d2iq

JULY 11, 2022

The common misconception of open-source Kubernetes is that it is free—but in reality, it has a lot of associated costs, including labor and potential business losses from wasted time, effort, and being late to market. Assembling and managing a Kubernetes platform requires highly skilled Kubernetes architects, engineers, and developers.

Open Source 81

Open Source Artificial Inteligence Infrastructure Load Balancer 81

Confluent

FEBRUARY 6, 2019

Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy. It takes much more effort than just building an analytic model with Python and your favorite machine learning framework. Impedance mismatch between data scientists, data engineers and production engineers.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

Netflix Tech

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?”

Open Source 92

Open Source Data Machine Learning Artificial Inteligence 92

TechCrunch

NOVEMBER 16, 2020

Arrikto , a startup that wants to speed up the machine learning development lifecycle by allowing engineers and data scientists to treat data like code, is coming out of stealth today and announcing a $10 million Series A round. “We make it super easy to set up end-to-end machine learning pipelines. .

Machine Learning 280

Machine Learning Artificial Inteligence Open Source Software Development 280

d2iq

FEBRUARY 19, 2021

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

Apiumhub

OCTOBER 16, 2018

Machine learning is a branch of computer science that uses statistical methods to give computers the ability to self-improve without direct human supervision. Machine learning frameworks have changed the way web development companies utilize data. 5 Best Machine Learning Frameworks for Web Development.

Artificial Inteligence 75

Artificial Inteligence Machine Learning Web Development Software Review 75

Cloudera

JANUARY 20, 2021

to make a classification model based off of training data stored in both Cloudera’s Operational Database (powered by Apache HBase) and Apache HDFS. Machine learning is now being used to solve many real-time problems. As a result, I decided to use an open-source Occupancy Detection Data Set to build this application.

Machine Learning 115

Machine Learning Artificial Inteligence Applications Data 115

CIO

SEPTEMBER 21, 2023

With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.” Traditional ML requires a lot of data, experienced data scientists, as well as training and tuning. Open-source AI Open source has long been a driver of innovation in the AI space.

Artificial Inteligence 316

Artificial Inteligence Enterprise Trends ChatGPT 316

CIO

DECEMBER 20, 2023

GENERATIVE AI & LOW/NO-CODE As Generative AI and low-code technology are increasingly merging, businesses can unlock numerous opportunities while using them in tandem: Shared spotlight with non-IT experts: Generative AI allows “citizen developers” to take advantage of the opportunities in development with minimal software training and skills.

Generative AI 295

Generative AI Software Review Technical Review Weak Development Team 295

Erik Bernhardsson

APRIL 21, 2015

There’s a bunch of companies working on machine learning as a service. Instead of the negative let’s go through the ways I think a machine learning API can actually be useful (ok full disclosure: I don’t think it’s very many). It’s true that lots of machine learning has a bit of a gap between academia an industry.

Machine Learning 112

Machine Learning Artificial Inteligence Off-The-Shelf Cloud 112

Netflix Tech

DECEMBER 10, 2020

In this post we explore how machine learning and statistical modeling can aid creative decision makers in tackling these questions at a global scale. All models were developed and deployed using metaflow , Netflix’s open source framework for bringing models into production. box office, Nielsen ratings).

Machine Learning 94

Machine Learning Artificial Inteligence Film Training 94

CIO

AUGUST 1, 2023

It will be driven by the fierce pace of evolution of best-of-breed technology like the Apache open-source data ecosystem. Conversational customer interaction, for example, gets better when trained on more data from those domain-specific interactions–and even better when trained on data from the individual user’s prior interactions.

Strategy 130

Strategy Artificial Inteligence Generative AI Open Source 130

Cloudera

MAY 23, 2024

However, training models require huge hardware resources, significant budgets and specialist teams. Open LLMs i.e. models whose code and datasets have been shared with the community, have been a game changer in enabling enterprises to adapt LLMs, however pre-trained LLMs tend to perform poorly on enterprise-specific information searches.

