ProjectPro

JUNE 6, 2025

Experience with using cloud services providing platforms like AWS/GCP/Azure. Knowledge of popular big data tools like Apache Spark, Apache Hadoop, etc. Learning Resources: How to Become a GCP Data Engineer How to Become a Azure Data Engineer How to Become a Aws Data Engineer 6. Similar pricing as AWS.

Data Engineer 94

Data Engineer Data Engineering Engineering Amazon Web Services 94

ProjectPro

JUNE 6, 2025

The AWS Big Data Analytics Certification exam holds immense significance for professionals aspiring to demonstrate their expertise in designing and implementing big data solutions on the AWS platform. In this blog, we will dive deep into the details of AWS Big Data Certification.

Big Data 40

Big Data AWS Certification Hadoop 40

ProjectPro

JUNE 6, 2025

Data professionals who work with raw data, like data engineers, data analysts, machine learning scientists , and machine learning engineers , also play a crucial role in any data science project. Build your Data Engineer Portfolio with ProjectPro!

Data Engineer 59

Data Engineer Data Engineering Project Engineering 59

ProjectPro

JUNE 6, 2025

That’s where AWS Cloudwatch comes into picture. AWS CloudWatch is the ideal monitoring and logging tool for all your data, applications, and resources deployed on AWS or any other platform! AWS CloudWatch seamlessly integrates with over 70 AWS services for efficient monitoring and scalability.

AWS 40

AWS Amazon Web Services Big Data Utilities 40

Data Engineering Weekly

JUNE 1, 2025

Data Engineering Weekly recently published a reference architecture for a composable data architecture. The author further highlights why hyperscalers like AWS, Azure, and Cloudflare offer managed Iceberg services. The blog narrates adopting a hybrid approach with AWS Sagemaker integration and Chalk feature store.

Data Engineer 70

Data Engineer Data Engineering Engineering Relational Database 70

ProjectPro

JUNE 6, 2025

Are you looking to prepare for AWS Machine Learning Certification? Check out this blog that features an expertly curated roadmap designed to equip you with the skills and knowledge needed to excel in this dynamic field. AWS Machine Learning Specialty Certification gives you the knowledge to turn your wildest imaginations into reality.

Machine Learning 40

Machine Learning AWS Certification Deep Learning 40

ProjectPro

JUNE 6, 2025

Explore the world of data analytics with the top AWS databases! Check out this blog to discover your ideal database and uncover the power of scalable and efficient solutions for all your data analytical requirements. Let’s understand more about AWS Databases in the following section.

AWS 40

AWS Database Amazon Web Services MySQL 40

ProjectPro

JUNE 6, 2025

It requires a skillful blend of data engineering expertise and the strategic use of tools designed to streamline this process. That’s where data pipeline tools come in. This blog is all about that—specifically, the top 10 data pipeline tools that data engineers worldwide rely on.

Data Pipeline 49

Data Pipeline Google Cloud Kafka AWS 49

Team Data Science

MAY 10, 2020

I can now begin drafting my data ingestion/ streaming pipeline without being overwhelmed. The remaining tech (stages 3, 4, 7 and 8) are all AWS technologies. What's Next I'll be documenting how I build this setup in the AWS console (with screenshots).

Data Pipeline 130

Data Pipeline Data Ingestion Kafka AWS 130

ProjectPro

JUNE 6, 2025

In this blog, we will break down the fundamentals of RAG architecture, offering clear insights into its components and real-world applications by tech giants like Google, Amazon, Azure, and others. Data is initially ingested from Amazon S3, transformed into embeddings by the model, and stored in a vector database.

Architecture 52

Architecture Data Ingestion Google Cloud AWS 52

ProjectPro

JUNE 6, 2025

Check out the highlights shared by Ritesh Shergill, who is a seasoned professional with a background in cybersecurity and software architecture on choosing the right data warehouse. He emphasizes on the relevance of AWS Redshift for AWS Users while acknowledging the growing popularity of BigQuery and Snowflake.

Data Storage 58

Data Storage PostgreSQL Data Warehouse AWS 58

Cloudyard

DECEMBER 18, 2024

Handling feed files in data pipelines is a critical task for many organizations. These files, often stored in stages such as Amazon S3 or Snowflake internal stages, are the backbone of data ingestion workflows. Without a proper archival strategy, these files can clutter staging areas, leading to operational challenges.

