TechCrunch

OCTOBER 7, 2021

This made us curious, so we got ourselves a copy of DuVander’s book and reached out to him for additional insights. Why did you write a book titled “Developer Marketing Does Not Exist”? The book title is a call to these marketers to treat their technical audience differently. The main takeaway? ” What does that mean?

Weak Development Team 231

Weak Development Team Software Development Marketing Technical Advisors 231

InfoQ Culture Methods

MARCH 19, 2020

The book AI Crash Course by Hadelin de Ponteves contains a toolkit of four different AI models: Thompson Sampling, Q-Learning, Deep Q-Learning and Deep Convolutional Q-learning. It teaches the theory of these AI models and provides coding examples for solving industry cases based on these models. By Ben Linders, Hadelin de Ponteves.

Course 102

Course Software Review Examples Industry 102

CIO

DECEMBER 22, 2022

DataOps (data operations) is an agile, process-oriented methodology for developing and delivering analytics. It brings together DevOps teams with data engineers and data scientists to provide the tools, processes, and organizational structures to support the data-focused enterprise. What is DataOps?

Analytics 195

Analytics Data Engineering Machine Learning Artificial Inteligence 195

CIO

JANUARY 22, 2025

According to Ron Guerrier, CTO of Save the Children Foundation, one way of helping business leaders learn whats really possible is to recommend books to read on AI. Were going to identify and hire data engineers and data scientists from within and beyond our organization and were going to get ahead, he says.

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Weak Development Team Education Meeting Data 192

Erik Bernhardsson

DECEMBER 15, 2020

The difference with software engineers is that demand grows when the cost goes down. Your aunt's dental practice didn't use to have a website, but now it's worth having a whole online booking system. If you're a dentist, you're not going to hire an engineer to build you a booking system. The great productivity inequality.

Software Engineering 325

Software Engineering Engineering Tools Software 325

TechCrunch

JUNE 17, 2021

How many people are instantly booking those listings? ” The tool Airbnb built was Minerva , optimised specifically for the kinds of questions Airbnb might typically have for its own data. “But you also want to understand so many other things like, how many people are searching for listings in certain areas?

Metrics 247

Metrics Tools Data Big Data 247

AWS Machine Learning - AI

APRIL 1, 2025

With App Studio, technical professionals such as IT project managers, data engineers, enterprise architects, and solution architects can quickly develop applications tailored to their organizations needswithout requiring deep software development skills. She has worked with enterprises and ISVs, reaching millions of developers.

AWS 92

AWS Software Review Technical Review Generative AI 92

Apiumhub

APRIL 1, 2021

And there is nothing better than reading data science books to get the ball rolling. Learning data science through books will help you get a holistic view of Data Science as data science is not just about computing, it also includes mathematics, probability, statistics, programming, machine learning, and much more.

Artificial Inteligence 52

Artificial Inteligence Data Handbook Machine Learning 52

CIO

DECEMBER 16, 2022

Other non-certified skills attracting a pay premium of 19% included data engineering , the Zachman Framework , Azure Key Vault and site reliability engineering (SRE). Close behind and rising fast, though, were security auditing and bioinformatics, offering a pay premium of 19%, up 18.8% since March.

Technical Review 148

Technical Review Analytics AWS SCRUM 148

Let's Grow Leaders

JUNE 26, 2021

Tammy Cravit is a data engineer, friend, and advocate for LGBTQ inclusion. Your book made explicit a lot of things I’ve been doing intuitively and highlighted some places I can step up and do even better. I’m super excited to put those things into practice and to continue to grow my leadership skills as a result.

Authentication 119

Authentication Technical Review Leadership Exercises 119

InfoQ Culture Methods

NOVEMBER 21, 2019

The book Rebooting AI explains why a different approach other than deep learning is needed to unlock the potential of AI. Authors Gary Marcus and Ernest Davis propose that AI programs will have to have a large body of knowledge about the world in general, represented symbolically. By Ben Linders, Gary Marcus, Ernest Davis.

Programming 47

Programming Artificial Inteligence Machine Learning Data Engineering 47

Xebia

FEBRUARY 3, 2023

You start out really small, perhaps a Proof of Concept, a small app or data engineering pipeline. To make it concrete imagine you are building an app to book flight tickets, with order, price_calculation and reservation modules. Or you want to go full Domain Driven Design, with all the bells and whistles?

