaging, including the different types of packaging formats, techniques, and frameworks. Best practices for ml model packaging Here is how you can package a model efficiently.

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Flipboard

FEBRUARY 7, 2025

Python The code has been tested with Python version 3.13. For clarity of purpose and reading, weve encapsulated each of seven steps in its own Python script. Return to the command line, and execute the script: python create_invoke_role.py Return to the command line and execute the script: python create_connector_role.py

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ODSC - Open Data Science

FEBRUARY 24, 2023

Sweetviz GitHub | Website Sweetviz is an open-source Python library that generates beautiful, high-density visualizations to kickstart EDA (Exploratory Data Analysis) with just two lines of code. Apache Superset GitHub | Website Apache Superset is a must-try project for any ML engineer, data scientist, or data analyst.

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AWS Machine Learning Blog

SEPTEMBER 18, 2024

What Zeta has accomplished in AI/ML In the fast-evolving landscape of digital marketing, Zeta Global stands out with its groundbreaking advancements in artificial intelligence. As an early adopter of large language model (LLM) technology, Zeta released Email Subject Line Generation in 2021.

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Pickl AI

NOVEMBER 11, 2024

Summary: This free online Python course is designed for beginners. It covers fundamental topics such as Python installation, data types, control flow, and object-oriented programming. Introduction Python is a popular, versatile programming language that powers applications in web development, Data Science, automation, and more.

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Tableau

NOVEMBER 30, 2021

November 30, 2021 - 4:55am. November 30, 2021. Open source software dominates the machine learning (ML) and artificial intelligence (AI) landscape. TabPy allows you to execute Python scripts in Tableau workbooks. Tableau Server Client is a Python wrapper for the Tableau Server REST API. William Ayd. Bronwen Boyd.

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Tableau

NOVEMBER 29, 2021

November 30, 2021 - 4:55am. November 30, 2021. Open source software dominates the machine learning (ML) and artificial intelligence (AI) landscape. TabPy allows you to execute Python scripts in Tableau workbooks. Tableau Server Client is a Python wrapper for the Tableau Server REST API. William Ayd. Bronwen Boyd.

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AWS Machine Learning Blog

MARCH 1, 2023

Statistical methods and machine learning (ML) methods are actively developed and adopted to maximize the LTV. In this post, we share how Kakao Games and the Amazon Machine Learning Solutions Lab teamed up to build a scalable and reliable LTV prediction solution by using AWS data and ML services such as AWS Glue and Amazon SageMaker.

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Pickl AI

JANUARY 29, 2024

2024 Tech breakdown: Understanding Data Science vs ML vs AI Quoting Eric Schmidt , the former CEO of Google, ‘There were 5 exabytes of information created between the dawn of civilisation through 2003, but that much information is now created every two days.’ AI comprises Natural Language Processing, computer vision, and robotics.

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Flipboard

FEBRUARY 2, 2023

With advanced analytics derived from machine learning (ML), the NFL is creating new ways to quantify football, and to provide fans with the tools needed to increase their knowledge of the games within the game of football. We then explain the details of the ML methodology and model training procedures.

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Towards AI

AUGUST 16, 2023

The MLOps Process We can see some of the differences with MLOps which is a set of methods and techniques to deploy and maintain machine learning (ML) models in production reliably and efficiently. Upper Saddle River, NJ: Prentice Hall, ISBN: 978–0–13–604259–4, 2021. [3] 15, 2022. [4] Join thousands of data leaders on the AI newsletter.

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Mlearning.ai

APRIL 25, 2023

In today’s blog, we will explore the Netflix dataset using Python and uncover some interesting insights. In this blog, we’ll be using Python to perform exploratory data analysis (EDA) on a Netflix dataset that we’ve found on Kaggle. From the second plot, we can see the top 20 genres that have been added by Netflix from 2008 to 2021.

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Tableau

JUNE 17, 2021

June 17, 2021 - 10:18pm. June 29, 2021. Confidently get answers and uncover insights faster with ML, statistics, natural language, and smart data prep. Make your statistical models more accessible directly in Tableau, with R, Python, MATLAB, and more. Francois Ajenstat. Chief Product Officer, Tableau. Spencer Czapiewski.

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ODSC - Open Data Science

FEBRUARY 20, 2023

He received the Ulf Grenander Prize from the American Mathematical Society in 2021, the IEEE John von Neumann Medal in 2020, the IJCAI Research Excellence Award in 2016, the David E. His research interests bridge the computational, statistical, cognitive, biological, and social sciences.

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AWS Machine Learning Blog

JUNE 7, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. billion in Q3 2021 and Q3 2022, and $6 million and $(11.3) billion for the nine months ended September 30, 2021 and 2022. (2) billion as of December 31, 2021 and September 30, 2022, respectively.

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DataRobot

MAY 11, 2021

Founded in 2016 by the creator of Apache Zeppelin, Zepl provides a self-service data science notebook solution for advanced data scientists to do exploratory, code-centric work in Python, R, and Scala. And Even More to Come in 2021. It was built with enterprise-ready features such as collaboration, versioning, and security. Stay tuned.

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AWS Machine Learning Blog

FEBRUARY 25, 2025

In 2021, Applus+ IDIADA , a global partner to the automotive industry with over 30 years of experience supporting customers in product development activities through design, engineering, testing, and homologation services, established the Digital Solutions department. For the classifier, we employ k-NN, using the scikit-learn Python module.