Retail 52

Retail Data Ingestion AWS Data Pipeline 52

ProjectPro

JUNE 6, 2025

Are you ready to step into the heart of big data projects and take control of data like a pro? Batch data pipelines are your ticket to the world of efficient data processing. These pipelines are the go-to solution for data engineers, and it's no secret why.

Data Pipeline 40

Data Pipeline Building Retail Data Ingestion 40

ProjectPro

JUNE 6, 2025

Data engineering is gradually becoming the backbone of companies looking forward to leveraging data to improve business processes. This blog will discover how Python has become an integral part of implementing data engineering methods by exploring how to use Python for data engineering.

Data Engineer 40

Data Engineer Data Engineering Python Engineering 40

DataKitchen

NOVEMBER 5, 2024

This foundational layer is a repository for various data types, from transaction logs and sensor data to social media feeds and system logs. By storing data in its native state in cloud storage solutions such as AWS S3, Google Cloud Storage, or Azure ADLS, the Bronze layer preserves the full fidelity of the data.

Architecture 79

Architecture Raw Data Pipeline-centric Data Ingestion 79

ProjectPro

JUNE 6, 2025

This blog post provides an overview of the top 10 data engineering tools for building a robust data architecture to support smooth business operations. Table of Contents What are Data Engineering Tools? Dice Tech Jobs report 2020 indicates Data Engineering is one of the highest in-demand jobs worldwide.

Data Engineer 45

Data Engineer Data Engineering Engineering Kafka 45

ProjectPro

FEBRUARY 8, 2023

Do ETL and data integration activities seem complex to you? AWS Glue is here to put an end to all your worries! Read this blog to understand everything about AWS Glue that makes it one of the most popular data integration solutions in the industry. Did you know the global big data market will likely reach $268.4

AWS 98

AWS Scala Metadata Data Lake 98

Data Engineering Weekly

APRIL 20, 2025

The blog took out the last edition’s recommendation on AI and summarized the current state of AI adoption in enterprises. The simplistic model expressed in the blog made it easy for me to reason about the transactional system design. The popularity also exposes its Achilles heel, the replication and network bottlenecks.

Data Engineer 67

Data Engineer Data Engineering Engineering Kafka 67

Snowflake

JUNE 13, 2024

But at Snowflake, we’re committed to making the first step the easiest — with seamless, cost-effective data ingestion to help bring your workloads into the AI Data Cloud with ease. Like any first step, data ingestion is a critical foundational block. Ingestion with Snowflake should feel like a breeze.

Data Ingestion 115

Data Ingestion MySQL PostgreSQL Data Pipeline 115

Cloudyard

APRIL 22, 2025

Read Time: 2 Minute, 34 Second Introduction In modern data pipelines, especially in cloud data platforms like Snowflake, data ingestion from external systems such as AWS S3 is common. In this blog, we introduce a Snowpark-powered Data Validation Framework that: Dynamically reads data files (CSV) from an S3 stage.

Data Validation 52

Data Validation Data Ingestion Data Pipeline AWS 52

ProjectPro

JUNE 6, 2025

According to Bill Gates, “The ability to analyze data in real-time is a game-changer for any business.” ” Thus, don't miss out on the opportunity to revolutionize your business with real-time data processing using Azure Stream Analytics.

Data Process 40

Data Process Process Data Ingestion BI 40

ProjectPro

JUNE 6, 2025

AWS or Azure? With so many data engineering certifications available , choosing the right one can be a daunting task. They also demonstrate to potential employers that the individual possesses the skills and knowledge to create and implement business data strategies. Table of Contents Why Are Data Engineering Skills In Demand?

Certification 40

Certification Data Engineer Data Engineering Engineering 40

ProjectPro

JUNE 6, 2025

Learning Snowflake data Warehouse is like gaining a superpower for handling and analyzing data in the cloud. This blog is a definitive guide to mastering how to learn Snowflake data warehouse for all aspiring data engineers. That's exactly what Snowflake Data Warehouse enables you to do!

Data Warehouse 40

Data Warehouse SQL AWS Big Data 40

ProjectPro

JUNE 6, 2025

However, building and maintaining a scalable data science pipeline comes with challenges like data quality , integration complexity, scalability, and compliance with regulations like GDPR. Apache Kafka: Apache Kafka is a distributed streaming platform designed for building real-time data pipelines.

Data Science 40

Data Science Building Data Lake AWS 40

ProjectPro

JUNE 6, 2025

Read this blog till the end to learn everything you need to know about Airflow DAG. Let's consider an example of a data processing pipeline that involves ingesting data from various sources, cleaning it, and then performing analysis. Apache Airflow DAGs are your one-stop solution!

