ProjectPro

JUNE 6, 2025

Features of a Data Pipeline Data Pipeline Architecture How to Build an End-to-End Data Pipeline from Scratch? This process enables quick data analysis and consistent data quality, crucial for generating quality insights through data analytics or building machine learning models. How to Build an End-to-End Data Pipeline from Scratch?

Data Pipeline 40

Data Pipeline Architecture Kafka Data Lake 40

The Pragmatic Engineer

AUGUST 1, 2023

Senior Engineers are not only expected to lead significant projects in their teams, but they have a say in whether that feature is worth building or not. They strive to build things fast, but also know when we have to slow down to go faster.” This project should require multiple team members’ contributions.

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Software Engineer Software Engineering Engineering Designing 246

ProjectPro

JUNE 6, 2025

Random Forests An ensemble learning method that builds multiple decision trees and merges their results for more accurate and stable predictions. So without any further ado, we present you a functional code for a speech-emotion recognition project in Python. How does Speech Emotion Recognition Work? Actor (01 to 24.

Machine Learning 66

Machine Learning Project Datasets Algorithm 66

Data Engineering Podcast

FEBRUARY 26, 2023

Jean-Georges Perrin was tasked with designing a new data platform implementation at PayPal and wound up building a data mesh. It's supposed to make building smarter, faster, and more flexible data infrastructures a breeze. What are the core problems that you were addressing with this project? We feel your pain.

Building 147

Building Metadata Machine Learning Data 147

ProjectPro

JUNE 6, 2025

Excellent presentation of data-driven insights is an indispensable step in any data science or machine learning project since the latter involves modelling to fit the data and requires revealing hidden patterns from data. For this task, you can replicate the scatter plot shown below for the popular Iris dataset available at [link].

Coding 67

Coding Project Machine Learning Datasets 67

dbt Developer Hub

APRIL 20, 2025

We expect that over the coming years, structured data is going to become heavily integrated into AI workflows and that dbt will play a key role in building and provisioning this data. In particular, we expect both Business Intelligence and Data Engineering will be driven by AI operating on top of the context defined in your dbt Projects.

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Structured Data SQL BI Metadata 98

Data Engineering Podcast

NOVEMBER 19, 2023

Summary The dbt project has become overwhelmingly popular across analytics and data engineering teams. Dustin Dorsey and Cameron Cyr co-authored a practical guide to building your dbt project. In this episode they share their hard-won wisdom about how to build and scale your dbt projects.

Project 147

Project Data Lake High Quality Data SQL 147

ProjectPro

JUNE 6, 2025

Machine Learning Projects are the key to understanding the real-world implementation of machine learning algorithms in the industry. These machine learning projects for students will also help them understand the applications of machine learning across industries and give them an edge in getting hired at one of the top tech companies.

Machine Learning 69

Machine Learning Project Datasets Algorithm 69

Christophe Blefari

MARCH 1, 2023

dbt Labs also develop dbt Cloud which is a cloud product that hosts and runs dbt Core projects. a dbt project — a dbt project is a folder that contains all the dbt objects needed to work. You can initialise a project with the CLI command: dbt init. In a dbt project you can define YAML file everywhere.

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Data Warehouse SQL Metadata Raw Data 278

ProjectPro

JUNE 6, 2025

We know you are enthusiastic about building data pipelines from scratch using Airflow. For example, if we want to build a small traffic dashboard that tells us what sections of the highway suffer traffic congestion. Apache Airflow is a batch-oriented tool for building data pipelines. Table of Contents What is Apache Airflow?

Data Pipeline 45

Data Pipeline Building Data Lake Raw Data 45

Knowledge Hut

JANUARY 2, 2024

To know all about what is effective communication and how it can improve your career, do go for Project Management course as it will be a plus point in your career ahead. It encourages the development of building trust with each other. It can help build new relations that are based on trust and transparency.

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Project Certification Building Management 98

Data Engineering Podcast

MARCH 5, 2023

It's supposed to make building smarter, faster, and more flexible data infrastructures a breeze. By bringing all the layers of the data stack together, TimeXtender helps you build data solutions up to 10 times faster and saves you 70-80% on costs. Can you describe what your working definition of "Data Culture" is?

