Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. Source: Python Developers Survey 2020 Results. 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. How Python is used. Object-oriented.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

O'Reilly Media - Ideas

JANUARY 25, 2024

Remember that these “units” are “viewed” by our users, who are largely professional software developers and programmers. Software Development Most of the topics that fall under software development declined in 2023. Software developers are responsible for designing and building bigger and more complex projects than ever.

Trends 116

Trends Technical Review Technology Artificial Inteligence 116

Altexsoft

FEBRUARY 11, 2023

Bad data management be like, Source: Makeameme Data architects are sometimes confused with other roles inside the data science team. What is the main difference between a data architect and a data engineer? By the way, we have a video dedicated to the data engineering working principles.

Data 87

Data Data Engineering Big Data Architecture 87

Altexsoft

APRIL 26, 2022

The former extracts and transforms information before loading it into centralized storage while the latter allows for loading data prior to transformation. Developed in 2012 and officially launched in 2014, Snowflake is a cloud-based data platform provided as a SaaS (Software-as-a-Service) solution with a completely new SQL query engine.

Weak Development Team 59

Weak Development Team Data Storage Technical Review 59

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. That’s what we mean by doing good data science.

Data 179

Data Weak Development Team Software Review Culture 179

Altexsoft

AUGUST 25, 2021

Sentiment analysis. Sentiment analysis helps brands learn what the audience or employees think of their company or product, prioritize customer service tasks, and detect industry trends. Sentiment analysis results by Google Cloud Natural Language API. Any ML project starts with data preparation. Language detection.

Tools 139

Tools Artificial Inteligence Technical Review Systems Review 139

Altexsoft

JUNE 11, 2021

Process mining is a set of techniques for the analysis of operational processes based on event logs extracted from company’s databases, information systems, or business management software such as enterprise resource planning (ERP), customer relationship management (CRM), electronic health records (EHR), etc. What is process mining?

Applications 69

Applications Weak Development Team Systems Review Software Review 69

Altexsoft

JULY 23, 2020

The fusion of terms “machine learning” and “operations”, MLOps is a set of methods to automate the lifecycle of machine learning algorithms in production — from initial model training to deployment to retraining against new data. MLOps lies at the confluence of ML, data engineering, and DevOps. Training never ends.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

O'Reilly Media - Ideas

MARCH 31, 2020

You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives. Why AI software development is different. AI products are automated systems that collect and learn from data to make user-facing decisions.

Product Management 137

Product Management Artificial Inteligence Machine Learning Software Review 137

O'Reilly Media - Data

MARCH 22, 2018

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., Exploratory data analysis and visualization. Dimensionality reduction: Principal component analysis (PCA) (see Figure 2).

Off-The-Shelf 117

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 117

Altexsoft

FEBRUARY 22, 2022

Predictive maintenance (PdM) involves constant monitoring of your equipment condition and conducting repairs only when bad trends are detected – but before breakdowns occur. Integration with scheduling software will support your workforce management and help organize shifts of service teams.

Software Review 52

Software Review Technical Review Software Technology 52

O'Reilly Media - Ideas

JULY 15, 2020

Most (74%) respondents say their teams own the build-test-deploy-maintain phases of the software lifecycle. Teams that own the lifecycle succeed at a rate 18% higher than those that don’t. Adding architects and engineers, we see that roughly 55% of the respondents are directly involved in software development.

Microservices 139

Microservices Weak Development Team Survey Architecture 139

O'Reilly Media - Ideas

MARCH 1, 2023

Now developers are using AI to write software. Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. A lot has happened in the past year.

Trends 134

Trends Technical Review Technology Software Review 134

O'Reilly Media - Ideas

JANUARY 25, 2022

AI is making that transition now; we can see it in our data. What developments represent new ways of thinking, and what do those ways of thinking mean? What are the bigger changes shaping the future of software development and software architecture? What does that mean, and how is it affecting software developers?

Trends 110

Trends Technical Review Technology Artificial Inteligence 110

Altexsoft

APRIL 13, 2023

For example, you’ll deal with real-time data streams if you want to adopt predictive maintenance which requires constant condition monitoring or implement an RTLS system to continuously track your handling equipment and other assets. So here are some of the reasons control towers are actually being developed. To buy or build?

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

Altexsoft

NOVEMBER 9, 2021

If you use a separate RFI (Request for information), RFP (Request for Proposal), or RFQ (Request for Quote) platform, you’ll have to integrate it with your ERP or procurement system to collect the necessary supplier data. Price analysis dashboard by Sievo with opportunities overview. Cost analysis. Contract audit.

Analytics 52

Analytics Software Review Systems Review Technical Review 52

BPM

JANUARY 18, 2019

So BPM is today another form of low-code application development. Process mining will be incorporated into larger suites of professional business process analysis tools. This will aid the faster creation of baseline models, enabling analysis and process improvement. All of them virtually not true. Phil Simpson Red Hat [link].

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

Altexsoft

OCTOBER 8, 2021

What’s more, that data comes in different forms and its volumes keep growing rapidly every day — hence the name of Big Data. The good news is, businesses can choose the path of data integration to make the most out of the available information. Cloud-based data integration tools. Data loading. That’s a lot of work.

Tools 52

Tools Data Software Review Open Source 52

John Snow Labs

MAY 24, 2023

Developing a machine learning model requires a big amount of training data. Therefore, the data needs to be properly labeled/categorized for a particular use case. For instance, we need specialized tools to prepare annotations in an expected format to feed into the training pipelines.

Tools 52

Tools Machine Learning Artificial Inteligence Software Review 52

O'Reilly Media - Ideas

MARCH 18, 2020

More than half of respondent organizations identify as “mature” adopters of AI technologies: that is, they’re using AI for analysis or in production. One-sixth of respondents identify as data scientists, but executives—i.e., What is more, almost three-quarters of survey respondents say they work with data in their jobs.

Enterprise 132

Enterprise Survey Technical Review Weak Development Team 132

Altexsoft

NOVEMBER 22, 2019

Designed to manage hospitality and food & beverage spends, the cloud-based system adopted by the hotel giant offers real-time tracking of purchase transactions, uncovers slightest discrepancies between purchase orders and invoices, automatically generates standard documents, and provides budget analysis. Estimating channel profitability.

Hotels 18

Hotels Data Technical Review Systems Review 18

O'Reilly Media - Ideas

JANUARY 25, 2021

We’ve explored usage across all publishing partners and learning modes, from live training courses and online events to interactive functionality provided by Katacoda and Jupyter notebooks. We’ve included search data in the graphs, although we have avoided using search data in our analysis. frameworks.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145