AWS Machine Learning Blog

MAY 30, 2024

Processing framework LangChain offered seamless machine learning (ML) model integration, allowing Vitech to build custom automated AI components and be model agnostic. The Streamlit app is hosted on an Amazon Elastic Cloud Compute (Amazon EC2) fronted with Elastic Load Balancing (ELB), allowing Vitech to scale as traffic increases.

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AI AI AWS Database 125

Pickl AI

SEPTEMBER 17, 2024

Technologies like stream processing enable organisations to analyse incoming data instantaneously. Scalability As organisations grow and generate more data, their systems must be scalable to accommodate increasing volumes without compromising performance. servers) as well as software tools (e.g., analytics platforms).

Big Data 52

Big Data Big Data Big Data Analytics Big Data Analytics 52

Pickl AI

SEPTEMBER 5, 2024

As businesses increasingly turn to cloud solutions, Azure stands out as a leading platform for Data Science, offering powerful tools and services for advanced analytics and Machine Learning. This roadmap aims to guide aspiring Azure Data Scientists through the essential steps to build a successful career.

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Azure Data Scientist Data Science Machine Learning 52

Dataconomy

FEBRUARY 23, 2023

Data engineers are responsible for designing and building the systems that make it possible to store, process, and analyze large amounts of data. These systems include data pipelines, data warehouses, and data lakes, among others. However, building and maintaining these systems is not an easy task.

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Big Data Big Data Data Engineering Data Engineering 91

Towards AI

MARCH 3, 2025

for powerful computing.AWS Lambda for serverless AI functions.Amazon Rekognition, Polly, and Lex for pre-built AI services.Scalability: Handle anything from small projects to enterprise-level AI.Rich ecosystem: Integrates seamlessly with data lakes, analytics, and security tools.Pay-as-you-go pricing (but watch out for hidden costs!).Complex

Data Lakes 57

Data Lakes AI AI AWS 57

ODSC - Open Data Science

NOVEMBER 19, 2024

ODSC West 2024 showcased a wide range of talks and workshops from leading data science, AI, and machine learning experts. This blog highlights some of the most impactful AI slides from the world’s best data science instructors, focusing on cutting-edge advancements in AI, data modeling, and deployment strategies.

Deep Learning 52

Deep Learning Deep Learning Data Science AI 52

IBM Journey to AI blog

DECEMBER 7, 2023

Security and compliance : Ensuring data security and compliance with regulatory requirements in the cloud environment can be complex. Skills and expertise : Transitioning to cloud-based OLAP may require specialized skills and expertise in cloud computing and OLAP technologies.

Data Preparation 72

Data Preparation Database Data Analysis Data Analysis 72

Precisely

JANUARY 18, 2024

Yet mainframes weren’t initially designed to integrate easily with modern distributed computing platforms. Cloud computing, object-oriented programming, open source software, and microservices came about long after mainframes had established themselves as a mature and highly dependable platform for business applications.

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Pickl AI

NOVEMBER 4, 2024

Role of Data Engineers in the Data Ecosystem Data Engineers play a crucial role in the data ecosystem by bridging the gap between raw data and actionable insights. They are responsible for building and maintaining data architectures, which include databases, data warehouses, and data lakes.

Data Engineering 52

Data Engineering Data Engineering Data Engineer Data Engineering 52

Precisely

JANUARY 25, 2024

Many organizations adopt a long-term approach, leveraging the relative strengths of both mainframe and cloud systems. This integrated strategy keeps a wide range of IT options open, blending the reliability of mainframes with the innovation of cloud computing.

Data Governance 69

Data Governance Database Cloud Data Data Lakes 69

ODSC - Open Data Science

NOVEMBER 18, 2024

Reinforcement Learning with Human Feedback Luis Serrano, PhD | Author of Grokking Machine Learning and Creator of Serrano Academy In this session, you’ll explore the widely used LLM fine-tuning method of Reinforcement Learning with Human Feedback (RLHF).

Deep Learning 40

Deep Learning Deep Learning Database Data Science 40

Pickl AI

APRIL 6, 2023

An example of the Azure Data Engineer Jobs in India can be evaluated as follows: 6-8 years of experience in the IT sector. Data Warehousing concepts and knowledge should be strong. Having experience using at least one end-to-end Azure data lake project. Knowledge in using Azure Data Factory Volume.

Azure 52

Azure Data Engineering Data Engineering Data Engineer 52

Alation

APRIL 14, 2022

Cloud providers like Amazon Web Services, Microsoft Azure, Google, and Alibaba not only provide capacity beyond what the data center can provide, their current and emerging capabilities and services drive the execution of AI/ML away from the data center. The future lies in the cloud.

Data Governance 59

Data Governance ML ML Cloud Data 59

Mlearning.ai

FEBRUARY 16, 2023

Thus, the solution allows for scaling data workloads independently from one another and seamlessly handling data warehousing, data lakes , data sharing, and engineering. Machine Learning Integration Opportunities Organizations harness machine learning (ML) algorithms to make forecasts on the data.

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence Database 52

AWS Machine Learning Blog

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

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AWS Machine Learning Blog

SEPTEMBER 12, 2024

Prior to his current role, Baskar spent nearly six years at Google, where he contributed to advancements in cloud computing infrastructure. in Computer Science from Purdue University and has since spent over two decades at the forefront of the tech industry. Baskar earned a Ph.D.

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Precisely

OCTOBER 16, 2023

Rapid advancements in digital technologies are transforming cloud-based computing and cloud analytics. Big data analytics, IoT, AI, and machine learning are revolutionizing the way businesses create value and competitive advantage.

Analytics 72

Analytics Analytics Big Data Analytics Big Data Analytics 72

Flipboard

FEBRUARY 19, 2025

AWS GovCloud (US) foundation At the core of Alfreds architecture is AWS GovCloud (US), a specialized cloud environment designed to handle sensitive data and meet the strict compliance requirements of government agencies. The following diagram shows the architecture for Alfreds RAG implementation.

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AWS Cloud Computing Natural Language Processing Data Lakes 78