ProjectPro

JUNE 6, 2025

Big data analytics market is expected to be worth $103 billion by 2023. We know that 95% of companies cite managing unstructured data as a business problem. of companies plan to invest in big data and AI. million managers and data analysts with deep knowledge and experience in big data. While 97.2%

Big Data 45

Big Data Big Data Skills Scala Hadoop 45

Snowflake

APRIL 13, 2025

Agentic AI continuously monitors and validates data sources, detecting anomalies, correcting errors and updating records in real time. The Deloitte and Snowflake alliance provides a robust framework for supporting and improving data quality across platforms. Copyright 2025 Deloitte Development LLC. All rights reserved.

Data Management 95

Data Management Management Consulting Unstructured Data 95

Data Engineering Weekly

OCTOBER 27, 2024

Astasia Myers: The three components of the unstructured data stack LLMs and vector databases significantly improved the ability to process and understand unstructured data. The blog is an excellent summary of the existing unstructured data landscape.

Data Engineer 57

Data Engineer Data Engineering Engineering Unstructured Data 57

ProjectPro

JUNE 6, 2025

With such a high level of competition, you need to prepare well for your data modeling job interview to stay ahead of your competitors. Let us dive into these categories one by one and get you started in your data modeling journey! Data modeling enables the organization's departments to work together as a unit.

Data Warehouse 53

Data Warehouse NoSQL PostgreSQL Relational Database 53

ProjectPro

JUNE 6, 2025

Athena by Amazon is a powerful query service tool that allows its users to submit SQL statements for making sense of structured and unstructured data. It is a serverless big data analysis tool. Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization What is the need for AWS Athena?

AWS 67

AWS Big Data SQL Raw Data 67

ProjectPro

JUNE 6, 2025

As per International Data Corporation (IDC), worldwide data will grow 61% to 175 zettabytes by 2025! generates a humongous amount of data. With the increase in the data and most of the data being unstructured (images, videos, audio, etc.) and sometimes a combination of activation functions.

Deep Learning 73

Deep Learning Algorithm Machine Learning Datasets 73

ProjectPro

JUNE 6, 2025

Why is Data Engineering In Demand? Data Engineer Job Growth and Demand in 2025 What Skills Does a Data Engineer Need? Relational Database Management Systems (RDBMS) Non-relational Database Management Systems Relational Databases primarily work with structured data using SQL (Structured Query Language).

Data Engineer 40

Data Engineer Data Engineering Engineering Hadoop 40

ProjectPro

JUNE 6, 2025

Cuban government turned to a Spanish big data analytics firm Social Vane to crunch big data for improving hotels and infrastructure. Table of Contents How big data is changing the world? These systems can be related to human brains as they link bits of data to find real answers and not merely search results.

Big Data 40

Big Data Retail Banking Pharmaceutical 40

ProjectPro

JUNE 6, 2025

50 Cloud Computing Interview Questions and Answers f0r 2025 Basic Interview Questions on Cloud Computing Cloud Computing Interview Questions for Experienced How to prepare for a Cloud Computing Job Interview? Community cloud - It allows multiple organisations in a group to access services and systems to share information and computing.

Cloud Computing 53

Cloud Computing Cloud Amazon Web Services AWS 53

ProjectPro

JUNE 6, 2025

So, whether you are a seasoned data engineer or just starting your data journey, this exploration of data integration promises to turn your data mountains into golden opportunities. Table of Contents What Are Data Integration Projects? data warehouses).

Data Integration 40

Data Integration Project Data Lake Hospitality 40

ProjectPro

JUNE 6, 2025

A data architect, in turn, understands the business requirements, examines the current data structures, and develops a design for building an integrated framework of easily accessible, safe data aligned with business strategy. Table of Contents What is a Data Architect Role?

Data Architect 40

Data Architect Data Mining Programming Language Java 40

ProjectPro

JUNE 6, 2025

Build your Data Engineer Portfolio with ProjectPro! FAQs on Data Engineering Projects Top 30+ Data Engineering Project Ideas for Beginners with Source Code [2025] We recommend over 20 top data engineering project ideas with an easily understandable architectural workflow covering most industry-required data engineer skills.

Data Engineer 59

Data Engineer Data Engineering Project Engineering 59

ProjectPro

JUNE 6, 2025

Table of Contents Who is a Data Modeler? Data Modeler: Career Outlook Data Modeler Job Description What does a Data Modeler do? Data Modeller Skills Top Data Modeler Certifications How to Become a Data Modeler in 2025?

