ProjectPro

JUNE 6, 2025

In this space, we will explore the most innovative and impactful Artificial Intelligence projects, from cutting-edge research to real-world applications. 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.

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Project Datasets Deep Learning Machine Learning 98

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. However, data science and analytics can only reap the fruits when AI/ML projects are in production. Table of Contents What is MLOps ?

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Project Amazon Web Services Machine Learning Data Science 66

ProjectPro

JUNE 6, 2025

This blog presents some of the most unique and exciting AWS projects from beginner to advanced levels. These AWS project ideas will provide you with a better understanding of various AWS tools and their business applications. You can work on these AWS sample projects to expand your skills and knowledge.

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AWS Project Food Cloud Computing 60

KDnuggets

JUNE 12, 2025

Folder Structure Before starting, it’s good to organize your project files for clarity and scalability. It will be used to extract the text from PDF files LangChain: A framework to build context-aware applications with language models (we’ll use it to process and chain document tasks).

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Building Metadata Raw Data Data Science 102

ProjectPro

JUNE 6, 2025

Dive into these exciting AWS DevOps project ideas that can help you gain hands-on experience in the big data industry! AWS DevOps offers an innovative and versatile set of services and tools that allow you to manage, scale, and optimize big data projects. Table of Contents Why Should You Practice AWS DevOps Projects?

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AWS Project Medical Deep Learning 61

databricks

JUNE 11, 2025

As a result, promising projects stalled in endless tuning cycles, with stakeholders losing confidence due to unclear progress. With building conversational agents over documents, for example, we measured quality average across several Q&A benchmarks. Academic benchmarks such as math exams did not translate to real-world use cases.

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Entertainment Manufacturing Consulting Professional Services 132

KDnuggets

JUNE 11, 2025

Instead of generating answers from parameters, the RAG can collect relevant information from the document. A retriever is used to collect relevant information from the document. Thanks to this retriever, instead of looking at the entire document, RAG will only search the relevant part. What is a retriever? Let’s consider this.

Data Science 95

Data Science Machine Learning Python SQL 95

ProjectPro

JUNE 6, 2025

Get Practical Data Engineering Experience with Complete Project-Based Azure Data Engineering Course ! Master data analytics skills with unique big data analytics mini projects with source code. This blog covers the top ten AWS data engineering tools popular among data engineers across the big data industry. PREVIOUS NEXT <

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AWS Data Engineering Data Engineer Engineering 52

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. If you are also one, explore ProjectPro's data engineering project ideas for a head start.

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Data Engineering Data Engineer Project Engineering 59

ProjectPro

JUNE 6, 2025

Explore interesting Retrieval Augmented Generation (RAG) project ideas and their implementation in Python. Discover projects like Customized Question Answering Systems, Contextual Chatbots, and Text Summarization. The primary reason for its popularity is best highlighted in this post by Abhishek Ratna.

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Project Python Database PostgreSQL 45

ProjectPro

JUNE 6, 2025

.” From month-long open-source contribution programs for students to recruiters preferring candidates based on their contribution to open-source projects or tech-giants deploying open-source software in their organization, open-source projects have successfully set their mark in the industry.

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Big Data Project Metadata Programming Language 49

KDnuggets

JUNE 13, 2025

Launch Claude Code by navigating to your project directory and running: claude Follow the prompts to connect to the Anthropic Console: A browser window will open, prompting you to log in to your Anthropic account. Documentation Updates: Automatically update documentation based on code changes.

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Telecommunication Data Science Machine Learning Python 126

ProjectPro

JUNE 6, 2025

EMR so you can determine whether using both solutions together or picking one is optimal for your next big data project. It also comes with extensive documentation. When to use AWS Glue vs. EMR? AWS Glue is your best option if your data is unprocessed, needs ETL, and utilizes various tools for a long time.

Big Data 52

Big Data AWS Amazon Web Services Project 52

ProjectPro

JUNE 6, 2025

Here are ten fantastic AI agent projects spanning various domains, from customer support chatbots to autonomous game-playing agents. These projects provide valuable opportunities to experiment and apply theoretical knowledge in real-world scenarios. Start by setting up the necessary libraries (openai, LangChain, and LangGraph).

Project 59

Project Building Banking Healthcare 59

ProjectPro

JUNE 6, 2025

Starting an NLP project can be both exhilarating and overwhelming. Based on his extensive experience, we explore the key components of the NLP project life cycle, addressing data imbalance, comparing traditional Machine Learning(ML) models to GPT-based approaches, and much more. However, this approach may not always be successful.

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Project Datasets Machine Learning Retail 52

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

There are many deep learning frameworks but as a beginner, you will always have this question on “Which deep learning framework should I choose for my next machine learning project ?’ Click here to view a list of 50+ solved, end-to-end Big Data and Machine Learning Project Solutions (reusable code + videos) PyTorch 1.8

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Deep Learning Machine Learning Programming Language Python 97

ProjectPro

JUNE 6, 2025

Table of Contents CNN VS RNN: Overview When to Use CNN vs RNN CNN vs RNN: Performance CNN vs RNN: Computation CNN vs RNN for Text Classification CNN vs RNN for Generative Text CNN vs RNN for Text Sentiment Analysis CNN VS RNN: Which one is best for your deep learning project? Gradient-Based Learning Applied to Document Recognition.

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Project Deep Learning Algorithm Machine Learning 68

ProjectPro

JUNE 6, 2025

billion in 2023, and it is projected to grow at a remarkable compound annual growth rate (CAGR) of 44.7% Users ask questions, and the RAG pipeline uses a database of support documents to provide accurate responses. This retrieval model, often powered by a similarity search engine like FAISS, fetches the most relevant documents.

