TechCrunch

AUGUST 24, 2022

In 2020, Chinese startup Zilliz — which builds cloud-native software to process data for AI applications and unstructured data analytics, and is the creator of Milvus , the popular open source vector database for similarity searches — raised $43 million to scale its business and prep the company to make a move into the U.S.

Open Source 199

Open Source Artificial Inteligence Comparison Machine Learning 199

CIO

JUNE 7, 2022

What is data analytics? Data analytics is a discipline focused on extracting insights from data. The chief aim of data analytics is to apply statistical analysis and technologies on data to find trends and solve problems. What are the four types of data analytics?

Analytics 203

Analytics Data Analysis Business Analytics 203

O'Reilly Media - Data

JULY 18, 2018

In the early phases of adopting machine learning (ML), companies focus on making sure they have sufficient amount of labeled (training) data for the applications they want to tackle. They then investigate additional data sources that they can use to augment their existing data. Economic value of data.

Machine Learning 195

Machine Learning Artificial Inteligence Data Marketing 195

CIO

DECEMBER 20, 2024

AI and machine learning models. A container orchestration system, such as open-source Kubernetes, is often used to automate software deployment, scaling, and management. Real-time analytics. Application programming interfaces. Modern data architectures use APIs to make it easy to expose and share data.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

TechCrunch

MAY 17, 2023

Union AI , a Bellevue, Washington–based open source startup that helps businesses build and orchestrate their AI and data workflows with the help of a cloud-native automation platform, today announced that it has raised a $19.1 At the time, Lyft had to glue together various open source systems to put these models into production.

Artificial Inteligence 246

Artificial Inteligence Machine Learning Open Source Data 246

O'Reilly Media - Data

AUGUST 2, 2018

The O’Reilly Data Show Podcast: Chang Liu on operations research, and the interplay between differential privacy and machine learning. In a previous post , I highlighted early tools for privacy-preserving analytics, both for improving decision-making (business intelligence and analytics) and for enabling automation (machine learning).

Machine Learning 136

Machine Learning Artificial Inteligence Open Source Business Intelligence 136

CIO

JUNE 14, 2023

Data and big data analytics are the lifeblood of any successful business. Getting the technology right can be challenging but building the right team with the right skills to undertake data initiatives can be even harder — a challenge reflected in the rising demand for big data and analytics skills and certifications.

Big Data 190

Big Data Analytics Data eLearning 190

Xebia

APRIL 17, 2025

It is an open-source framework designed to streamline the development of multi-agent systems while offering precise control over agent behavior and orchestration. BigFrames provides a Pythonic DataFrame and machine learning (ML) API powered by the BigQuery engine. offers a scikit-learn-like API for ML. BigFrames 2.0

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Video 130

O'Reilly Media - Data

MAY 3, 2018

Privacy-preserving analytics is not only possible, but with GDPR about to come online, it will become necessary to incorporate privacy in your data products. Which brings me to the main topic of this presentation: how do we build analytic services and products in an age when data privacy has emerged as an important issue?

Analytics 186

Analytics Artificial Inteligence Data Machine Learning 186

CIO

NOVEMBER 4, 2024

Over the next one to three years, 84% of businesses plan to increase investments in their data science and engineering teams, with a focus on generative AI, prompt engineering (45%), and data science/data analytics (44%), identified as the top areas requiring more AI expertise.

Infrastructure 193

Infrastructure Marketing Data Artificial Inteligence 193

TechCrunch

MARCH 16, 2022

TruEra , a startup that offers an AI quality management solution to optimize, explain and monitor machine learning models, today announced that it has raised a $25 million Series B round led by Menlo Ventures. “If I were the machine learning data scientist, what would I want to use?

Analytics 218

Analytics Artificial Inteligence Machine Learning Software Development 218

TechBeacon

OCTOBER 28, 2020

The ability to build artificial intelligence (AI) or machine-learning (ML) models is moving quickly away from the data scientist's domain and toward the citizen developer. Creating results from AI is getting easier, thanks to open-source tools that can convert AI/ML data streams into clear information that drives visualizations.