How To 130

How To Architecture Data Engineering Applications 130

Xebia

MARCH 13, 2025

The ML Design Patterns book describes it in more detail. Implementing an offline and online feature store is far from straight-forward and requires expert knowledge in the domain of data engineering. These combinations will be highlighted in the coming sections.

Training 130

Training Machine Learning Artificial Inteligence Data 130

InfoQ Culture Methods

JULY 28, 2020

To become a machine learning engineer, you have to interview. You have to gain relevant skills from books, courses, conferences, and projects. Include technologies, frameworks, and projects on your CV. In an interview, expect that you will be asked technical questions, insight questions, and programming questions.

Machine Learning 119

Machine Learning Artificial Inteligence Engineering How To 119

O'Reilly Media - Ideas

JULY 1, 2019

One area I’m particularly interested in is the application of AI and automation technologies in data science, data engineering, and software development. For a typical data scientist, data engineer, or developer, there is an explosion of tools and APIs they now need to work with and “master.”

Software Development 89

Software Development Artificial Inteligence Software Machine Learning 89

Apiumhub

APRIL 8, 2021

We have created a list of people to help you eliminate unnecessary noise while staying connected to the Data Science community. The people listed promote learning and the sharing of knowledge by sharing their insights through LinkedIn, Twitter, blog posts, podcasts, books, workshops, etc. Hilary Mason. Dr. GP Pulipaka. Ian Goodfellow.

Artificial Inteligence 110

Artificial Inteligence Technical Advisors Data Machine Learning 110

CIO

NOVEMBER 29, 2022

For data warehouses, it can be a wide column analytical table. Many companies reach a point where the rate of complexity exceeds the ability of data engineers and architects to support the data change management speed required for the business.

Organization 167

Organization Technical Review Data Artificial Inteligence 167

Apiumhub

JUNE 22, 2021

Data Innovation Summit topics. Same as last year, the event offers six workshops (crash-course) themes, each dedicated to a unique domain area: Data-driven Strategy, Analytics & Visualisation, Machine Learning, IoT Analytics & Data Management, Data Management and Data Engineering.

Innovation 84

Innovation Data Technical Review Artificial Inteligence 84

O'Reilly Media - Ideas

AUGUST 26, 2019

Additionally, delivering valuable content in a variety of formats—whether that is through books, videos, or live online training—is crucial to supporting employees to upskill and reskill on the job. page views for books, minutes for videos): Figure 1. Content usage across a few select AI and Data topics on oreilly.com.

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Artificial Inteligence Organization Machine Learning Artificial Intelligence 52

Confluent

JULY 11, 2019

Through this hands-on course, you will build an entire taxi-booking application using KSQL and Apache Kafka. Simon Aubury is a data geek on all things from databases to event streaming, architecture, IoT, and cloud. A data engineer architect from Sydney, Australia, he lives with his wife, two kids, and a grumpy cat.

Training 85

Training Course Exercises IoT 85

Apiumhub

NOVEMBER 17, 2022

Linda Rising – Independent Consultant, Author of numerous books & Queen of patterns. Dave Farley – Pioneer of Continuous Delivery & Author of the books “Continuous Delivery” and “Modern Software Engineer”. Patrick Kua – Author of numerous books, runs Level Up & Tech Lead Academy.

Technical Review 81

Technical Review Software Review Fractional CTO CTO Coach 81

Cloudera

FEBRUARY 16, 2021

Cloudera Operational Database enables developers to quickly build future-proof applications that are architected to handle data evolution. Many business applications such as flight booking and mobile banking rely on a database that can scale and serve data at low latency. Cloudera Data Warehouse to perform ETL operations.

Machine Learning 83

Machine Learning Artificial Inteligence Data Engineering Policies 83

Capgemini

MARCH 16, 2022

technologies (AI & analytics, cloud and edge computing, cybersecurity, 5G, IoT, and data engineering) are converging at speed. Bring the potential of DATA to the factory floor. Accelerate the digitalization journey. In the Factory of the Future, Intelligent Industry 4.0 Quality is and will remain the primary objective.

Industry 98

Industry IoT Technical Review Automotive 98

Honeycomb

APRIL 23, 2025

I recently wrote the foreword to the upcoming OReilly book on Open Source Observability. As the scope, mandate, budget, and impact of observability engineering teams continues to surge, I think the other element that these teams are going to need to skill up on are skills traditionally associated with data engineering.