Artificial Inteligence 80

Artificial Inteligence System ChatGPT Open Source 80

Cloudera

OCTOBER 13, 2021

Imagine if you had to explain what machine learning is and how to use it. Cloudera produced a series of ebooks — Production Machine Learning For Dummies , Apache NiFi For Dummies , and Apache Flink For Dummies (coming soon) — to help simplify even the most complex tech topics. There’s no need to panic.

Machine Learning 75

Machine Learning Artificial Inteligence Data IoT 75

CIO

JUNE 7, 2023

This data in turn is used to train and serve machine learning models. And they all rely on the open-source NoSQL database Apache Cassandra ®. Real-time AI demands large amounts of data to train ML models and make accurate predictions or generate new content very quickly.

Organization 130

Organization Artificial Inteligence Open Source Architecture 130

Netflix Tech

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?”

Open Source 53

Open Source Data Machine Learning Artificial Inteligence 53

Erik Bernhardsson

APRIL 21, 2015

There’s a bunch of companies working on machine learning as a service. Instead of the negative let’s go through the ways I think a machine learning API can actually be useful (ok full disclosure: I don’t think it’s very many). It’s true that lots of machine learning has a bit of a gap between academia an industry.

Machine Learning 100

Machine Learning Artificial Inteligence Off-The-Shelf Cloud 100

O'Reilly Media - Data

FEBRUARY 28, 2018

This is the third and final installment in this blog series comparing two leading open source natural language processing software libraries: John Snow Labs’ NLP for Apache Spark and Explosion AI’s spaCy. Here are the accuracy comparisons from the models training in Part 1 of this blog series : Figure 1. Performance.

Scalability 156

Scalability Performance Comparison Training 156

The Crazy Programmer

MARCH 15, 2021

Average number of job openings (as per search on Indeed.com): 12,446 in US. It is a very versatile, platform independent and scalable language because of which it can be used across various platforms. It is frequently used in developing web applications, data science, machine learning, quality assurance, cyber security and devops.

Programming 317

Programming Open Source Quality Assurance Trends 317

Netflix Tech

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

System 90

System Machine Learning Artificial Inteligence Training 90

O'Reilly Media - Data

OCTOBER 31, 2019

Opening keynote. Jeff Dean explains why Google open-sourced TensorFlow and discusses its progress. Watch “ Opening keynote “ Accelerating ML at Twitter. Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product.

Machine Learning 198

Machine Learning Artificial Inteligence IoT Open Source 198

CIO

AUGUST 24, 2023

Multinational data infrastructure company Equinix has been capitalizing on machine learning (ML) since 2018, thanks to an initiative that uses ML probabilistic modeling to predict prospective customers’ likelihood of buying Equinix offerings — a program that has contributed millions of dollars in revenue since its inception.

Artificial Inteligence 185

Artificial Inteligence Minimum Viable Product Machine Learning Artificial Intelligence 185

Cloudera

JANUARY 30, 2019

CDSW was designed precisely to resolve this common conflict, offering data science teams a modern, collaborative environment for rapid development using open tools and libraries, plus on-demand access to data and compute. Beyond Notebooks — Secure and Scalable for Enterprise by Design. What is CDSW? Register Now.

Machine Learning 76

Machine Learning Artificial Inteligence Data Open Source 76

Xicom

SEPTEMBER 26, 2018

You talk to any Software developer and he will agree that right now machine learning is the hottest and latest trends in software development market. Researchers believe that Machine Learning is going to totally transform the web development process of many types, including web and mobile applications development.

Machine Learning 40

Machine Learning Artificial Inteligence Web Development Development 40

TechCrunch

MARCH 30, 2023

As for Fixie’s chief AI officer, Hessam Bagherinezhad, he was a machine learning exec at Apple on products including the iPhone and Apple Watch. He also conceded that fine-tuning alternatives to the Fixie platform exist, like the open source LangChain and Llama Index. That’s where Fixie comes in.”

