ODSC - Open Data Science

JANUARY 1, 2024

Over the years, ODSC has developed a close relationship with them, working together to host webinars, write blogs, and even collaborate on sessions at ODSC conferences. Below, you’ll find a rundown of all of our Microsoft and ODSC collaborative efforts, including past webinars & talks, blogs, and more.

Azure 52

Azure Data Science Machine Learning Machine Learning 52

IBM Journey to AI blog

APRIL 9, 2024

” Watsonx.data uses machine learning (ML) applications to simulate data that represents ball positioning projections. to automate the creation of ML models used in Hole Insights, based on 8 years of data. “We used few-shot learning to help guide the models,” says Baughman.

AI 86

AI AI Machine Learning Machine Learning 86

Data Science Dojo

MAY 14, 2024

In this blog, we will explore the concept of AI-powered CRMs, navigating through the impact of integrating CRMs with generative AI features. Personalized customer engagement and experience AI enables a CRM system to utilize machine learning (ML) and predictive analytics to closely analyze customer data. What are AI-powered CRMs?

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AI AI Algorithm Predictive Analytics 195

IBM Journey to AI blog

FEBRUARY 14, 2024

Using machine learning (ML), AI can understand what customers are saying as well as their tone—and can direct them to customer service agents when needed. When someone asks a question via speech or text, ML searches for the answer or recalls similar questions the person has asked before.

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AI AI ML ML 88

ODSC - Open Data Science

DECEMBER 7, 2023

How to Build a 5-Layer Data Stack Spinning up a data platform doesn’t have to be complicated. Including what they are, why you should be using them, and practical guides to get you started. Use our guide to help you ask the right questions to get you in. Here are the 5 must-have layers to drive data product adoption at scale.

Data Scientist 98

Data Scientist Data Science Machine Learning Machine Learning 98

AWS Machine Learning Blog

MAY 2, 2024

Amazon Personalize makes it straightforward to personalize your website, app, emails, and more, using the same machine learning (ML) technology used by Amazon, without requiring ML expertise. A solution version refers to a trained ML model. Choose Create solution. In her spare time, she enjoys traveling and exploring local food.

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AWS Machine Learning Machine Learning ML 91

Pickl AI

NOVEMBER 8, 2023

The Scikit-Learn cheat sheet is a concise reference guide for using Scikit-Learn , a popular Machine Learning library in Python. This ultimate guide on Scikit-Learn Cheat Sheet is your one-stop resource for mastering the art of Machine Learning. Scikit-Learn Cheat Sheet guides you through this process, making it a seamless experience.

Machine Learning 52

Machine Learning Machine Learning Data Science Python 52

ODSC - Open Data Science

MARCH 6, 2023

In an effort to learn more about our community, we recently shared a survey about machine learning topics, including what platforms you’re using, in what industries, and what problems you’re facing. In the first blog, we’re going to discuss the technical side of things, such as what languages and platforms people are using.

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Machine Learning Machine Learning Deep Learning Deep Learning 116

AWS Machine Learning Blog

MAY 15, 2024

ONNX is an open source machine learning (ML) framework that provides interoperability across a wide range of frameworks, operating systems, and hardware platforms. AWS Graviton3 processors are optimized for ML workloads, including support for bfloat16, Scalable Vector Extension (SVE), and Matrix Multiplication (MMLA) instructions.

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AWS Natural Language Processing Python Deep Learning 89

Flipboard

JUNE 11, 2023

Harmonize platform-level controls to ensure consistent security across the organization: Consistency across control frameworks supports AI risk mitigation and enables scalable protections across different platforms and tools. Check Out The Google AI Blog and Guide.

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AWS Machine Learning Blog

APRIL 12, 2023

For more information, see Creating a bucket and the Amazon S3 User Guide. Each document type has a separate folder: blogs, case-studies, analyst-reports, user-guides, and white-papers. Based on the ACL, we should be results from all the folders: blogs, user guides, case studies, analyst reports, and whitepapers.

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AWS Algorithm ML ML 88

Ocean Protocol

JANUARY 25, 2024

Introduction This blog introduces the kickoff of the 2024 Ocean Protocol Data Challenge Championship. Additional details about the 2023 Season can be found in this blog post. Submission is directly via the Desights Platform. Are you the top Data Scientist in the land? continue to roll out regularly.

