Netflix Tech

OCTOBER 28, 2021

Data Engineers of Netflix?—?Interview Interview with Pallavi Phadnis This post is part of our “ Data Engineers of Netflix ” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Pallavi Phadnis is a Senior Software Engineer at Netflix.

Data Engineering 72

Data Engineering Engineering Data Software Engineering 72

O'Reilly Media - Ideas

FEBRUARY 11, 2020

Data scientists and analysts, data engineers, and the people who manage them comprise 40% of the audience; developers and their managers, about 22%. Data quality might get worse before it gets better. Comparatively few organizations have created dedicated data quality teams. This is hardly surprising.

Weak Development Team 145

Weak Development Team Data Technical Review Survey 145

Altexsoft

OCTOBER 21, 2022

Similar to Google in web browsing and Photoshop in image processing, it became a gold standard in data streaming, preferred by 70 percent of Fortune 500 companies. Apache Kafka is an open-source, distributed streaming platform for messaging, storing, processing, and integrating large data volumes in real time.

Weak Development Team 93

Weak Development Team Technical Review Systems Review Open Source 93

Altexsoft

MARCH 30, 2023

What is Databricks Databricks is an analytics platform with a unified set of tools for data engineering, data management , data science, and machine learning. It combines the best elements of a data warehouse, a centralized repository for structured data, and a data lake used to host large amounts of raw data.

Weak Development Team 64

Weak Development Team Artificial Inteligence Machine Learning Software Review 64

Erik Bernhardsson

JUNE 7, 2014

Recruiting is one of those things where the Dunning-Kruger effect is the most pronounced: the more you do it, the more you realize how bad you are at it. Blog, talk at meetups, open source stuff , go to conferences. I think most people in the industry are fed up with bad bulk messages over email/LinkedIn.

Recruiting 102

Recruiting Weak Development Team Data Software Review 102

Erik Bernhardsson

JUNE 7, 2014

Recruiting is one of those things where the Dunning-Kruger effect is the most pronounced: the more you do it, the more you realize how bad you are at it. Blog, talk at meetups, open source stuff , go to conferences. I think most people in the industry are fed up with bad bulk messages over email/LinkedIn.

Recruiting 100

Recruiting Weak Development Team Data Software Review 100

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 - 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., Interpreting high-dimensional MNIST data by visualizing in 3D using PCA for building domain knowledge using TensorFlow.

Off-The-Shelf 173

Off-The-Shelf Artificial Inteligence Machine Learning Weak Development Team 173

Hu's Place - HitachiVantara

MAY 10, 2019

Rule-based fraud detection software is being replaced or augmented by machine-learning algorithms that do a better job of recognizing fraud patterns that can be correlated across several data sources. DataOps is required to engineer and prepare the data so that the machine learning algorithms can be efficient and effective.

Data 90

Data Artificial Inteligence Machine Learning Weak Development Team 90

Altexsoft

JULY 18, 2023

Maintained by the Apache Software Foundation, Apache Spark is an open-source, unified engine designed for large-scale data analytics. With its native support for in-memory distributed processing and fault tolerance, Spark empowers users to build complex, multi-stage data pipelines with relative ease and efficiency.

Weak Development Team 52

Weak Development Team Big Data Data Artificial Inteligence 52

Altexsoft

DECEMBER 14, 2022

Gone are the days of a web app being developed using a common LAMP (Linux, Apache, MySQL, and PHP ) stack. What’s more, this software may run either partly or completely on top of different hardware – from a developer’s computer to a production cloud provider. Since its creation, Docker has been an open-source project.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

O'Reilly Media - Ideas

MARCH 18, 2020

Whether it’s controlling for common risk factors—bias in model development, missing or poorly conditioned data, the tendency of models to degrade in production—or instantiating formal processes to promote data governance, adopters will have their work cut out for them as they work to establish reliable AI production lines.

Enterprise 139

Enterprise Survey Technical Review Weak Development Team 139

Altexsoft

AUGUST 25, 2021

Besides simply looking for email addresses associated with spam, these systems notice slight indications of spam emails, like bad grammar and spelling, urgency, financial language, and so on. Often used for directing customer requests to an appropriate team, language detection highlights the languages used in emails and chats.

Tools 139

Tools Artificial Inteligence Technical Review Systems Review 139

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 145

Product Management Artificial Inteligence Machine Learning Weak Development Team 145

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

Abhishek Tiwari

JULY 20, 2019

When it comes to organising engineering teams, a popular view has been to organise your teams based on either Spotify's agile model (i.e. squads, chapters, tribes, and guilds) or simply follow Amazon's two-pizza team model. It is one of the ways you can organise your engineering teams in a retail environment.

Engineering 61

Engineering Weak Development Team Software Review Technical Review 61

Cloudera

AUGUST 20, 2021

The Cloudera Data Platform comprises a number of ‘data experiences’ each delivering a distinct analytical capability using one or more purposely-built Apache open source projects such as Apache Spark for Data Engineering and Apache HBase for Operational Database workloads.

Strategy 98

Strategy Data Technical Review Weak Development Team 98

Openxcell

DECEMBER 12, 2024

Let’s dive into the intricacies of these data integration giants and uncover the key differences that could sway your decision. However, each tool has its own strengths and weaknesses. This comparison will help you make an informed decision and ensure that your data flows smoothly.