Artificial Inteligence 255

Artificial Inteligence ChatGPT Company Generative AI 255

CIO

JULY 18, 2023

Still, software developers seeking to leverage graphics chips for non-graphical applications had to wrangle their calculations into a form that could be sent to the GPU as a series of instructions for either Microsoft’s DirectX graphics API or the open-source OpenGL (Open Graphics Library).

Artificial Inteligence 233

Artificial Inteligence Company Pharmaceuticals 3D 233

CIO

SEPTEMBER 2, 2022

In the finance industry, software engineers are often tasked with assisting in the technical front-end strategy, writing code, contributing to open-source projects, and helping the company deliver customer-facing services. Other sought-after skills include Python, R, JavaScript, C++, Apache Spark, and Hadoop. .

Software Engineering 246

Software Engineering Data Engineering DevOps AWS 246

CIO

AUGUST 31, 2022

In the finance industry, software engineers are often tasked with assisting in the technical front-end strategy, writing code, contributing to open-source projects, and helping the company deliver customer-facing services. Other sought-after skills include Python, R, JavaScript, C++, Apache Spark, and Hadoop. .

Software Engineering 246

Software Engineering Data Engineering DevOps AWS 246

Openxcell

JULY 18, 2023

Top 10 AI Platforms in the Market Now you must be intrigued to know about a few Artificial Intelligence (AI) platforms available to provide open-source solutions for business development. Moreover, it assists a wide range of Machine Learning algorithms and provides a network for complex predictive analytics.

Artificial Inteligence 52

Artificial Inteligence Artificial Intelligence Machine Learning Open Source 52

Cloudera

DECEMBER 20, 2023

We see AI applications like chatbots being built on top of closed-source or open source foundational models. Those models are trained or augmented with data from a data management platform. We’ll start with the enterprise AI stack. Then they can build the application on CML using frameworks like Flask.

Artificial Inteligence 71

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

AWS Machine Learning - AI

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.

Artificial Inteligence 115

Artificial Inteligence Generative AI Security Applications 115

Exadel

FEBRUARY 20, 2023

The technological landscape has evolved to include AI assistants, self-driving cars, and machine learning solutions that process data in a blink of an eye. Major Players for AI in the Cloud For the scope of this article, AI is defined as machine learning, since ML is the biggest constituent of the technology.

Artificial Inteligence 52

Artificial Inteligence Cloud Machine Learning Azure 52

Perficient

FEBRUARY 13, 2024

It was developed by the creators of Apache Spark, an open-source big data processing framework. Dolly is an open-source Large Language Model (LLM) that generates text and follows natural language instructions. Trained on 15k instructions/responses. Trained on 15k instructions/responses. What is Dolly?

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

OTS Solutions

SEPTEMBER 5, 2023

Train staff on both DevOps Development and Cloud Computing If you are dealing with issues with the implementation of DevOps Development in the cloud, you are probably fighting a battle that is both cultural and technological. Here are some of the best practices to adopt for DevOps Development.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Fine-tuning would allow Vitech to train the model on a small sample set, thereby allowing the model to provide response using Vitech’s vocabulary. Outside of work, Samit enjoys playing cricket, traveling, and biking.

Artificial Inteligence 95

Artificial Inteligence Technical Review Development Team Review Software Review 95

O'Reilly Media - Ideas

JUNE 18, 2019

Machine learning solutions for data integration, cleaning, and data generation are beginning to emerge. “AI In this post, we shed some light on various efforts toward generating data for machine learning (ML) models. Error detection and automatic repairing/imputation. Data unification and integration.

Data 106

Data Machine Learning Artificial Inteligence Training 106

Apiumhub

SEPTEMBER 20, 2023

From software architecture to artificial intelligence and machine learning, ​​these conferences offer unparalleled insights, networking opportunities, and a glimpse into the future of technology. This tech conference features 30 sessions over two days and several all-day training sessions. Interested in attending?

Conference 96

Conference Artificial Inteligence UI/UX Machine Learning 96