Analytics Vidhya

APRIL 3, 2023

Introduction Companies can access a large pool of data in the modern business environment, and using this data in real-time may produce insightful results that can spur corporate success. Real-time dashboards such as GCP provide strong data visualization and actionable information for decision-makers. Nevertheless, setting up a streaming data pipeline to power such dashboards may […] The post Data Engineering for Streaming Data on GCP appeared first on Analytics Vidhya.

Data Engineering 251

Data Engineering Data Engineer Engineering Data 251

Simon Späti

APRIL 3, 2023

Amidst the excitement and hype surrounding artificial intelligence, the significance of data engineering and its critical foundation—data modeling—can often be overlooked. This article is the first in a three-part series that will shine a spotlight on the fascinating world of data modeling, delving into its crucial importance within the broader context of data engineering.

Data Engineering 130

Data Engineering Data Engineer Engineering Data Architecture 130

KDnuggets

APRIL 3, 2023

LangChain is a Python library that helps you build GPT-powered applications in minutes. Get started with LangChain by building a simple question-answering app.

Building 160

Building Python Process 160

Simon Späti

APRIL 3, 2023

Amidst the excitement and hype surrounding artificial intelligence, the significance of data engineering and its critical foundation—data modeling—can often be overlooked. This article is the first in a three-part series that will shine a spotlight on the fascinating world of data modeling, delving into its crucial importance within the broader context of data engineering.

Data Engineering 130

Data Engineering Data Engineer Engineering Data Architecture 130

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Data Science

KDnuggets

APRIL 3, 2023

This article will explain how RAPIDS can help you speed up your next data science workflow. RAPIDS cuDF is a GPU DataFrame library that allows you to produce your end-to-end data science pipeline development all on GPU.

Data Science 148

Data Science Data 148

Towards Data Science

APRIL 3, 2023

Building a Mental Model for Engineers and Anyone in Between Stream Processing can be handled gently and with care, or wildly, and almost out of control! You be the judge of what future you’d rather embrace. credit: @psalms original_photo Introduction In many cases, processing data in-stream, or as it becomes available, can help reduce an enormous data problem (due to the volume and scale of the flow of data) into a more manageable one.

Process 86

Process Data Lake Systems Bytes 86

Lyft Engineering

APRIL 3, 2023

Recommendation plays an important role in Lyft’s understanding of its riders and allows for customizing app experiences to better fulfill their needs. At times, recommendations are also leveraged to manage the marketplace, making sure there’s a healthy balance between ride demand and driver supply. This allows ride requests to be fulfilled with more desirable dispatch outcomes such as matching riders with the best driver nearby.

Systems 87

Systems Pipeline-centric Machine Learning Transportation 87

KDnuggets

APRIL 3, 2023

This report provides an overview of the challenges that arise in data management and the solutions that can help overcome these challenges.

Data Management 105

Data Management Management Data Data Science 105

Towards Data Science

APRIL 3, 2023

Data pipeline management done right simplifies deployment and increases the availability and accessibility of data for analytics Continue reading on Towards Data Science »

Data Pipeline 78

Data Pipeline Data Science Data Accessible 78

databricks

APRIL 3, 2023

Introduction According to the latest reports from global consultancy EY, the future of insurance will become increasingly data-driven, and analytics enabled. The recent.

Insurance 77

Insurance Consulting Data 77

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

Engineering

Confluent

APRIL 3, 2023

See how home mortgage company Mr. Cooper is using data processing pipelines to transform the customer experience in this Q&A with engineering VP Noble Job.

Process 57

Process Building Data Process Engineering 57

databricks

APRIL 3, 2023

In the United States, roughly 7 out of every 1000 mothers suffer from both pregnancy and delivery complications each year1. Of those mothers.

Healthcare 82

Healthcare Data Science Engineering Data 82

Snowflake

APRIL 3, 2023

Snowflake’s advanced role-based certification offerings continue to expand. The newly offered SnowPro Advanced: Data Analyst Certification allows data analysts to showcase their Snowflake expertise. This exam validates knowledge and skills related to an analyst’s ability to prepare and load data, perform simple data transformations for data analysis, build and troubleshoot advanced SQL, use platform-specific built-in functions, and perform descriptive and diagnostic data analyses, all within Sno

Certification 52

Certification Consulting Data Analysis Cloud 52

databricks

APRIL 3, 2023

Every industry is being challenged in how they think about topics like generative AI, data sharing, productivity, predictive analytics. But what does this.

Manufacturing 72

Manufacturing Data 72

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

Building

Knowledge Hut

APRIL 3, 2023

Scrum is centred on transparency, which is demonstrated through its events and artifacts, but it cannot be implemented if the team lacks communication and transparency. If the participants are reluctant to admit their errors or are afraid to do so, full transparency is hard to achieve and maintain. Learning the Scrum values and principles, which are represented in the three empirical scrum pillars, is crucial for effective practice.

