ProjectPro

JUNE 6, 2025

dollars by 2025. FAQs 30+ Artificial Intelligence Projects Ideas for Beginners to Practice in 2025 Let’s explore 30+ Artificial Intelligence projects you can build and showcase on your resume. Project Idea: You can use the Resume Dataset available on Kaggle to build this model.

Project 98

Project Datasets Deep Learning Machine Learning 98

ProjectPro

JUNE 6, 2025

Top MLOps Tools to Learn in 2025 MLOps is the Future! The first step in a machine learning project is to explore the dataset through statistical analysis. However, with large datasets, these tasks have to be automated. With time, one is likely to witness changes in the input dataset, which must be reflected in the output.

Amazon Web Services 68

Amazon Web Services Machine Learning Datasets Algorithm 68

ProjectPro

JUNE 6, 2025

10 Unique Business Intelligence Projects with Source Code for 2025 For the convenience of our curious readers, we have divided the projects on business intelligence into three categories so that they can easily pick a project on the basis of their previous experience with BI techniques. influence the land prices. to estimate the costs.

Business Intelligence 69

Business Intelligence Coding Project BI 69

KDnuggets

JUNE 9, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 9, 2025 in Python Image by Author | Ideogram Have you ever spent several hours on repetitive tasks that leave you feeling bored and… unproductive? I totally get it.

Python 108

Python Project Media Data Science 108

KDnuggets

JUNE 10, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on June 10, 2025 in Python Image by Author | Ideogram Python has become a primary tool for many data professionals for data manipulation and machine learning purposes because of how easy it is for people to use. Python will throw an error message.

Python 97

Python Machine Learning Data Science Programming Language 97

Ascend.io

DECEMBER 4, 2024

As we approach 2025, data teams find themselves at a pivotal juncture. As we look towards 2025, it’s clear that data teams must evolve to meet the demands of evolving technology and opportunities. Are your tools simple to implement and accessible to users with diverse skill sets?

Data Pipeline 52

Data Pipeline Metadata Data Workflow Data 52

ProjectPro

JUNE 6, 2025

” The International Data Corporation has suggested we accumulate 180 zettabytes of data in 2025. Similarly, companies with vast reserves of datasets and planning to leverage them must figure out how they will retrieve that data from the reserves. The important question is, how will companies handle and leverage that data?

Data Engineer 58

Data Engineer Data Engineering Engineering Amazon Web Services 58

ProjectPro

JUNE 6, 2025

Top 10+ Tools For Data Engineers Worth Exploring in 2025 Cloud-Based Data Engineering Tools Data Engineering Tools in AWS Data Engineering Tools in Azure FAQs on Data Engineering Tools What are Data Engineering Tools? It can also access structured and unstructured data from various sources.

Data Engineer 45

Data Engineer Data Engineering Engineering Kafka 45

ProjectPro

JUNE 6, 2025

billion by 2025, at a CAGR of 15.2% Datasets: Datasets represent data structures within the data stores, which simply point to or reference the data you want to use in your activities as inputs or outputs. A report by ResearchAndMarkets projects the global data integration market size to grow from USD 12.24

Data Lake 60

Data Lake Metadata SQL Datasets 60

ProjectPro

JUNE 6, 2025

With the global data volume projected to surge from 120 zettabytes in 2023 to 181 zettabytes by 2025, PySpark's popularity is soaring as it is an essential tool for efficient large scale data processing and analyzing vast datasets. Resilient Distributed Datasets (RDDs) are the fundamental data structure in Apache Spark.

Hadoop 68

Hadoop Metadata Java Datasets 68

Precisely

NOVEMBER 18, 2024

But as we move into 2025, organizations are facing new challenges that are testing their data strategies, artificial intelligence (AI) readiness, and overall trust in data. Read on for the highlights from this panel – including actionable tips to ensure success in your 2025 data, analytics, and AI initiatives.

Data Analytics 59

Data Analytics Data Governance Government Data Integration 59

ProjectPro

JUNE 6, 2025

The decrease in the accuracy of a deep learning model after a few epochs implies that the model is learning from the characteristics of the dataset and not considering the features. Epoch refers to the iteration where the complete dataset is passed forward and backward through the neural network only once.

Deep Learning 65

Deep Learning Datasets Machine Learning Algorithm 65

Ascend.io

DECEMBER 4, 2024

As we approach 2025, data teams find themselves at a pivotal juncture. As we look towards 2025, it’s clear that data teams must evolve to meet the demands of evolving technology and opportunities. Are your tools simple to implement and accessible to users with diverse skill sets?

