O'Reilly Media - Ideas

JANUARY 25, 2024

While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. We’re skeptical about things like job displacement, at least in technology. This has been a strange year. What will those changes be?

Trends 119

Trends Technical Review Technology Artificial Inteligence 119

TechCrunch

JANUARY 10, 2023

In a large-scale survey of IT decision makers published last September, 75% of the respondents said they expected to increase their observability spend in 2022 “significantly” to better plan, deploy and run software. “Every day, executives are making decisions based on data that is incorrect. .”

Data 241

Data Software Review Technical Review Systems Review 241

Mentormate

JANUARY 11, 2022

With hundreds of active clients and projects each year, MentorMate is in an excellent position to share our perspective on what’s happening across different industries, technology stacks, and business environments from startup to enterprise. Technology is an enabler. People need onboarding and training.

Technical Review 98

Technical Review Trends Off-The-Shelf Software Review 98

TechCrunch

MAY 18, 2022

. “At the time, we all worked at different companies and in different industries yet shared the same struggle with model accuracy due to poor-quality training data. We agreed that the only viable solution was to have internal teams with domain expertise be responsible for annotating and curating training data.

Open Source 203

Open Source Weak Development Team Artificial Inteligence Data 203

TechCrunch

OCTOBER 7, 2021

Now, a startup that is building tools to make it easier for engineers to implement the two simultaneously is announcing a round of growth funding to continue expanding its operations. “But now we are running into the bottleneck of the data. But humans are not meant to be mined.”

Artificial Inteligence 246

Artificial Inteligence Technical Review Engineering Data 246

Xebia

FEBRUARY 25, 2024

The first part will be about the what and why of MLOps and the second part about technical aspects of MLOps. This post is based on a tutorial given at EuroPython 2023 in Prague: How to MLOps: Experiment tracking & deployment and a Code Breakfast given at Xebia Data together with Jeroen Overschie. Code is made available here.

Applications 130

Applications Technical Review Software Review Azure 130

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 302

Big Data Analytics Data eLearning 302

AWS Machine Learning - AI

JANUARY 26, 2024

What operational and technical best practices can I integrate into how my organization builds generative AI LLM applications to manage risk and increase confidence in generative AI applications using LLMs? What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

Artificial Inteligence 117

Artificial Inteligence Generative AI Security Applications 117

O'Reilly Media - Ideas

MARCH 1, 2023

In 2021, we saw that GPT-3 could write stories and even help people write software ; in 2022, ChatGPT showed that you can have conversations with an AI. Now developers are using AI to write software. Our data shows us what O’Reilly’s 2.8 A lot has happened in the past year. What’s real, and what isn’t?

Trends 137

Trends Technical Review Technology Software Review 137

Altexsoft

FEBRUARY 22, 2022

And breakdowns are just too expensive, especially at a fleet-wide scale (not to mention risking drivers’ lives, losses due to unfulfilled contracts and related downtime, and customer dissatisfaction). Data is gathered from connected sensors and analyzed so that predictions of possible failures can be generated.

Software Review 52

Software Review Technical Review Software Technology 52

Altexsoft

AUGUST 25, 2020

That’s why a data specialist with big data skills is one of the most sought-after IT candidates. Data Engineering positions have grown by half and they typically require big data skills. Data engineering vs big data engineering. Big data processing. maintaining data pipeline.

Big Data 75

Big Data Data Engineering Engineering Data 75

TechCrunch

SEPTEMBER 29, 2022

Despite the boom of education technology investment and innovation over the past few years, founder Julia Stiglitz , who broke into the edtech world as an early Coursera employee , thinks there’s a lot of room to grow. As far as early users go, it’s not going for the solopreneur who wants to break into tech. That’s how we get scale.”.

Course 180

Course Technical Review Machine Learning Artificial Inteligence 180

Altexsoft

APRIL 22, 2020

Processing data systematically requires a dedicated ecosystem called data pipeline : a set of technologies that form a specific environment where data is obtained, stored, processed, and queried. So, along with data scientists who create algorithms, there are data engineers, the architects of data platforms.

Data Engineering 69

Data Engineering Engineering Artificial Inteligence Data 69

Xebia

JULY 19, 2023

Leaving software untested is like writing a cheque without verifying the amount or recipient; you can do it right the first time, but you’d rather check twice to avoid nasty surprises or even catastrophic results. Take, for example, the code bug that bankrupted Knight Capital Group by making them lose USD 460M in less than an hour.

Artificial Inteligence 130

Artificial Inteligence Systems Review Testing System 130

CIO

JUNE 28, 2023

These circumstances have induced uncertainty across our entire business value chain,” says Venkat Gopalan, chief digital, data and technology officer, Belcorp. “As The team leaned on data scientists and bio scientists for expert support.

Technical Review 196

Technical Review Analytics Innovation Artificial Intelligence 196

Mentormate

DECEMBER 12, 2023

This data then undergoes manual cleaning to address inconsistencies, from measurement outliers to data entry mistakes. Afterward, the data is labeled to create training and testing datasets. Subsequently, data scientists evaluate the model’s accuracy, precision, and recall metrics to pinpoint high-risk patients.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Technical Review Development 52

Honeycomb

MARCH 6, 2024

With their application stack hosted on AWS, Phorest delivers a premier software solution that empowers their salon and spa business customers to thrive. Ensuring every engineer has access to an observability tool is integral to the company’s success model, enabling them to deliver great code for their designated software services.

Culture 58

Culture Software Review Systems Review Technical Review 58

Altexsoft

DECEMBER 4, 2020

Businesses can no longer count on using the same technologies for decades. Hardware and software become obsolete sooner than ever before. So data migration is an unavoidable challenge each company faces once in a while. Types of data migration tools. There are three major types of data migration software to choose from.