Data Science 52

Data Science Hypothesis Testing Data Scientist Predictive Analytics 52

IBM Journey to AI blog

SEPTEMBER 6, 2023

Here are some key definitions, benefits, use cases and finally a step-by-step guide for integrating AI into your next marketing campaign. Content generation: The recent launch of OpenAI’s generative AI platform ChatGPT in November of 2022 has prompted a flood of new use cases for AI. What is AI marketing?

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AI AI Data Scientist ML 85

Heartbeat

JANUARY 3, 2024

Enter machine learning (ML) , the technological powerhouse that has revolutionized industries from healthcare to finance, with its unparalleled ability to analyze vast datasets, identify patterns, and make predictions. But can ML also be the game-changer in our fight against climate change?

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Machine Learning Machine Learning ML ML 52

DataRobot Blog

JULY 13, 2022

In a relatively short amount of time, DataRobot pioneered AutoML , extending the power of AI to millions of new users and accelerating the path to production, introduced the industry’s first Time Series capabilities, and delivered a true end-to-end platform across the entire AI lifecycle.

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Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 105

IBM Data Science in Practice

APRIL 4, 2023

Introduction This article shows how to monitor a model deployed on AWS Sagemaker for quality, bias and explainability, using IBM Watson OpenScale on the IBM Cloud Pak for Data platform. The gallery project uses the following platforms: Watson Studio, Watson Openscale with a Python 3.9/3.10 x (or higher) platform. x+ platform.

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AWS Machine Learning Machine Learning Data Science 130

AWS Machine Learning Blog

DECEMBER 1, 2023

As organizations scale the adoption of machine learning (ML), they are looking for efficient and reliable ways to deploy new infrastructure and onboard teams to ML environments. For example, MLOps engineers typically perform model deployment activities, whereas data scientists perform ML training and validation activities.

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AWS ML ML Machine Learning 94

IBM Journey to AI blog

FEBRUARY 23, 2024

Machine learning (ML) and deep learning (DL) form the foundation of conversational AI development. ML algorithms understand language in the NLU subprocesses and generate human language within the NLG subprocesses. DL, a subset of ML, excels at understanding context and generating human-like responses.

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AI AI ML ML 105

Heartbeat

JUNE 26, 2023

A guide to performing end-to-end computer vision projects with PyTorch-Lightning, Comet ML and Gradio Image by Freepik Computer vision is the buzzword at the moment. Today, I’ll walk you through how to implement an end-to-end image classification project with Lightning , Comet ML, and Gradio libraries.

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ML ML Deep Learning Deep Learning 59

Heartbeat

MARCH 14, 2024

Artificial Intelligence (AI) and Machine Learning (ML) are revolutionary technologies with the potential to transform the field of engineering. The synergy between engineering and AI/ML creates unprecedented opportunities for efficiency, cost reduction, and innovation. Indium Software Why AI and ML in Engineering?

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ML ML AI AI 52

AWS Machine Learning Blog

SEPTEMBER 28, 2023

As it fields more queries, the system continuously improves its language processing through machine learning (ML) algorithms. Data is ingested into the platform as a bulk upload on day 0 and then incremental uploads day 1+. The generated response is provided back to the user via the web platform.

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AWS AI AI Artificial Intelligence 96

PyImageSearch

DECEMBER 11, 2023

Kicking Off with a Keynote The second day of the Google Machine Learning Community Summit began with an inspiring keynote session by Soonson Kwon, the ML Community Lead at Google. The focus of his presentation was clear and forward-thinking: Accelerate AI/ML research and application.

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ML ML Deep Learning Deep Learning 60

AWS Machine Learning Blog

MAY 23, 2023

This is a guest blog post co-written with Vik Pant and Kyle Bassett from PwC. With organizations increasingly investing in machine learning (ML), ML adoption has become an integral part of business transformation strategies. Many organizations start their journey into the world of ML with a model-centric viewpoint.

Machine Learning 74

Machine Learning Machine Learning AWS ML 74

Towards AI

JUNE 5, 2023

In May 2021, Khalid Salama, Jarek Kazmierczak, and Donna Schut from Google published a white paper titled “Practitioners Guide to MLOps”. There are hundreds of blogs written on the same topic. While ML algorithms & code play a crucial role in success, it’s just a small piece of the large puzzle. Source: Image by the author.

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ML ML Data Scientist EDA 52

The MLOps Blog

MARCH 20, 2023

Long-term ML project involves developing and sustaining applications or systems that leverage machine learning models, algorithms, and techniques. An example of a long-term ML project will be a bank fraud detection system powered by ML models and algorithms for pattern recognition. 2 Ensuring and maintaining high-quality data.