Open Source 40

Open Source Comparison Weak Development Team Scalability 40

Confluent

FEBRUARY 22, 2019

The Deliveroo Engineering organisation is in the process of decomposing a monolith application into a suite of microservices. The team began investigating the range of encoding formats that would suit Deliveroo’s requirements. Because it builds on top of Apache Kafka we decided to call it Franz. Deciding on an Encoding Format.

Data 81

Data Software Review Weak Development Team Systems Review 81

Altexsoft

DECEMBER 4, 2020

Three types of data migration tools. Use cases: small projects, specific source and target locations not supported by other solutions. Automation scripts can be written by data engineers or ETL developers in charge of your migration project. Phases of the data migration process. Self-scripted tools.

Software Review 69

Software Review Software Data Technical Review 69

Altexsoft

MAY 14, 2021

Veracity is the measure of how truthful, accurate, and reliable data is and what value it brings. Data can be incomplete, inconsistent, or noizy, decreasing the accuracy of the analytics process. Due to this, data veracity is commonly classified as good, bad, and undefined. Big Data analytics processes and tools.

Big Data 78

Big Data Analytics Tools Applications 78

Altexsoft

JUNE 11, 2021

Alexander Rinke, co-founder and co-CEO of Celonis, emphasizes the importance of process analysis and optimization BEFORE starting an RPA project: “If a process is already flawed, RPA will only make a bad process faster. How a procure to pay process may look like, source: Processand. Build the team. Payment is processed.

Applications 69

Applications Weak Development Team Software Review Systems Review 69

Cloudera

JULY 13, 2023

Iceberg is an emerging open-table format designed for large analytic workloads. The Apache Iceberg project continues developing an implementation of Iceberg specification in the form of Java Library. However, other query engines such as Hive and Spark can also benefit from this Iceberg improvement as well.

Weak Development Team 70

Weak Development Team Engineering Analytics Storage 70

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. On-premise data integration tools. Cloud-based data integration tools.

Tools 52

Tools Data Software Review Open Source 52

Daniel Bryant

DECEMBER 6, 2024

CONFERENCE RECAP Platform engineering, AI, APIs, abstractions, portals, security, patent trolls, andmore! The Syntasso team and I have returned home from a successful KubeCon NA in Salt Lake City ! Bridging the worlds of software developers and platform engineers appears vitally important.

Weak Development Team 52

Weak Development Team Engineering DevOps Cloud 52

OpenCredo

MARCH 20, 2020

To optimise our use of data, we need services which store it reliably, provide interfaces for analysis and automate transformation. In developing and configuring these services we must walk a fine line between security and usability. Usability, because business value depends on frictionless access to data. Data Engineering.

Cloud 40

Cloud Data Weak Development Team Compliance 40

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. Developing such tools from scratch is a highly time-consuming and an effort-intensive process. – It offers documentation and live demos for ease of use.

Tools 52

Tools Artificial Inteligence Machine Learning Software Review 52

Mobilunity

NOVEMBER 8, 2024

Models are trained on existing data to recognize recurring patterns, often leading to specific results. Related: Gain confidence in your forecasts by hiring top dedicated developers with Mobilunity for unparalleled accuracy. For example, supervised frameworks can be developed to recognize different objects in an image. #2

Training 52

Training Artificial Inteligence Data How To 52

O'Reilly Media - Ideas

JANUARY 14, 2025

Now the ball is in the application developers court: Where, when, and how will AI be integrated into the applications we build and use every day? And if AI replaces the developers, who will be left to do the integration? Our data shows how our users are reacting to changes in the industry: Which skills do they need to brush up on?

Trends 130

Trends Technology Security Artificial Inteligence 130

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. So, we’re not working in a vacuum.

Data 198

Data Weak Development Team Software Review Culture 198

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 142

Trends Technical Review Technology Artificial Inteligence 142

Altexsoft

NOVEMBER 7, 2022

You can hardly compare data engineering toil with something as easy as breathing or as fast as the wind. The platform went live in 2015 at Airbnb, the biggest home-sharing and vacation rental site, as an orchestrator for increasingly complex data pipelines. How data engineering works. Source: Apache Airflow.

Weak Development Team 52

Weak Development Team Technical Review Software Review Data Engineering 52

O'Reilly Media - Ideas

MARCH 1, 2023

Now developers are using AI to write software. Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. Practices like the use of code repositories and continuous testing are still spreading to both new developers and older IT departments.

Trends 144

Trends Technical Review Technology Software Review 144

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 116

Trends Technical Review Technology Artificial Inteligence 116

BPM

JANUARY 18, 2019

So BPM is today another form of low-code application development. Expect true zero code delivery, best of breed open source, 100% event-driven architecture, 100% microservices based, SDKs in all major languages, and a simple, fast, sleek new design. Success will require teams to listen to the business not just to the data.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

O'Reilly Media - Ideas

APRIL 19, 2021

We were also interested in the practice of AI: how developers work, what techniques and tools they use, what their concerns are, and what development practices are in place. That clearly doesn’t reflect reality; China is a leader in AI and probably has more AI developers than any other nation, including the US.

Enterprise 145

Enterprise Survey Weak Development Team Education 145

Cloudera

DECEMBER 10, 2020

Data warehouses have been broadly adopted to provide timely reports and valuable insights. They require skilled central IT teams to tackle technical complexities and long lead times in planning, procuring, and provisioning. In a multi-tenant environment, many users access the same data sources. CDW minimizes contention.

Data 98

Data Technical Review Storage Systems Review 98