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

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. These AI system examples will have varying levels of difficulty as a beginner, intermediate, and advanced.

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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

ProjectPro

JUNE 6, 2025

87% of Data Science Projects never make it to production - VentureBeat According to an analytics firm, Cognilytica, the MLOps market is anticipated to be worth $4 billion by end of 2025. It is a decent dataset to query with multiple nuances that can be analyzed. Table of Contents What is MLOps ?

Project 66

Project Amazon Web Services Machine Learning Data Science 66

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

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ProjectPro

JUNE 6, 2025

billion by 2025, at a CAGR of 15.2% Data Factory contains a series of interconnected systems that provide a complete end-to-end platform for data engineers. 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.

Data Lake 60

Data Lake Metadata SQL Datasets 60

KDnuggets

JUNE 11, 2025

By Nate Rosidi , KDnuggets Market Trends & SQL Content Specialist on June 11, 2025 in Language Models Image by Author | Canva If you work in a data-related field, you should update yourself regularly. Data scientists use different tools for tasks like data visualization, data modeling, and even warehouse systems.

Data Science 96

Data Science Machine Learning Python SQL 96

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. On average, engineers spend over half of their time maintaining existing systems rather than developing new solutions.

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? We will discuss each tool's features, pros, and cons to help you understand the reason for its popularity.

Data Engineer 45

Data Engineer Data Engineering Engineering Kafka 45

ProjectPro

JUNE 6, 2025

Neural networks are changing the human-system interaction and are coming up with new and advanced mechanisms of problem-solving, data-driven predictions, and decision-making. You can use neural networks to develop an intelligent credit scoring system for the banks. What is a Simple Neural Network?

Project 63

Project Deep Learning Banking Datasets 63

ProjectPro

JUNE 6, 2025

The CrewAI project landscape consists of a wide range of applications, from simple task automation to complex decision-making systems. The CrewAI framework offers a unique approach to building agentic AI systems by allowing multiple specialized agents to work together, mimicking human team dynamics.

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Project Building Recruitment Media 70

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

ProjectPro

JUNE 6, 2025

Content Recommendation System The goal is to use AI and ML with AWS to recommend content to end-users based on their history. Almost all streaming apps, such as Netflix or Amazon Prime, have content recommendation systems. This type of recommendation system is used by companies like Amazon and Shopify.

AWS 60

AWS Project Food Cloud Computing 60

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. Conclusion Many data professionals use Python.

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Python Machine Learning Data Science Programming Language 97

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

databricks

JUNE 11, 2025

Last year, the promise of data intelligence – building AI that can reason over your data – arrived with Mosaic AI, a comprehensive platform for building, evaluating, monitoring, and securing AI systems. Too many knobs : Agents are complex AI systems with many components, each that have their own knobs.

Entertainment 98

Entertainment Manufacturing Consulting Retail 98

ProjectPro

JUNE 6, 2025

COLOR_BGR2RGB) # Display the image with detected faces plt.imshow(face_image_rgb) plt.axis('off') # Hide axes plt.show() Computer Vision Project Idea-3 Face Recognition System This is another computer vision project that deals with human faces. import cv2 import matplotlib.pyplot as plt def detect_faces(image_path): img = cv2.imread(image_path)

Project 66

Project Deep Learning Datasets Algorithm 66

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.

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

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. On average, engineers spend over half of their time maintaining existing systems rather than developing new solutions.

Data Pipeline 52

Data Pipeline Metadata Data Workflow Data Engineer 52

ProjectPro

JUNE 6, 2025

TensorFlow is equipped with features, like state-of-the-art pre-trained models, p opular machine learning datasets , and increased ease of execution for mathematical computations, making it popular among seasoned researchers and students alike. Currently, TensorFlow has a market share of 3.56%, with more than 1910 companies already using it.

Project 45

Project Deep Learning Datasets Machine Learning 45

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

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. MCP servers are lightweight programs or APIs that expose real-world tools like databases, file systems, or web services to AI models.

Telecommunication 79

Telecommunication Machine Learning Data Science Python 79

ProjectPro

JUNE 6, 2025

This person can build and deploy complete, scalable Artificial Intelligence systems that an end-user can use. AI Engineer Roles and Responsibilities The core day-to-day responsibilities of an AI engineer include - Understand business requirements to propose novel artificial intelligence systems to be developed.

Engineering 75

Engineering Software Engineer Software Engineering Deep Learning 75

The Pragmatic Engineer

OCTOBER 17, 2024

The historical dataset is over 20M records at the time of writing! We recently covered how CockroachDB joins the trend of moving from open source to proprietary and why Oxide decided to keep using it with self-support , regardless Web hosting:  Netlify : chosen thanks to their super smooth preview system with SSR support.

Cloud 336

Cloud Metadata AWS Cloud Computing 336

ProjectPro

JUNE 6, 2025

If you've got tons of data flowing through your systems, you must keep it all organized and running smoothly. So, let’s get started on this exciting journey to learn Airflow - Table of Contents Why Learn Apache Airflow in 2025? Why Learn Apache Airflow in 2025? Are you looking to gear up your skills in Apache Airflow?

PostgreSQL 40

PostgreSQL Metadata MySQL Data Workflow 40

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

They involve combining data from various systems and transforming it into an ideal format for analysis and decision-making. For example, in healthcare, a data integration system merges patient records from different clinics and hospitals, resulting in a unified view of data. Table of Contents What Are Data Integration Projects?

Data Integration 40

Data Integration Project Data Lake PostgreSQL 40

Edureka

MARCH 6, 2025

Unlike traditional systems that wait for an attack or require manual prompting, AI can analyze vast data streams in real-time to recognize patterns and detect anomalies that human analysts might miss. Models: Unified Cybersecurity Infrastructure By 2025, cybersecurity will pivot toward a truly unified model.

Consulting 52

Consulting Certification Government Machine Learning 52

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. Train and re-train machine learning systems as and when required.

Machine Learning 67

Machine Learning Engineering Programming Language Portfolio 67

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? It excels at identifying faces in images.

Engineering 68

Engineering Deep Learning Machine Learning Algorithm 68

ProjectPro

JUNE 6, 2025

To eliminate data redundancy, data modeling brings together data from diverse systems. A primary key is a column or set of columns in a relational database management system table that uniquely identifies each record. Let us dive into these categories one by one and get you started in your data modeling journey!

Data Warehouse 53

Data Warehouse NoSQL PostgreSQL Relational Database 53

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

Data Engineering Weekly

MARCH 2, 2025

Annual Report: The State of Apache Airflow® 2025 DataOps on Apache Airflow® is powering the future of business – this report reviews responses from 5,000+ data practitioners to reveal how and what’s coming next. Data Council 2025 is set for April 22-24 in Oakland, CA. link] Mehdio: DuckDB goes distributed?

Data Engineer 62

Data Engineer Data Engineering Engineering Datasets 62

Data Engineering Weekly

NOVEMBER 24, 2024

Editor’s Note: Launching Data & Gen-AI courses in 2025 I can’t believe DEW will reach almost its 200th edition soon. We are planning many exciting product lines to trial and launch in 2025. Grab has enhanced its LLM-powered data classification system, Metasense, to improve accuracy and minimize manual workload.

Data Engineer 57

Data Engineer Data Engineering Engineering Insurance 57

KDnuggets

JUNE 6, 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 5 Error Handling Patterns in Python (Beyond Try-Except) Stop letting errors crash your app.

Python 69

Python Data Science Machine Learning Database 69