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Open Source Artificial Inteligence Artificial Intelligence Tools 136

AWS Machine Learning - AI

APRIL 1, 2025

You can accomplish this using two MCP servers: a custom-built MCP server for retrieving the AWS spend data and an open source MCP server from Perplexity AI to interpret the data. About the authors Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build generative AI solutions.

Generative AI 129

Generative AI AWS Artificial Inteligence Software Review 129

Github

NOVEMBER 8, 2023

First released in 2005, Git was still a new open source version control system when we founded GitHub. At GitHub, we know developers love to learn by doing and open source helps developers more rapidly adopt new technologies, integrate them into their workflows, and build what’s next.

Open Source 145

Open Source Generative AI Research Development 145

CIO

JANUARY 20, 2023

Many companies have been experimenting with advanced analytics and artificial intelligence (AI) to fill this need. Yet many are struggling to move into production because they don’t have the right foundational technologies to support AI and advanced analytics workloads. Some are relying on outmoded legacy hardware systems.

Analytics 205

Analytics Artificial Inteligence Artificial Intelligence Hardware 205

Cloudera

SEPTEMBER 10, 2020

Cloudera has been named a Leader in The Forrester Wave : Notebook-Based Predictive Analytics and Machine Learning, Q3 2020. For enterprise machine learning teams, this means having the right platform, tools, and processes that streamline end-to-end ML to tackle once-impossible business challenges effectively and at scale.

Machine Learning 95

Machine Learning Artificial Inteligence Analytics Open Source 95

O'Reilly Media - Data

SEPTEMBER 27, 2019

Cassie Kozyrkov offers actionable advice for taking advantage of machine learning, navigating the AI era, and staying safe as you innovate. Watch “ Staying safe in the AI era “ Recent trends in data and machine learning technologies. Arun Murthy introduces the open source Cloudera Data Platform (CDP).

Conference 215

Conference Data Artificial Inteligence Machine Learning 215

CIO

APRIL 22, 2022

Data science is a method for gleaning insights from structured and unstructured data using approaches ranging from statistical analysis to machine learning. Data science vs. data analytics. While closely related, data analytics is a component of data science, used to understand what an organization’s data looks like.

Data 210

Data Artificial Inteligence Machine Learning Analytics 210

TechCrunch

APRIL 12, 2022

Union.ai , a startup emerging from stealth with a commercial version of the open source AI orchestration platform Flyte, today announced that it raised $10 million in a round contributed by NEA and “select” angel investors. Thus, most companies start off with DIY — that is our primary competition,” Umare said.

Artificial Inteligence 202

Artificial Inteligence Machine Learning Open Source Biotech 202

O'Reilly Media - Ideas

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. Machine Learning model lifecycle management. Deep Learning. Data Platforms.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Enterprise 111

O'Reilly Media - Data

SEPTEMBER 12, 2018

Watch highlights from expert talks covering data science, machine learning, algorithmic accountability, and more. Preserving privacy and security in machine learning. Ben Lorica offers an overview of recent tools for building privacy-preserving and secure machine learning products and services. Watch " Wait.

Conference 208

Conference Artificial Inteligence Machine Learning Data 208

Invid Group

MARCH 19, 2024

What Is Machine Learning Used For? By INVID With the rise of AI, the term “machine learning” has grown increasingly common in today’s digitally driven world, where it is frequently credited with being the impetus behind many technical breakthroughs. Let’s break it down. Take retail, for instance.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Technical Review Artificial Intelligence 98

O'Reilly Media - Ideas

MAY 21, 2019

Companies successfully adopt machine learning either by building on existing data products and services, or by modernizing existing models and algorithms. I will highlight the results of a recent survey on machine learning adoption, and along the way describe recent trends in data and machine learning (ML) within companies.

Machine Learning 111

Machine Learning Artificial Inteligence Technical Review Company 111

Hacker Earth Developers Blog

JANUARY 18, 2023

The latter’s expanse is wide and complex – from simpler tasks like data entry, to intermediate ones like analysis, visualization, and insights, and to the more advanced machine learning models and AI algorithms. developed by companies like Facebook and Uber, which have been made open source.