Certification 52

Certification Utilities Project Process 52

Ascend.io

APRIL 3, 2023

As companies shed capital expenses by adopting data clouds and cloud services more deeply, the running costs of their data pipelines are shifting to the foreground. Ascend is focused on extracting more value for their operating dollar by constantly improving the efficiency of the platform across the board. New Data, New Connectors Our engineers have implemented a major upgrade to our connector framework that allows us to add new connectors in just a few days at no cost to you.

Data Pipeline 52

Data Pipeline AWS Cloud Engineering 52

Knowledge Hut

APRIL 3, 2023

One of the critical challenges that project managers face to ensure project success is managing stakeholder expectations. The project's success is almost guaranteed when the project manager can drive consensus and influence the stakeholder community toward a shared purpose. But unfortunately, the reverse is equally true. This article introduces you to who a project stakeholder is, what stakeholder management is, why it is critical, and how to go about it.

Project 52

Project Consulting Government Certification 52

Scott Logic

APRIL 3, 2023

In this episode – the second of a two-parter – Oliver Cronk and I talk to Denis Mandich, CTO of Qrypt, a company that creates quantum-secure encryption products. Our conversation covers the perils of bad random number generation, which undermines our security protocols, and the growing threat that Quantum Computers will ultimately render our current cryptographic techniques useless – an event dubbed ‘Y2Q’, in a nod to the Y2K issue we faced over twenty years ago.

IT 52

IT 52

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Certification

Knowledge Hut

APRIL 3, 2023

Welcome to the ultimate guide for aspiring Backend Developers in 2023. In today's digital age, where businesses and services rely heavily on online platforms, the demand for Backend Developers is at an all-time high. The field of Backend Development is constantly evolving, and staying up-to-date with the latest tools and technologies is crucial for success.

Programming Language 52

Programming Language Computer Science Portfolio PostgreSQL 52

Tweag

APRIL 3, 2023

For a software team to be successful, you need excellent communication. That is why we want to build systems that foster cross-team communication. Using a monorepo is an excellent way to do that. A monorepo provides: Visibility: by seeing the pull requests (PRs) of colleagues, you are easily informed of what other teams are doing. Uniformity: by working in one central repository, it is easier to share the configuration of linters, formatters, etc.

Python 98

Python Coding Project Data Science 98

Knowledge Hut

APRIL 3, 2023

Kanban is one of the highly popular agile project management methodologies. Kanban helps in managing projects by taking a visual, appealing and intuitive approach with a focus on delivery, which helps teams to improve their efficiency and output both. By breaking a project into smaller units, Kanban emphasizes a high degree of collaboration and constant customer involvement.

Generalist 52

Generalist Certification Manufacturing Project 52

Cloudera

APRIL 3, 2023

Cloudera Contributors: Ayush Saxena, Tamas Mate, Simhadri Govindappa Since we announced the general availability of Apache Iceberg in Cloudera Data Platform (CDP), we are excited to see customers testing their analytic workloads on Iceberg. We are also receiving several requests to share more details on how key data services in CDP, such as Cloudera Data Warehousing ( CDW ), Cloudera Data Engineering ( CDE ), Cloudera Machine Learning ( CML ), Cloudera Data Flow ( CDF ) and Cloudera Stream Proce

Data Warehouse 79

Data Warehouse Metadata Java Data 79

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

Building

Knowledge Hut

APRIL 3, 2023

Many large projects frequently experience overshot timelines, cost overruns, and increasing workloads. This could be due to insufficient information during estimations, judgment bias, scope creep and many other factors. The reason this happens is not due to lack of effort or intention. This happens because of lack of project control and management. It is important to note that project control plays a significant role in ensuring that the project stays on schedule, and within budget while ensurin

Project 52

Project Management Education Certification 52

Precisely

APRIL 3, 2023

Data is one of the most valuable assets in most modern organizations. Whether you’re a financial services company using data to combat financial crime, a transportation company seeking to minimize your climate impact, or a manufacturing business aiming to optimize your supply chain, digital modernization provides critical insights and visibility, unlocking the information critical to your success.

ETL System 52

ETL System Transportation Architecture Manufacturing 52

Knowledge Hut

APRIL 3, 2023

Every project undergoes changes which become an inevitable part of the project management life cycle irrespective of the level of planning that may have happened to plan and manage the project. Effective planning can often be marred not only by internal actions but also by factors that may be beyond the control of the project manager or organization.

Process 52

Process Management Project Government 52

Towards Data Science

APRIL 3, 2023

The post-modern data stack is coming. Are we ready? Image courtesy of the authors. If you don’t like change, data engineering is not for you. Little in this space has escaped reinvention. The most prominent, recent examples are Snowflake and Databricks disrupting the concept of the database and ushering in the modern data stack era. As part of this movement, Fivetran and dbt fundamentally altered the data pipeline from ETL to ELT.

Data Engineering 98

Data Engineering Data Engineer Engineering Data Warehouse 98

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

Certification

Knowledge Hut

APRIL 3, 2023

A successful project outcome is a result of doing three things well; delivering what the customer needs (scope) when they need it (time) and within the cost (budget). The scope and time aspects also boil down to cost eventually. Project Budgeting is a process that helps you understand the cost boundaries for your project and how well you are doing to stay within those boundaries.

Project 52

Project Consulting Utilities Management 52