Building 147

Building Database Design Metadata Machine Learning 147

Snowflake

JUNE 10, 2025

The Apache Iceberg™ project exemplifies the spirit of open source and shows what’s possible when a community comes together with a common goal: to drive a technology forward. With open source, anyone can suggest a new feature, build it themselves and work with other contributors to bring it into the project. That’s open source.

Metadata 95

Metadata Software Engineer Software Engineering Technology 95

Tweag

JULY 5, 2023

Buck2 is a from-scratch rewrite of Buck , a polyglot, monorepo build system that was developed and used at Meta (Facebook), and shares a few similarities with Bazel. As you may know, the Scalable Builds Group at Tweag has a strong interest in such scalable build systems. invoke build buck2 build //starlark-rust/starlark 6.

Systems 141

Systems Building Java Programming Language 141

ProjectPro

JUNE 6, 2025

These technologies also assist engineers in autonomously completing activities that would ordinarily require assistance from other teams, hence increasing a team's speed in completing DevOps projects. If you want to shift your career to DevOps, you can work on these devops projects for practice to get hands-on experience.

Project 61

Project Java AWS Amazon Web Services 61

ProjectPro

JUNE 6, 2025

Next, you will find a section that presents the definition of a time series forecasting article. The blog's last two parts cover various use cases of these models and projects related to time series analysis and forecasting problems. Explore More Data Science and Machine Learning Projects for Practice.

Deep Learning 66

Deep Learning Python Machine Learning Datasets 66

ProjectPro

JUNE 6, 2025

If you plan to experiment with MCP tools in your AI projects, this blog covers everything you need to get started with Langchain’s MCP integration. Langchain, a popular framework for building AI agents , embraces this standard through its MCP integration. Table of Contents Why is MCP Langchain Gaining Attention?

Building 40

Building Medical Transportation Python 40

ProjectPro

JUNE 6, 2025

Developed by the Google Brain Team, TensorFlow is an open-source deep learning framework that helps machine learning engineers and data scientists build models and deploy applications easily. With TensorFlow, getting started, building models, model training, and debugging is made easy with access to high-level APIs like Keras.

Project 45

Project Deep Learning Datasets Machine Learning 45

Data Engineering Podcast

FEBRUARY 18, 2024

Multiple open source projects and vendors have been working together to make this vision a reality. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Your first 30 days are free!

Data Lake 262

Data Lake High Quality Data Data Warehouse Google Cloud 262

ProjectPro

JUNE 6, 2025

Discover the perfect synergy between Kubernetes and Data Science as we unveil a treasure trove of innovative Data Science Kubernetes projects in this blog. Just like an orchestra conductor , Kubernetes orchestrates the entire deployment and management of your data science projects.

Data Science 40

Data Science Project Pipeline-centric Healthcare 40

KDnuggets

JUNE 12, 2025

Almost all of the math you need for data science builds on concepts you already know. Build a simple linear regression using only matrix operations. In data science projects, youll work with derivatives and optimization for the most part. Such hands-on practice builds intuition that no amount of theory can provide.

Data Science 86

Data Science Machine Learning Algorithm Datasets 86

ProjectPro

JUNE 6, 2025

Tips for Troubleshooting and Debugging Airflow DAGs Best Practices for Designing and Organizing Airflow DAGs Airflow DAGs Examples and Project Ideas Automate Your Data Pipelines Using Apache Airflow DAGs With ProjectPro FAQs on Apache Airflow DAGs What are Apache Airflow DAGs? Operator : They are building blocks of Airflow DAGs.

Data Pipeline 63

Data Pipeline PostgreSQL Python Database 63

Data Engineering Podcast

NOVEMBER 6, 2022

In this episode Nick King discusses how you can be intentional about data creation in your applications and services to reduce the friction and errors involved in building data products and ML applications. Can you share your definition of "behavioral data" and how it is differentiated from other sources/types of data?

IT 130

IT Building Metadata MongoDB 130

dbt Developer Hub

APRIL 19, 2023

This tutorial aims to solve this by providing the definitive guide to dimensional modeling with dbt. Part 1: Setup dbt project and database ​ Step 1: Install project dependencies ​ Before you can get started: You must have either DuckDB or PostgreSQL installed. or above installed You must have dbt version 1.3.0

Building 145

Building PostgreSQL BI Database 145

ProjectPro

JUNE 6, 2025

Supercharge your data engineering projects with Apache Airflow Machine Learning Pipelines! Discover the ultimate approach for automating and optimizing your machine-learning workflows with this comprehensive blog that unveils the secrets of Airflow's popularity and its role in building efficient ML pipelines!