NoSQL 40

NoSQL ETL Tools Certification SQL 40

Monte Carlo

JUNE 3, 2025

Read on for the major announcements from the Snowflake Summit 2025 keynotes this year. Its streamlining innovation in new ways, and noticeably, the first innovation he calls out is unstructured data turns out, its foreshadowing for some of the announcements to come. I want to leverage AI with our data.

Unstructured Data 40

Unstructured Data Government SQL Data Architecture 40

ProjectPro

JUNE 6, 2025

Netflix Analytics Engineer Interview Questions and Answers Here's a thoughtfully curated set of Netflix Analytics Engineer Interview Questions and Answers to enhance your preparation and boost your chances of excelling in your upcoming data engineer interview at Netflix: How will you transform unstructured data into structured data?

Data Engineer 40

Data Engineer Data Engineering Engineering NoSQL 40

ProjectPro

JUNE 6, 2025

Big data enables businesses to get valuable insights into their products or services. Almost every company employs data models and big data technologies to improve its techniques and marketing campaigns. Most leading companies use big data analytical tools to enhance business decisions and increase revenues.

Big Data 40

Big Data Hadoop Relational Database AWS 40

ProjectPro

JUNE 6, 2025

Experts predict that by 2025, the global big data and data engineering market will reach $125.89 With the right tools, mindset, and hands-on experience, you can become a key player in transforming how organizations use data to drive innovation and decision-making.

Data Engineer 40

Data Engineer Data Engineering Engineering ETL Tools 40

ProjectPro

JUNE 6, 2025

Table of Contents Data Analysis Tools- What are they? Data Analysis Tools- How does Big Data Analytics Benefit Businesses? Top 15 Data Analysis Tools to Explore in 2025 | Trending Data Analytics Tools 1. Google Data Studio 10. Data Analysis Tools- How does Big Data Analytics Benefit Businesses?

Data Analysis Tools 45

Data Analysis Tools Data Analysis BI R (Programming) 45

ProjectPro

JUNE 6, 2025

It's crucial to have the right data warehousing solution for any big data project to be successful. According to the latest report, the global market for data warehousing is likely to reach $30 billion by 2025. BigQuery GIS facilitates geographic data analysis with support for most mapping and charting formats.

Data Warehouse 40

Data Warehouse Cloud Google Cloud Big Data 40

Snowflake

MAY 27, 2025

Meanwhile, AI, particularly generative and agentic AI, is revolutionizing data access and decision-making, compelling businesses to adapt quickly. How we interact with data is changing The hottest new programming language is English," OpenAI founding member Andrej Karpathy famously Tweeted.

Unstructured Data 93

Unstructured Data SQL Government Programming Language 93

ProjectPro

JUNE 6, 2025

Data Modeling Analyzing unstructured data models is one of the key responsibilities of a machine learning career, which brings us to the next required skill- data modeling and evaluation. Having a solid knowledge of data modeling concepts is essential for every machine learning professional.

Machine Learning 49

Machine Learning Engineering Algorithm Programming Language 49

Snowflake

MARCH 18, 2024

But there’s still a long way to go in an environment where the volume, velocity and complexity of data and data types is constantly increasing. By 2025 it’s estimated that there will be 7 petabytes of data generated every day compared with “just” 2.3 And it’s not just any type of data. petabytes daily in 2021.

Unstructured Data 111

Unstructured Data Government Data Pipeline Cloud 111

ProjectPro

JUNE 6, 2025

Microsoft offers Azure Data Lake, a cloud-based data storage and analytics solution. It is capable of effectively handling enormous amounts of structured and unstructured data. Therefore, it is a popular choice for organizations that need to process and analyze big data files.

Data Lake 40

Data Lake Amazon Web Services Data Warehouse SQL 40

ProjectPro

JUNE 6, 2025

According to the World Economic Forum, AI is expected to create 97 million new jobs by 2025 in areas like data science, data analysis, software development, and digital transformation. Excellent at handling noisy, unstructured data like images. Limitations Struggles with ambiguous or high-dimensional data.