Data Pipeline 52

Data Pipeline Metadata Data Workflow Data Engineer 52

ProjectPro

JUNE 6, 2025

Understanding CrewAI Projects: A Foundation for Multi-Agent Systems Key Components of Successful Crew AI Project Implementation 10 Best Crew AI Projects You Must Build in 2025 Best Practices for Building CrewAI Projects Learn to Build CrewAI Projects with ProjectPro FAQS What is the Crew AI Agent Framework?

Project 70

Project Building Recruitment Media 70

ProjectPro

JUNE 6, 2025

And, with largers datasets come better solutions. Use Athena in AWS to perform big data analysis on massively voluminous datasets without worrying about the underlying infrastructure or the cost associated with that infrastructure. Redshift Amazon Athena Amazon Redshift A serverless tool for building and querying large datasets.

AWS 67

AWS Big Data SQL Raw Data 67

ProjectPro

JUNE 6, 2025

Neural networks refer to the series of algorithms implemented to determine the relationships between the datasets using a process that is in line with the operations of a human brain. Handwritten Digit Recognition The MNIST dataset is a popular dataset among deep learning enthusiasts. What is a Simple Neural Network?

Project 63

Project Deep Learning Banking Datasets 63

ProjectPro

JUNE 6, 2025

AWS Lambda will fetch real-time personalization scores, and Amazon DynamoDB will serve as a fast-access data layer. This dataset, containing over 200K product reviews from customers across five countries between 1995 and 2015, is a valuable asset for machine learning and natural language processing applications.

AWS 60

AWS Project Food Cloud Computing 60

ProjectPro

JUNE 6, 2025

By extracting features from the images through a deep learning model like MobileNetV, you can use the KNN algorithm to display the images from an open-source dataset similar to your image. You can download a dataset of images of people with a mask and without a mask. Well, you can build your Similar Image Finder too.

Project 66

Project Deep Learning Datasets Algorithm 66

KDnuggets

JUNE 11, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on June 11, 2025 in Artificial Intelligence Image by Author MCPs (Model Context Protocols) are quickly becoming the backbone of modern AI tooling. Unlike Claude Desktop, Cursor AI supports the SSE protocol, making it much easier to access and configure hosted MCPs.

Telecommunication 79

Telecommunication Machine Learning Data Science Python 79

ProjectPro

JUNE 6, 2025

Table of Contents 15 Sample GCP Real Time Projects for Practice in 2025 15 Sample GCP Real Time Projects for Practice in 2025 With the need to learn Cloud Platform as part of any analytical job role, it is essential to understand the basics and then gain some hands-on experience leveraging the cloud platforms. PREVIOUS NEXT <

Google Cloud 58

Google Cloud Project Data Lake Healthcare 58

ProjectPro

JUNE 6, 2025

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. Build your Data Engineer Portfolio with ProjectPro!

Data Engineer 59

Data Engineer Data Engineering Project Engineering 59

ProjectPro

JUNE 6, 2025

As per International Data Corporation (IDC), worldwide data will grow 61% to 175 zettabytes by 2025! Image source – Wikipedia The above image is taken from the very famous MNIST dataset that gives a glimpse of the visual representation of digits. The MNIST dataset is widely used in many image processing techniques.

Deep Learning 73

Deep Learning Algorithm Machine Learning Datasets 73

ProjectPro

JUNE 6, 2025

With TensorFlow, getting started, building models, model training, and debugging is made easy with access to high-level APIs like Keras. For this TensorFlow project, you could jump right into a multi-class classification problem with this dataset or start with a simple cat dog classification problem using this dataset.

Project 45

Project Deep Learning Datasets Machine Learning 45

ProjectPro

JUNE 6, 2025

So, let’s get started on this exciting journey to learn Airflow - Table of Contents Why Learn Apache Airflow in 2025? Scheduler Executors DAGs (Directed Acyclic Graphs) Web Server Metadata Database List of the Best Resources to Learn About Apache Airflow in 2025 Get Your Hands-On Learning Apache Airflow with ProjectPro!

PostgreSQL 40

PostgreSQL Metadata MySQL Data Workflow 40

ProjectPro

JUNE 6, 2025

These individuals make data accessible to everybody else in the company and build a platform that allows others to pull out data efficiently. In a nutshell, AI engineers are individuals who are can build and deploy scalable AI products that end-users can access. These are skills that data engineers and ML engineers possess.