Weak Development Team 106

Weak Development Team Metrics Storage Engineering 106

Cloudera

OCTOBER 19, 2023

Integrating these capabilities into a data platform gives telcos the flexibility to navigate changing conditions while enforcing data security, compliance with regulations, and delivering novel products. Download the e-book A Hybrid Data Cloud for Accelerated Insight and learn more about the benefits of a hybrid data platform.

Data 76

Data Compliance Architecture Data Engineering 76

Altexsoft

NOVEMBER 22, 2019

Hotel business produces a plethora of data literally every moment. When a tourist books an accommodation online, that’s new data. When a front office manager checks in a guest, that’s new data. When a housekeeper marks a room as clean, that’s new data. When something happens (you name it), that’s new data.

Hotels 18

Hotels Data Technical Review Systems Review 18

Cloudera

MAY 2, 2019

Hilary noted that empowering the data community to have an impact on cyberbullying and data misuse will likely need to come out of the regulatory and legal framework which holds companies liable for the abuse that women and others suffer on their platforms. Read Hilary’s book on this topic: Ethics and Data Science.

Big Data 93

Big Data Data Artificial Intelligence Artificial Inteligence 93

O'Reilly Media - Ideas

MARCH 1, 2022

Don Norman has published some excerpts from his forthcoming book, Design for a Better World , which will almost certainly become another classic. ApacheHop is a metadata-driven data orchestration for building dataflows and data pipelines. February was a short month, but it wasn’t short in interesting technology.

Trends 117

Trends Blockchain Serverless Malware 117

O'Reilly Media - Ideas

NOVEMBER 13, 2018

Below are the top search topics on our training platform: Beyond “search,” note that we’re seeing strong growth in consumption of content related to ML across all formats—books, posts, video, and training. One important change outlined in the report is the need for a set of data scientists who are independent from this model-building team.

Machine Learning 111

Machine Learning Artificial Inteligence Software Review Conference 111

TIBCO - Connected Intelligence

AUGUST 10, 2020

Taking action to leverage your data is a multi-step journey, outlined below: First, you have to recognize that sticking to the status quo is not an option. Your data demands, like your data itself, are outpacing your data engineering methods and teams. You can read the three seminal books on the subject.

Virtualization 69

Virtualization Data How To Data Engineering 69

DataRobot

SEPTEMBER 22, 2022

Deploying DataRobot has helped guide Matmut in forming new internal centres of excellence focused on Data Analytics, Data Science, and Data Engineering, working in collaboration across data, business and IT teams. Will you be onsite at Big Data & AI Paris? Book a Meeting. Olivier Monnier.

Big Data 52

Big Data Data Insurance Machine Learning 52

Altexsoft

MARCH 31, 2020

For instance, analyze sales for a given book or an author during the previous month. It means you must collect transactional data and move it from the database that supports transactions to another system that can handle large volumes of data. The simplest illustration for a data pipeline. Data pipeline components.

Data 76

Data Storage Analytics Data Center 76

InnovationM

AUGUST 31, 2023

As with other database management systems, MongoDB allows you to manage and interact with data through four fundamental types of data operations: CREATE – These steps focus on creating data in MongoDB to practice reading, modifying, and deleting data in the next steps of this guide.

Data 98

Data Programming Examples System 98

ParkMyCloud

DECEMBER 11, 2020

Coursera includes a number of free courses including topics in Machine Learning, Architecting, Data Engineering, Developing Applications, and the list goes on. . In conjunction with Coursera, Google Cloud offers hands-on training with specialized labs available via Qwiklabs , a learning lab environment for developers.

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Google Cloud Training Resources Cloud 97

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., modeling bias in criminal sentencing or using dummy features with human bias while building financial models.

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Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 161

Hu's Place - HitachiVantara

SEPTEMBER 26, 2018

Malcolm Gladwell is a writer for The New Yorker and has published five books that have been on the Times bestselling list: Tipping Point, Blink, Outliers, What the Dog Saw, and David and Goliath. At Hitachi Vantara’s NEXT 2018 event, this week in San Diego, we were fortunate to have Malcolm Gladwell as a keynote speaker.

Software Review 60

Software Review Systems Review Technical Review Big Data 60

AWS Machine Learning - AI

JULY 10, 2024

With App Studio, a user simply describes the application they want, what they want it to do, and the data sources they want to integrate with, and App Studio builds an application in minutes that could have taken a professional developer days to build a similar application from scratch.

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Artificial Inteligence AWS Generative AI Knowledge Base 136