Software Review 69

Software Review Software Data Technical Review 69

CIO

JULY 14, 2023

CIOs want to take advantage of this but on their terms—and their own data. As so often happens with new technologies, the question is whether to build or buy. To get good output, you need to create a data environment that can be consumed by the model,” he says. Every company will be doing that,” he adds.

Generative AI 202

Generative AI Artificial Inteligence Open Source ChatGPT 202

O'Reilly Media - Ideas

JUNE 4, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. Spotlight on Data: Data Storytelling with Mico Yuk , July 15.

Course 68

Course Training Artificial Inteligence Software Review 68

Altexsoft

DECEMBER 9, 2020

Moreover, the MicroStrategy Global Analytics Study reports that access to data is extremely limited, taking 60 percent of employees hours or even days to get the information they need. Different technologies and methods are used and different specialists are involved. Often, no technologies are involved in data analysis.

Analytics 102

Analytics Technical Review Technology Applications 102

O'Reilly Media - Ideas

JANUARY 25, 2022

Last year we cautioned against a “horse race” view of technology. While new technologies may appear on the scene suddenly, the long, slow process of making things that work rarely attracts as much attention. What are the bigger changes shaping the future of software development and software architecture?

Trends 111

Trends Technical Review Technology Artificial Inteligence 111

d2iq

FEBRUARY 19, 2021

As little as 5% of the code of production machine learning systems is the model itself. 2015): Hidden Technical Debt in Machine Learning Systems. The model itself (purple) accounts for as little as 5% of the code of a machine learning system. The data engineer’s main focus is on ETL: extracting, transforming, and loading data.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

Altexsoft

MARCH 30, 2023

But what do the gas and oil corporation, the computer software giant, the luxury fashion house, the top outdoor brand, and the multinational pharmaceutical enterprise have in common? The answer is simple: They use the same technology to make the most of data. How data engineering works in 14 minutes.

Weak Development Team 64

Weak Development Team Machine Learning Artificial Inteligence Software Review 64

Hu's Place - HitachiVantara

JANUARY 15, 2019

This new company will unify the operations of these three companies into a single integrated business as Hitachi Vantara to capitalize on Hitachi’s social innovation capability in both operational technologies (OT) and information technologies (IT). 2019 will provide even more proof points.

Systems Review 72

Systems Review Storage System Software Review 72

Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. Much less often the technology is mentioned in terms of deployment. Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. More time for development of new models.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

O'Reilly Media - Ideas

JUNE 5, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. Spotlight on Data: Data Storytelling with Mico Yuk , July 15.

Course 51

Course Training Artificial Inteligence Software Review 51

Apiumhub

JUNE 22, 2021

Data Innovation Summit topics. Data Innovation Summit: networking platform. The Data Innovation Summit is a great opportunity not only to learn but to meet your peers from other organisations, industries and sectors in the Nordic and beyond.

Innovation 83

Innovation Data Technical Review Artificial Inteligence 83

Cloudera

MAY 27, 2021

An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. No matter how good the intentions behind the development of a technology, someone is bound to corrupt and manipulate it. Big data and AI amplify the problem. “If and a consultant on software development. .

Artificial Inteligence 117

Artificial Inteligence Artificial Intelligence Technical Review Systems Review 117

Altexsoft

AUGUST 25, 2021

Internet search engines are wonderfully helpful when auto-filling our queries, language translation has never been more seamless and correct, and advanced grammar checks save our reputation when we’re sending emails. And this technology of Natural Language Processing is available to all businesses. Low-level vs high-level NLP tasks.

Tools 139

Tools Artificial Inteligence Technical Review Systems Review 139

Existek

SEPTEMBER 28, 2023

Responsibilities of AI engineers Requirements to hire AI developers Where to find AI developers? Considering the rapid pace of technological advancements, we can’t underestimate the maturation of AI. Like any other developer, the role of AI experts embraces creating, testing, and deploying code. How to hire AI developers?

Artificial Inteligence 52

Artificial Inteligence Development How To Artificial Intelligence 52

O'Reilly Media - Data

JULY 10, 2018

Data scientists, data engineers, AI and ML developers, and other data professionals need to live ethical values, not just talk about them. The hard thing about being an ethical data scientist isn’t understanding ethics. It’s doing good data science. We already have good standards for data ethics.

Data 170

Data Weak Development Team Software Review Culture 170

O'Reilly Media - Ideas

SEPTEMBER 15, 2021

Most respondents participated in training of some form. Learning new skills and improving old ones were the most common reasons for training, though hireability and job security were also factors. Company-provided training opportunities were most strongly associated with pay increases. Demographics.

Survey 145

Survey Data Technical Review Training 145

Altexsoft

JUNE 26, 2023

While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. What is data collection?

Machine Learning 52

Machine Learning Artificial Inteligence Data Systems Review 52

Netflix Tech

NOVEMBER 20, 2023

IPS enables users to continue to use the data processing patterns with minimal changes. Introduction Netflix relies on data to power its business in all phases. As our business scales globally, the demand for data is growing and the needs for scalable low latency incremental processing begin to emerge. past 3 hours or 10 days).

Windows 84

Windows Software Review Data Engineering 84

Hu's Place - HitachiVantara

APRIL 11, 2019

According to the Harvard Business Review , " Cross-industry studies show that on average, less than half of an organization’s structured data is actively used in making decisions—and less than 1% of its unstructured data is analyzed or used at all. That was in a report back in 2017. What has changed since then?

Data Engineering 81

Data Engineering Machine Learning Artificial Inteligence Technical Review 81

Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. machine learning , DevOps and system administration, automated-testing, software prototyping, and. This distinguishes Python from domain-specific languages like HTML and CSS limited to web design or SQL created for accessing data in relational database management systems. many others. Interpreted.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94