Machine Learning 40

Machine Learning Building Retail Data Ingestion 40

Towards Data Science

JANUARY 27, 2025

How to Build a Data Dashboard Prototype with Generative AI A book reading data visualization withVizro-AI This article is a tutorial that shows how to build a data dashboard to visualize book reading data taken from goodreads.com. Its still not complete and can definitely be extended and improved upon.

Building 53

Building Datasets Data Coding 53

ProjectPro

JUNE 6, 2025

Your search for business analyst project examples ends here. This blog contains sample projects for business analyst beginners and professionals. So, continue reading this blog to know more about different business analyst projects ideas. Project Idea: Mercari is a community-driven electronics-shopping application in Japan.

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Business Analyst Project Retail Banking 75

The Pragmatic Engineer

JUNE 22, 2023

The press release: “Squarespace announced today it has entered into a definitive asset purchase agreement with Google, whereby Squarespace will acquire the assets associated with the Google Domains business, which will be winding down following a transition period. ” So what’s being sold, exactly?

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Google Cloud Media Cloud Engineering 303

The Pragmatic Engineer

OCTOBER 10, 2023

He’s solved interesting engineering challenges along the way, too – like building observability for Amazon’s EC2 offering, and being one of the first engineers on Uber’s observability platform. They called it Office 365, and in 2010, this was a really exciting project to work on.

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Software Engineer Software Engineering Architecture Media 320

ProjectPro

JUNE 6, 2025

The use of AI applications is continuously expanding, and tech enthusiasts must stay up with this fast-changing sector, especially with open source AI projects, to deploy AI driven projects successfully. TensorFlow TensorFlow is the leading AI open-source project for deep learning.

Project 53

Project Deep Learning Machine Learning Algorithm 53

ProjectPro

JUNE 6, 2025

Have you ever considered the challenges data professionals face when building complex AI applications and managing large-scale data interactions? These obstacles usually slow development, increase the likelihood of errors and make it challenging to build robust, production-grade AI applications that adapt to evolving business requirements.

Building 40

Building Pipeline-centric Database-centric Data Validation 40

Knowledge Hut

APRIL 16, 2024

Over the years I have found that my most popular blog posts are those that speak to entry-level project managers. Project management is a vast practice area and for somebody who has only recently started managing projects , it can seem overwhelming. That is true for all projects irrespective of the type of methodology they use.

Project 97

Project Management Certification Process 97

Knowledge Hut

FEBRUARY 1, 2024

Today, we’ll talk about how Machine Learning (ML) can be used to build a movie recommendation system - from researching data sets & understanding user preferences all the way through training models & deploying them in applications. How to Build a Movie Recommendation System in Python?

Systems 98

Systems Entertainment Algorithm Datasets 98

Cloudera

NOVEMBER 13, 2024

This acquisition delivers access to trusted data so organizations can build reliable AI models and applications by combining data from anywhere in their environment. This dampens confidence in the data and hampers access, in turn impacting the speed to launch new AI and analytic projects.

Metadata 90

Metadata Management Data Governance Government 90

Knowledge Hut

JANUARY 25, 2024

With over a decade of my experience in Project management, I might have crashed about 80% of my Project. Project Crashing is not a negative or a bad thing like it sounds, instead it serves as a strategy in project management, aimed at expediting project timelines without compromising the project's scope.

Project 98

Project Management Process Certification 98

ProjectPro

JUNE 6, 2025

Imagine you're building a customer support chatbot. The choice between RAG and Fine-Tuning can significantly impact the effectiveness and flexibility of an AI solution, depending on the specific AI project requirements. Source: AWS Official Learn by Building Enterprise-Grade GenAI applications! What is Fine-Tuning?

Project 40

Project Electronics Medical Datasets 40

Knowledge Hut

APRIL 29, 2024

In project management, project scheduling encompasses listing activities, defining milestones and scheduling deliverables for delivery. This indicates that every project schedule must include a planned start date and planned finish date, estimated resources assigned to each activity and estimated duration of each activity.

Project 98

Project Management Certification Algorithm 98