Engineering 75

Engineering Software Engineer Software Engineering Deep Learning 75

databricks

JUNE 11, 2025

Powered by MLflow 3, Agent Bricks automatically creates evaluation datasets and custom judges tailored to your task. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. All rights reserved.

Entertainment 98

Entertainment Manufacturing Consulting Retail 98

ProjectPro

JUNE 6, 2025

Table of Contents Commonly Asked HDFS Interview Questions and Answers for 2025 HDFS Interview Questions and Answers to prepare for Hadoop Job Interview in 2025 Ace Your Next Job Interview with Mock Interviews from Experts to Improve Your Skills and Boost Confidence! It stores the application data and file system metadata separately.

Hadoop 40

Hadoop Metadata Big Data Portfolio 40

ProjectPro

JUNE 6, 2025

Computer Vision Engineer Job Outlook 2025 Computer Vision Engineer - Roles and Responsibilities Educational Background Needed to become a Computer Vision Engineer Skills Required for Becoming a Computer Vision Engineer Computer Vision Techniques to Master How to Become a Computer Vision Engineer? Everything else is a bonus.

Engineering 68

Engineering Deep Learning Machine Learning Algorithm 68

ProjectPro

JUNE 6, 2025

billion by 2025, further catapulting to an astounding $110.8 Learning Generative AI Roadmap 2025 Top Generative AI Courses Generative AI Learning Path Google Certification Generative AI Learning Path Microsoft Certification Learn Generative AI with ProjectPro! Subscribers gain access to live training sessions and practical labs.

Google Cloud 68

Google Cloud Deep Learning Certification Machine Learning 68

ProjectPro

JUNE 6, 2025

Top 9 Data Integration Projects For Practice in 2025 In this section, we will explore innovative data integration examples showcasing the power of data integration. The diverse dataset, consisting of tables such as City Weather, Routes, Drivers, and more, offers unique insights into truck logistics. This is where the magic happens!

Data Integration 40

Data Integration Project Data Lake PostgreSQL 40

KDnuggets

JUNE 13, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter AI Agents in Analytics Workflows: Too Early or Already Behind? Here, SQL stepped in.

Data Science 57

Data Science Datasets SQL Python 57

ProjectPro

JUNE 6, 2025

Table of Contents How to Become a Machine Learning Engineer in 2025? 2025 Update) 2) What is a machine learning engineer? How to Become a Machine Learning Engineer in 2025? 2025 Update) Before you change careers, it is important to consider the path ahead. 1) Is now a good time to become a machine learning engineer?

Machine Learning 67

Machine Learning Engineering Programming Language Portfolio 67

The Pragmatic Engineer

OCTOBER 17, 2024

The startup was able to start operations thanks to getting access to an EU grant called NGI Search grant. The historical dataset is over 20M records at the time of writing! ” These are sensible mid-term plans: but they do not answer for what happens to the startup starting 1 January 2025, when their grant funding runs out.

Cloud 333

Cloud Metadata AWS Cloud Computing 333

Snowflake

MARCH 31, 2025

From November 2024 to January 2025, over 4,000 customers used Snowflakes AI capabilities every week. For image data, running distributed PyTorch on Snowflake ML also with standard settings resulted in over 10x faster processing for a 50,000-image dataset when compared to the same managed Spark solution.

Healthcare 96

Healthcare Government Medical Food 96

ProjectPro

JUNE 6, 2025

It makes data more accessible. Data marts speed up business operations by allowing users to access essential data from a warehouse or operational data store in very less time. Availability : There should be no downtime with the database; it should always be accessible and active. What does "data sparsity" imply?

Data Warehouse 53

Data Warehouse NoSQL PostgreSQL Relational Database 53

Monte Carlo

APRIL 28, 2025

Finally, access control helps keep things organized. Great for teams dealing with big, messy datasets. Integrations are also key. If it connects easily to tools you already uselike Snowflake, BigQuery, dbt, or Lookerthats less manual setup for you and more time actually using your data.

Metadata 64

Metadata Hadoop Data SQL 64

ProjectPro

JUNE 6, 2025

Table of Contents Top 3 Reasons to Learn Big Data in 2025 and Beyond Introduction to Big Data Who can Learn Big Data? In line with NASSCOM, India's big data analytics sector is expected to grow from $2 billion today to $16 billion by 2025. How to Learn Big Data for Free? provide cloud services for deploying data models.

Big Data 45

Big Data Big Data Skills Scala Hadoop 45