Data Pipeline 63

Data Pipeline PostgreSQL Python Database 63

ProjectPro

JUNE 6, 2025

In this blog, we'll explore some exciting machine learning case studies that showcase the potential of this powerful emerging technology. Data Scientists use machine learning algorithms to predict equipment failures in manufacturing, improve cancer diagnoses in healthcare , and even detect fraudulent activity in 5.

Machine Learning 75

Machine Learning Algorithm Amazon Web Services Healthcare 75

Edureka

APRIL 9, 2025

Companies with expertise in Microsoft Fabric are in high demand, including Microsoft, Accenture, AWS, and Deloitte Are you prepared to influence the data-driven future? Let’s examine the requirements for becoming a Microsoft Fabric Engineer, starting with the knowledge and credentials discussed in this blog.

Engineering 40

Engineering Data Ingestion Data Lake Programming Language 40

Data Engineering Podcast

JUNE 19, 2022

The Ascend Data Automation Cloud provides a unified platform for data ingestion, transformation, orchestration, and observability. Ascend automates workloads on Snowflake, Databricks, BigQuery, and open source Spark, and can be deployed in AWS, Azure, or GCP.

Metadata 130

Metadata MongoDB MySQL Scala 130

ProjectPro

JUNE 6, 2025

This certification program is designed to equip individuals with a strong foundation in big data engineering principles, techniques, and practices. It covers various aspects of big data, including data ingestion, storage, processing, and analysis.

Big Data 40

Big Data Certification Amazon Web Services Hadoop 40

ProjectPro

JUNE 6, 2025

Data pipelines are a significant part of the big data domain, and every professional working or willing to work in this field must have extensive knowledge of them. The Importance of a Data Pipeline What is an ETL Data Pipeline? What is a Big Data Pipeline?

Data Pipeline 40

Data Pipeline Architecture Kafka Data Lake 40

Cloudera

MAY 19, 2021

In the previous blog post in this series, we walked through the steps for leveraging Deep Learning in your Cloudera Machine Learning (CML) projects. For AWS this means at least P3 instances. Data Ingestion. The raw data is in a series of CSV files. Introduction. P2 GPU instances are not supported. Register Now. .

Machine Learning 137

Machine Learning Data Science Datasets Data Lake 137

Christophe Blefari

MARCH 4, 2023

I'll try to think about it in the following weeks to understand where I go for the third year of the newsletter and the blog. AWS lambdas are still on Python 3.9 — Corey rant about AWS lambdas that are still using Python 3.9 So thank you for that. Stay tuned and let's jump to the content.

Machine Learning 130

Machine Learning Data Data Lake AWS 130

Edureka

MAY 27, 2025

Integration of External Systems Fabric ensures seamless data ingestion from various sources by supporting connector-driven and API-based integration with external systems such as Salesforce, SAP, Dynamics 365, AWS, and more.

Architecture 52

Architecture BI Business Intelligence Data Lake 52

Snowflake

OCTOBER 16, 2024

For organizations who are considering moving from a legacy data warehouse to Snowflake, are looking to learn more about how the AI Data Cloud can support legacy Hadoop use cases, or are struggling with a cloud data warehouse that just isn’t scaling anymore, it often helps to see how others have done it.

Digital Media 105

Digital Media Media Data Lake Data Warehouse 105

ProjectPro

JUNE 6, 2025

Extracting, transforming, and loading (ETL) data from their transactional databases into data warehouses like Redshift slowed their analytics, delaying crucial business decisions. Amazon introduced the Zero ETL concept at the AWS re: Invent 2022 conference to overcome these inefficiencies. Table of Contents What is Zero ETL?

Data Analytics 40

Data Analytics MySQL PostgreSQL Data Lake 40

Cloudera

AUGUST 26, 2021

In addition to big data workloads, Ozone is also fully integrated with authorization and data governance providers namely Apache Ranger & Apache Atlas in the CDP stack. While we walk through the steps one by one from data ingestion to analysis, we will also demonstrate how Ozone can serve as an ‘S3’ compatible object store.

Data Science 113

Data Science Cloud Hadoop Metadata 113

ProjectPro

JUNE 6, 2025

Due to this, knowledge of cloud computing platforms and tools is now essential for data engineers working with big data. Depending on the demands for data storage, businesses can use internal, public, or hybrid cloud infrastructure, including AWS , Azure , GCP , and other popular cloud computing platforms.

Data Engineer 40

Data Engineer Data Engineering PostgreSQL Engineering 40