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ML ML Machine Learning Machine Learning 59

Heartbeat

SEPTEMBER 22, 2023

Automating Hyperparameter Tuning with Comet ML To streamline the hyperparameter tuning process, tools like Comet ML come into play. Comet ML provides a platform for test tracking and hyperparameter optimization. You’ll need Optuna for hyperparameter optimization and Comet ML for experiment tracking.

Machine Learning 64

Machine Learning Machine Learning ML ML 64

Alation

JUNE 30, 2021

The Data Culture Platform. Alation is focused “on the data catalog as a platform where users can collaborate around data and create a data-driven culture in their organizations,” the report states. Artificial intelligence and machine learning (AI & ML) are embedded in the platform to support user friendliness, as well.

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SQL ML ML Data Governance 52

Heartbeat

OCTOBER 5, 2023

Unsurprisingly, Machine Learning (ML) has seen remarkable progress, revolutionizing industries and how we interact with technology. This is where the world of operations steps in, and while MLOps (Machine Learning Operations) has been a guiding light, a new paradigm is emerging — LLMOps (Large Language Model Operations). Their mission?

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ML ML Machine Learning Machine Learning 52

IBM Journey to AI blog

DECEMBER 20, 2023

A well-formulated AI strategy should also help guide tech infrastructure, ensuring the business is equipped with the hardware, software and other resources needed for effective AI implementation. It will also guide the procurement of the necessary hardware, software and cloud computing resources to ensure effective AI implementation.

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AI AI Artificial Intelligence Artificial Intelligence 79

Towards AI

FEBRUARY 13, 2023

This issue is brought to you thanks to Qdrant: Qdrant open-source vector search engine launches managed cloud platform Qdrant — robust vector similarity search engine with advanced filtering support. Qdrant cloud platform can be accessed through the website. It also features a compilation of blog posts and books for further learning.

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AI AI Data Warehouse Data Lakes 90

AWS Machine Learning Blog

JANUARY 6, 2023

Prior to building this centralized platform, TR had a legacy rules-based engine to generate renewal recommendations. The key requirement for TR’s new machine learning (ML)-based personalization engine was centered around an accurate recommendation system that takes into account recent customer trends. Solution architecture.

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AWS Data Warehouse ML ML 66

AWS Machine Learning Blog

FEBRUARY 22, 2023

In this post, we discuss how Boomi used the bring-your-own-container (BYOC) approach to develop a new AI/ML enabled solution for their customers to tackle the “blank canvas” problem. Boomi’s ML and data engineering teams needed the solution to be deployed quickly, in a repeatable and consistent way, at scale.

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AWS ML ML Data Science 70

Google Research AI blog

JULY 11, 2023

Nonetheless, computer architecture research is evolving, with industry and academia turning towards machine learning (ML) optimization to meet stringent domain-specific requirements, such as ML for computer architecture , ML for TinyML acceleration , DNN accelerator datapath , memory controllers , power consumption , security , and privacy.

Machine Learning 74

Machine Learning Machine Learning ML ML 74

Dataconomy

JULY 24, 2023

In this detailed guide, we’re going to navigate the exciting realm of data science, a field that blends statistics, technology, and strategic thinking into a powerhouse of innovation and insights. Phase 5: Gaining experience through internships Internships provide a valuable platform to kickstart your career in data science.

Data Scientist 172

Data Scientist Data Analyst Data Science Machine Learning 172

IBM Journey to AI blog

OCTOBER 16, 2023

An AI governance framework ensures the ethical, responsible and transparent use of AI and machine learning (ML). It encompasses risk management and regulatory compliance and guides how AI is managed within an organization. The development and use of these models explain the enormous amount of recent AI breakthroughs.

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AI AI Data Warehouse ML 77

IBM Journey to AI blog

MARCH 8, 2024

Currently, other transformational technologies like artificial intelligence (AI), the Internet of Things (IoT ) and machine learning (ML) require much faster speeds to function than 3G and 4G networks offer. Explore IBM Cloud Satellite The post 5G use cases that are transforming the world appeared first on IBM Blog.

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ML ML Internet of Things Artificial Intelligence 108

Towards AI

AUGUST 22, 2023

Gemini is still in training, but it’s already exhibiting multimodal capabilities never before seen in prior models.” — Google CEO blog, May-23. OpenAI’s Content Moderation OpenAI proposed the utilization of GPT-4 for the development of content policies and the facilitation of content moderation decisions on digital platforms.

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AI AI Azure ML 84