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AWS Machine Learning Blog

OCTOBER 30, 2023

Solution overview SageMaker JumpStart provides pre-trained, open-source models for a wide range of problem types to help you get started with machine learning (ML). JumpStart also provides solution templates that set up infrastructure for common use cases, and executable example notebooks for ML with Amazon SageMaker.

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AWS Machine Learning Blog

SEPTEMBER 12, 2024

SageMaker JumpStart SageMaker JumpStart is a powerful feature within the Amazon SageMaker ML platform that provides ML practitioners a comprehensive hub of publicly available and proprietary foundation models. LangChain is a Python library designed to build applications with LLMs. Python 3.10 medium as the instance type.

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DrivenData Labs

DECEMBER 13, 2022

agg ( min_date = ( "date" , min ), max_date = ( "date" , max )) Out[8]: min_date max_date split test 2013-01-08 2021-12-29 train 2013-01-04 2021-12-14 In [9]: # what years are in the data? The severity levels are: severity Density range (cells per mL) 1 10,000,00)" , } } ). groupby ( "split" ).

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AWS Machine Learning Blog

FEBRUARY 28, 2023

In today’s highly competitive market, performing data analytics using machine learning (ML) models has become a necessity for organizations. For example, in the healthcare industry, ML-driven analytics can be used for diagnostic assistance and personalized medicine, while in health insurance, it can be used for predictive care management.

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AWS Machine Learning Blog

NOVEMBER 14, 2023

You can now fine-tune and deploy Mistral text generation models on SageMaker JumpStart using the Amazon SageMaker Studio UI with a few clicks or using the SageMaker Python SDK. You can fine-tune the models using either the SageMaker Studio UI or SageMaker Python SDK. The model is made available under the permissive Apache 2.0

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AWS Machine Learning Blog

SEPTEMBER 12, 2023

The machine learning (ML) model classifies new incoming customer requests as soon as they arrive and redirects them to predefined queues, which allows our dedicated client success agents to focus on the contents of the emails according to their skills and provide appropriate responses. Use Version 2.x

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AWS Machine Learning Blog

MAY 30, 2023

In 2021, we launched AWS Support Proactive Services as part of the AWS Enterprise Support plan. Since its introduction, we’ve helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage.

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Mlearning.ai

MARCH 15, 2023

Build a Stocks Price Prediction App powered by Snowflake, AWS, Python and Streamlit — Part 2 of 3 A comprehensive guide to develop machine learning applications from start to finish. Data Extraction, Preprocessing & EDA : Extract & Pre-process the data using Python and perform basic Exploratory Data Analysis.

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AWS Machine Learning Blog

DECEMBER 20, 2023

SageMaker JumpStart is the machine learning (ML) hub of Amazon SageMaker that provides access to foundation models in addition to built-in algorithms and end-to-end solution templates to help you quickly get started with ML. In 2021, he presented a paper on adversarial neural networks at the ICLR conference.

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AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. First, launch the notebook main.ipynb in SageMaker Studio by selecting the Image as Data Science and Kernel as Python 3.

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DataRobot Blog

FEBRUARY 28, 2023

The DataRobot AI Platform and the Snowflake Data Cloud provide an interoperable, scalable AI/ML solution and unique services that integrate with diverse ecosystems so that data-driven enterprises can focus on delivering trusted and impactful results. Exploratory Data Analysis After we connect to Snowflake, we can start our ML experiment.

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AWS Machine Learning Blog

DECEMBER 12, 2023

SageMaker foundation models In 2021, the Stanford Institute for Human-Centered Artificial Intelligence termed some LLMs as foundation models. Deploy SageMaker foundation models SageMaker is a fully managed machine learning (ML) service for developers to quickly build and train ML models with ease.

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AWS Machine Learning Blog

JUNE 7, 2023

Starting June 7th, both Falcon LLMs will also be available in Amazon SageMaker JumpStart, SageMaker’s machine learning (ML) hub that offers pre-trained models, built-in algorithms, and pre-built solution templates to help you quickly get started with ML. In 2022, Hoffman et al. Will Badr is a Sr.

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Mlearning.ai

JUNE 14, 2023

Learning LLMs (Foundational Models) Base Knowledge / Concepts: What is AI, ML and NLP Introduction to ML and AI — MFML Part 1 — YouTube What is NLP (Natural Language Processing)? — YouTube BECOME a WRITER at MLearning.ai // Try These FREE ML Tools Today! Happy learning. Originally published at [link].

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Tableau

FEBRUARY 1, 2021

Director, Data Science and ML Products, Tableau. February 1, 2021 - 6:58pm. February 1, 2021. All of these steps have led up to support for integrating Python, R, and other analytics extensions in Tableau Online. Nathan Mannheimer. Kristin Adderson. Starting with R integration in Tableau 8.3,

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AWS Machine Learning Blog

FEBRUARY 19, 2024

Run the following command to install the AWS SDK for Python (Boto3). Boto3 makes it straightforward to integrate a Python application, library, or script with AWS services. Boto3 makes it straightforward to integrate a Python application, library, or script with AWS services. Amazon’s revenue in 2021 was $469.8

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ODSC - Open Data Science

FEBRUARY 28, 2023

To deliver on their commitment to enhancing human ingenuity, SAS’s ML toolkit focuses on automation and more to provide smarter decision-making. Tangent Works Recognized by Gartner as a Cool Vendor in 2021, Tangent Works’ goal is to help organizations effectively utilize their time-series data for predictive models.

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