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Building Project Metadata Data Ingestion 40

ProjectPro

JUNE 6, 2025

Building agentic AI projects with LangGraph isn’t just a skill upgrade, it’s a mindset shift toward truly agentic AI development. In this blog, we'll explore 10 LangGraph project ideas that will help you get hands-on with using LangGraph, and start building the next generation of intelligent AI agents.

Project 45

Project Building Media Medical 45

ProjectPro

JUNE 6, 2025

Working on FastAPI projects is important for data scientists, enabling them to build and deploy end-to-end data science applications quickly and efficiently. FastAPI has become a go-to choice for building APIs in the data science industry with its support for asynchronous programming and automatic API documentation.

Project 45

Project MongoDB Machine Learning AWS 45

ProjectPro

JUNE 6, 2025

Data engineers build successful ETL projects to meet business requirements and ensure the smooth functioning of organizations. But building an ETL project is not an easy task. This blog covers the various phase of an end-to-end ETL project lifecycle in an organization. The ETL process and Mappings should be evaluated.

Project 40

Project Non-relational Database Business Analyst Relational Database 40

ProjectPro

JUNE 6, 2025

Let's apply the complete data analysis process to the following real-time data analytic project for better understanding. Data Analysis Process - Fundamental Steps of a Data Analytics Project As a data analyst , you might find it challenging to make the best use of your data. Agents' arrival date in each department.

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Data Analysis Data Analytics Process Insurance 40

ProjectPro

JUNE 6, 2025

A curated list of interesting, simple, and cool neural network project ideas for beginners and professionals looking to make a career transition into machine learning or deep learning in 2023. Why building Neural Network Projects is the best way to learn deep learning? These properties add to the importance of neural network projects.

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Project Deep Learning Banking Datasets 63

ProjectPro

JUNE 6, 2025

According to a survey by IDG, the three most popular data migration projects include - consolidating data silos (47%), migrating data to the cloud (52%), and upgrading/replacing systems(46%). Why Data Migration Projects Fail? How to Manage Data Migration Projects? How to Manage Data Migration Projects?

Project 40

Project Google Cloud AWS MongoDB 40

ProjectPro

JUNE 6, 2025

Cookiecutter, a project templating tool, revolutionizes project setup with its simplicity and versatility. In this blog, you will learn all you need to know about using CookieCutter data science project template that streamlines project initiation, ensuring consistency and efficiency.

Data Science 40

Data Science Project Raw Data Python 40

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 Algorithm Datasets 69

ProjectPro

JUNE 6, 2025

AWS is a popular choice among organisations for cloud migrations, and hence having an efficient AWS Cloud Migration Project plan is crucial for a smooth and successful migration. This blog presents a step-by-step AWS cloud migration project plan example to help cloud and big data engineers with their cloud data migration projects.

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AWS Cloud Project Big Data 40

The Pragmatic Engineer

MARCH 12, 2024

The title of the book takes aim at the “myth” that software development can be measured in “man months,” which Brooks disproves in the pages that follow: “Cost [of the software project] does indeed vary as the product of the number of men and the number of months. Progress does not. The copilot. The editor.

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Engineering Programming Language Hospitality Insurance 318

ProjectPro

JUNE 6, 2025

Planning to prepare your data science project report but don’t know how to get started? Read this blog to learn the steps to build a project report on data science, the main components to include, and a few best practices to keep in mind while creating it. But, what does a project report on data science include?

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Data Science Project Algorithm Datasets 40

KDnuggets

JUNE 10, 2025

You can find the complete installation guide in the official DuckDB documentation. By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Next post => Latest Posts Selling Your Side Project? Prerequisites Before diving in, ensure you have the following: Python 3.13

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Python SQL Data Science Machine Learning 109

Netflix Tech

DECEMBER 19, 2024

Many of these projects are under constant development by dedicated teams with their own business goals and development best practices, such as the system that supports our content decision makers , or the system that ranks which language subtitles are most valuable for a specific piece ofcontent.

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Machine Learning Data Warehouse Project Coding 87

ProjectPro

JUNE 6, 2025

It is best suited to store and retrieve numerical vector representations of items, including words, pictures, or documents, which are frequently employed to capture semantic content in machine learning models. A lightweight, open-source vector database, Chroma is suitable for small-scale AI projects and rapid experimentation.

Database 40

Database Project Metadata Unstructured Data 40

ProjectPro

JUNE 6, 2025

In this article, you will find a list of interesting web scraping projects that are fun and easy to implement. The list has worthwhile web scraping projects for both beginners and intermediate professionals. The projects have been divided into categories so that you can quickly pick one as per your requirements.

Project 45

Project Programming Language Entertainment Machine Learning 45

ProjectPro

JUNE 6, 2025

In this blog, we'll go through ten exciting PyCharm projects that will challenge your coding skills, broaden your Pythonic horizons, and leave you packed with newfound skills and confidence. PyCharm serves as a robust platform for sentiment analysis projects.

Data Science 53

Data Science Project Finance Algorithm 53

ProjectPro

JUNE 6, 2025

This blog explores a diverse list of interesting NLP projects ideas, from simple NLP projects for beginners to advanced NLP projects for professionals that will help master NLP skills. To help you overcome this challenge, we have prepared an informative list of Natural Language Processing Projects.

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Coding Project Building Medical 49

Snowflake

MARCH 6, 2025

Unstructured text is everywhere in business: customer reviews, support tickets, call transcripts, documents. Meanwhile, operations teams use entity extraction on documents to automate workflows and enable metadata-driven analytical filtering.

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Unstructured Data Media Medical Data Workflow 95