IBM Journey to AI blog

FEBRUARY 6, 2024

It’s hard to imagine a business world without cloud computing. There would be no e-commerce, remote work capabilities or the IT infrastructure framework needed to support emerging technologies like generative AI and quantum computing. What is cloud computing?

Cloud Computing 119

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Dataconomy

APRIL 26, 2023

This is particularly true in the field of edge computing, where the need for innovative solutions has never been more pressing. Macrometa Founded in 2017, privately held Macrometa offers its Global Data Network and edge computing platform to help developers build real-time applications and APIs. The San Mateo, Calif.-based

Internet of Things 156

Internet of Things Azure AWS Cloud Computing 156

AWS Machine Learning Blog

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. The web application front-end is hosted on AWS Amplify.

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AWS Machine Learning Blog

SEPTEMBER 12, 2024

Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. Basic familiarity with SageMaker and AWS services that support LLMs. For more information, see Overview of access management: Permissions and policies.

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AWS Machine Learning Blog

SEPTEMBER 10, 2024

We provide insights on interpretability, robustness, and best practices of architecting complex ML workflows on AWS with Amazon SageMaker. 2022 ) was implemented (Section 2.1). by AWS, which aimed to mitigate the limitations of PORPOISE. Although Chen et al.,

Supervised Learning 92

Supervised Learning Machine Learning Machine Learning AWS 92

Data Science Blog

NOVEMBER 15, 2023

van der Aalst 2019 and as a product feature term by Celonis in 2022 and is used extensively in marketing, this concept is far from new in its implementation. DATANOMIQ Data Mesh Cloud Architecture – This image is animated! Central data models in a cloud-based Data Mesh Architecture (e.g. Click to enlarge!

Data Models 245

Data Models Data Modeling Business Intelligence Business Intelligence 245

Pickl AI

DECEMBER 26, 2024

billion by the end of 2024 , reflecting a remarkable increase from $29 billion in 2022. Cost Efficiency By utilizing cloud services, organisations can reduce costs related to maintaining their own data centers while benefiting from access to powerful computing capabilities on a pay-as-you-go basis.

AI 52

AI AI Deep Learning Deep Learning 52

Dataconomy

FEBRUARY 6, 2024

Microsoft has reported a 27 percent increase in profit due to its focus on cloud computing and investments in artificial intelligence. For example, Airbnb uses AI on AWS to efficiently manage how much cloud capacity they need, create tools for tracking costs, and make storage and computing more cost-effective.

ML 121

ML ML Machine Learning Machine Learning 121

IBM Journey to AI blog

DECEMBER 1, 2023

To keep pace with the dynamic environment of digitally-driven business, organizations continue to embrace hybrid cloud, which combines and unifies public cloud, private cloud and on-premises infrastructure, while providing orchestration, management and application portability across all three. Google Workforce and Salesforce).

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Cloud Computing AWS AI AI 102

ODSC - Open Data Science

FEBRUARY 17, 2023

Natural language processing (NLP) has been growing in awareness over the last few years, and with the popularity of ChatGPT and GPT-3 in 2022, NLP is now on the top of peoples’ minds when it comes to AI. Computer science, math, statistics, programming, and software development are all skills required in NLP projects.

Data Science 111

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The MLOps Blog

MARCH 23, 2023

Large model sizes The MT-NLG model released in 2022 has 530 billion parameters and requires several hundred gigabytes of storage. Likewise, according to AWS , inference accounts for 90% of machine learning demand in the cloud. Cloud computing services are flexible and can scale according to your requirements.

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Data Science Dojo

JULY 3, 2024

Big Data Technologies : Handling and processing large datasets using tools like Hadoop, Spark, and cloud platforms such as AWS and Google Cloud. Cloud Computing : Utilizing cloud services for data storage and processing, often covering platforms such as AWS, Azure, and Google Cloud.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150

Towards AI

JULY 20, 2023

Using ChatGPT to Create AWS Cloudformation & Terraform Templates Haimo Zhang in FAUN — Developer Community ? ChatGPT was launched as a prototype in November 2022 by OpenAI, and quickly got the world attentions for its detailed responses and…·5 min read·Jan 26 594 3 … Read the full blog for free on Medium.

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Pickl AI

NOVEMBER 28, 2024

billion in 2022 and is expected to grow to USD 505.42 Familiarity with cloud computing tools supports scalable model deployment. Cloud platforms like AWS , Google Cloud Platform (GCP), and Microsoft Azure provide managed services for Machine Learning, offering tools for model training, storage, and inference at scale.

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IBM Journey to AI blog

MARCH 27, 2024

Both are based on complicated digital infrastructures and depend on virtualization , the underlying concept of cloud computing. Prepare to be surprised, because some of the world’s biggest users of wholesale colocation services are actually Amazon (AWS), Google and Microsoft. What is a hyperscale data center?

Internet of Things 119

Internet of Things Cloud Computing Artificial Intelligence Artificial Intelligence 119

The MLOps Blog

DECEMBER 7, 2022

2022 will be remembered as a defining year for the crypto ecosystem. Building data and ML pipelines: from the ground to the cloud It was the beginning of 2022, and things were looking bright after the lockdown’s end. 3 To redesign and rewrite the architecture as Infrastructure as Code (using AWS Cloudformation).

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ML ML AWS ETL 52

phData

MAY 25, 2023

Snowflake is a cloud computing–based data cloud company that provides data warehousing services that are far more scalable and flexible than traditional data warehousing products. Both companies seem to recognize this “necessary evil” dynamic as they continue to be partners as of 2022.

Power BI 84

Power BI Analytics Analytics Azure 84

Pickl AI

NOVEMBER 4, 2024

million in 2022, is projected to grow at a CAGR of 18.15% , reaching USD 140,808.0 Cloud Platforms Cloud platforms have revolutionised Data Engineering by providing scalable resources and services that enhance data management capabilities. The global Big Data and Data Engineering Services market, valued at USD 51,761.6

Data Engineering 52

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AWS Machine Learning Blog

SEPTEMBER 21, 2023

In this post, we discuss how United Airlines, in collaboration with the Amazon Machine Learning Solutions Lab , build an active learning framework on AWS to automate the processing of passenger documents. “In The following diagram illustrates this architecture. jpg", "textract-ref": "s3://bucket/textract/passport-0.jpg",

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Pickl AI

DECEMBER 25, 2024

Notably, the global cloud-native market, valued at $5.3 billion in 2022, is projected to grow at an impressive 25.2% Key Takeaways Cloud-native architecture ensures applications dynamically scale to meet variable workloads. annually, reaching $48.8 billion by 2032.

ML 52

ML ML Cloud Computing Database 52

Dataconomy

FEBRUARY 7, 2025

billion expected, according to LSEG Key revenue figures of interest included: Amazon Web Services (AWS): $28.8 CEO Andy Jassy’s cost-cutting measures since late 2022 included laying off over 27,000 corporate employees in 2022 and 2023, with continued job cuts in 2024. expected, according to LSEG Revenue: $187.79

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AWS Azure Cloud Computing Artificial Intelligence 103

ODSC - Open Data Science

MARCH 18, 2025

With over 30 years in techincluding key roles at Hugging Face, AWS, and as a startup CTOhe brings unparalleled expertise in cloud computing and machine learning. Julien Simon, Chief Evangelist atArcee.ai A prolific educator, Julien shares his knowledge through code demos, blogs, and YouTube, making complex AI accessible.

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Data Science Machine Learning Machine Learning Data Scientist 64