Deep Learning 71

Deep Learning Machine Learning Algorithm Medical 71

ProjectPro

JUNE 6, 2025

The total amount of data that was created in 2020 was 64 zettabytes! And by 2025, this number is estimated to reach 180 zettabytes, given the increased adoption of people working from home. Why do you need a Data Ingestion Layer in a Data Engineering Project? The data that Flume works is streaming data i.e

Data Ingestion 45

Data Ingestion Data Engineer Data Engineering Project 45

ProjectPro

JUNE 6, 2025

Learn how logistic regression helps in predictive modeling by working on these predictive analytics projects- Credit Card Fraud Detection Data Science Project Predicting survival on the Titanic Data Science Project 3. Explore the ProjectPro repository that offers more than 200 end-to-end solved projects on Data Science and Big Data.

Data Mining 45

Data Mining Banking Retail Healthcare 45

ProjectPro

JUNE 6, 2025

Automated tools are developed as part of the Big Data technology to handle the massive volumes of varied data sets. Big Data Engineers are professionals who handle large volumes of structured and unstructured data effectively.

Big Data 40

Big Data Data Engineer Data Engineering Engineering 40

ProjectPro

JUNE 6, 2025

Hadoop's distributed computing design enables it to handle large data volumes, giving more processing power when using more nodes. Also, Hadoop retains data without the need for preprocessing. RapidMiner Studio is a visual data science pipeline builder that speeds up prototyping and model validation.

Data Science 40

Data Science Hadoop Unstructured Data Machine Learning 40

Monte Carlo

JANUARY 6, 2025

How WHOOP Built and Launched a Reliable GenAI Chatbot Whats next for GenAI in 2025? The team built an LLM-based product to structure unstructured data and score customer conversations for developing sales and customer support teams and they did it with data quality top of mind. Whats next for GenAI in 2025?

Insurance 52

Insurance Unstructured Data High Quality Data Government 52

ProjectPro

JUNE 6, 2025

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization 1. Data Migration RDBMSs were inefficient and failed to manage the growing demand for current data.

Hadoop 40

Hadoop Project Big Data Scala 40

Snowflake

JUNE 1, 2025

At Snowflake Summit 2025, we introduced innovations to make AI easy, efficient and trusted. Fully managed within Snowflakes secure perimeter, these capabilities enable business users and data scientists to turn structured and unstructured data into actionable insights, without complex tooling or infrastructure.

Unstructured Data 90

Unstructured Data Google Cloud Government AWS 90

ProjectPro

JUNE 6, 2025

Latest Trends in Big Data Analytics Hadoop , NoSQL, MongoDB, and Apache Spark are the buzzwords with big data technologies - reverberating to leave a digital trace of data in everyone’s life which can be used for analysis.

Big Data 40

Big Data Data Analysis NoSQL Deep Learning 40

ProjectPro

JUNE 6, 2025

Read this blog to know how various data-specific roles, such as data engineer, data scientist, etc., differ from ETL developer and the additional skills you need to transition from ETL developer to data engineer job roles. billion in 2025. Organize and gather data from various sources following business needs.

Data Engineer 59

Data Engineer Data Engineering Engineering ETL Tools 59

ProjectPro

JUNE 6, 2025

Benefits of AI in Data Analytics Having understood the challenges with traditional analytics, it's time to understand the real, tangible benefits of using AI in data analytics—from faster decision-making to more inclusive access to valuable insights across teams.

Data Analytics 40

Data Analytics Unstructured Data Datasets BI 40

ProjectPro

JUNE 6, 2025

Several big data companies are looking to tame the zettabyte’s of BIG big data with analytics solutions that will help their customers turn it all in meaningful insights. ”- says Rishi Tirumala, Software Engineer at Paxata Paxata is always on the quest to hire top-tier big data talent.

Big Data 40

Big Data Hadoop Business Analyst Data Analytics 40

ProjectPro

JUNE 6, 2025

We'll break down the fundamentals, walk you through the architecture, and share actionable steps to set up a robust and scalable data lake. With global data creation expected to soar past 180 zettabytes by 2025, businesses face an immense challenge: managing, storing, and extracting value from this explosion of information.

Data Lake 40

Data Lake Building Hadoop Raw Data 40

ProjectPro

JUNE 6, 2025

Decide the process of Data Extraction and transformation, either ELT or ETL (Our Next Blog) Transforming and cleaning data to improve data reliability and usage ability for other teams from Data Science or Data Analysis. Dealing With different data types like structured, semi-structured, and unstructured data.

Data Science 40

Data Science Data Engineer Data Engineering Engineering 40