Technical Review 264

Technical Review Artificial Inteligence Data Recruiting 264

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding. Additional integrations with services like Amazon Data Firehose , AWS Glue , and Amazon Athena allowed for historical reporting, user activity analytics, and sentiment trends over time through Amazon QuickSight.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. In contrast, our solution is an open-source project powered by Amazon Bedrock , offering a cost-effective alternative without those limitations.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

TechCrunch

JULY 6, 2022

IBM today announced that it acquired Databand , a startup developing an observability platform for data and machine learning pipelines. Details of the deal weren’t disclosed, but Tel Aviv-based Databand had raised $14.5 million prior to the acquisition.

Data 280

Data Open Source Artificial Inteligence Machine Learning 280

CIO

JANUARY 19, 2024

Whether you’re looking to earn a certification from an accredited university, gain experience as a new grad, hone vendor-specific skills, or demonstrate your knowledge of data analytics, the following certifications (presented in alphabetical order) will work for you. Check out our list of top big data and data analytics certifications.)

Artificial Inteligence 190

Artificial Inteligence Data Machine Learning Azure 190

TechCrunch

MAY 10, 2022

Data science teams are stymied by disorganization at their companies, impacting efforts to deploy timely AI and analytics projects. “The major challenges we see today in the industry are that machine learning projects tend to have elongated time-to-value and very low access across an organization.

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

TechCrunch

FEBRUARY 2, 2022

RudderStack , a platform that focuses on helping businesses build their customer data platforms to improve their analytics and marketing efforts, today announced that it has raised a $56 million Series B round led by Insight Partners, with previous investors Kleiner Perkins and S28 Capital also participating.

Data 204

Data Artificial Inteligence Machine Learning Architecture 204

CIO

APRIL 16, 2025

Data architecture: Ensuring data governance, security, a connected data model and seamless flow between systems and supporting analytics and AI drive business insights and efficiencies. Open source: This is an expanding offering in the industry and enterprise architecture stack beyond software, with huge potential.

Technical Review 172

Technical Review Enterprise Strategy Innovation 172

Altexsoft

MAY 12, 2022

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. At the same time, keep in mind that neither of those and other audio files can be fed directly to machine learning models.

Machine Learning 122

Machine Learning Artificial Inteligence Analysis Energy 122

TechCrunch

JUNE 30, 2022

“Many of the world’s largest, non-big tech firms naively believe that the open-source community and the open-source infrastructure owned by Google, Meta, and Nvidia, will eventually provide this, when their priorities and limitations show otherwise.” Image Credits: Modular.

System 228

System Artificial Inteligence Development Machine Learning 228

Xebia

MARCH 21, 2023

Visually, they look like this: (source: Analytics India Mag ) Robin, Android, or London are nodes with different properties such as age, version, or coordinates. Altimeter provides an open-source alternative to easily populate a complex graph database with your Cloud information in a matter of minutes.

Open Source 130

Open Source AWS Lambda Artificial Inteligence 130

TechCrunch

MARCH 15, 2021

million, funding that Xabi Uribe-Etxebarria, Sherpa’s founder and CEO, said it will be using to continue building out a privacy-focused machine learning platform based on a federated learning model alongside its existing conversational AI and search services. The company has closed $8.5

B2B 252

B2B Artificial Inteligence Machine Learning Open Source 252

Cloudera

DECEMBER 8, 2020

Two years ago we wrote a research report about Federated Learning. You can read it online here: Federated Learning. Federated Learning is a paradigm in which machine learning models are trained on decentralized data. However, it is an important tool in the private machine learning toolkit.

Machine Learning 85

Machine Learning Artificial Inteligence Data Conference 85

CIO

APRIL 16, 2025

Proprietary data formats and capacity-based pricing dissuade customers from mining the analytical value of historical data. Machine learning models are ideally suited to categorizing anomalies and surfacing relevant alerts so engineers can focus on critical performance and availability issues.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88