ProjectPro

JUNE 6, 2025

Today, the Apache Spark project has over 1,000 contributors from over 250 companies worldwide. ProjectPro has curated a list of the best Apache Spark books that cater to different levels of expertise, from beginner to pros. So sit back, grab a cup of coffee, and let's dive into the world of reading the top Apache Spark books.

Big Data 40

Big Data Scala Machine Learning Manufacturing 40

ProjectPro

JUNE 6, 2025

Flexera’s State of Cloud report highlighted that 41% of the survey respondents showed the most interest in using Google Cloud Platform for their future cloud computing projects. Beginner Level GCP Sample Projects Ideas 1. Google Cloud Platform is an online vendor of multiple cloud services which can be used publicly.

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Google Cloud Project Data Lake Healthcare 58

ProjectPro

JUNE 6, 2025

And we do want our curious readers to feel warm in their blankets and conserve their energy when searching for projects on business intelligence. Read this blog if you are interested in exploring business intelligence projects examples that highlight different strategies for increasing business growth. Chilly December is here!

Business Intelligence 69

Business Intelligence Coding Project BI 69

Knowledge Hut

DECEMBER 27, 2023

Also, you must go through certain software engineering books to make your knowledge and skills robust for the job. In this article, we will read about some of the most prevalent and widely loved and best books to read for software engineers that can help you get a good hold of all the concepts in engineering.

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Software Engineering Software Engineer Engineering Computer Science 98

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. This blog will walk you through the essential steps to structure a FastAPI project and explore 15 FastAPI project ideas to help you learn how to build APIs using this robust framework.

Project 45

Project MongoDB Machine Learning AWS 45

ProjectPro

JUNE 6, 2025

The CrewAI framework has gained significant traction in the AI community, with a growing ecosystem of projects, templates, and resources. One of the primary motivations for individuals searching for "crew ai projects" is to find practical examples and templates that can serve as starting points for building their own AI applications.

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Project Building Recruitment Media 70

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

Data Engineering Podcast

NOVEMBER 19, 2023

Summary The dbt project has become overwhelmingly popular across analytics and data engineering teams. Dustin Dorsey and Cameron Cyr co-authored a practical guide to building your dbt project. In this episode they share their hard-won wisdom about how to build and scale your dbt projects. What was your path to adoption of dbt?

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Project Data Lake High Quality Data SQL 147

ProjectPro

JUNE 6, 2025

Learning machine learning is easy and quick, and you can learn through machine learning courses, videos, bootcamps, tutorials, and of course, good machine learning books! Each project and book is recommended by ProjectPro’s industry experts, making them the richest sources of practical knowledge in the world of machine learning.

Machine Learning 45

Machine Learning Deep Learning Algorithm Computer Science 45

Knowledge Hut

JUNE 25, 2024

For those interested in studying this programming language, several best books for python data science are accessible. Top 8 Python Data Science Books for 2023 Python is one of the programming languages that is most commonly utilized in the field of data science. This book offers practical programming solutions to these problems.

Data Science 97

Data Science Python Hadoop Media 97

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

ProjectPro

JUNE 6, 2025

Whether you are beginner looking to pursue a career in data science or looking to improve your python skills for data analysis, you might be overwhelmed with the amount of learning resources available out there - courses, books, and videos. So, if you're seeking the best python data science books, we’ve got you covered.

Data Science 40

Data Science Python Data Mining Algorithm 40

ProjectPro

JUNE 6, 2025

So many NLP books, so little time - the problem of choice arises when you want to become a better data scientist, NLP engineer, or machine learning engineer by drenching in some top NLP books. Books on NLP are abundant on the internet, making it harder for beginners to pick a book. And here we go.

Deep Learning 40

Deep Learning Java Computer Science Python 40

ProjectPro

JUNE 6, 2025

Excellent presentation of data-driven insights is an indispensable step in any data science or machine learning project since the latter involves modelling to fit the data and requires revealing hidden patterns from data. For this task, you can replicate the scatter plot shown below for the popular Iris dataset available at [link].

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Coding Project Machine Learning Datasets 67

The Pragmatic Engineer

OCTOBER 10, 2024

  Heavy development investment:  Automattic – a VC-funded company founded by Matt Mullenweg – is the largest contributor to Wordpress, paying  more than 100 staff  to work full-time on the project. I can see a few things happen: A fork (or more).  Vendors diversifying.  I

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Consulting AWS Software Engineer Software Engineering 350

KDnuggets

JANUARY 8, 2024

The author highlights the chronic under-deployment of ML projects, with only 22% of revolutionary initiatives deploying and a lack of stakeholder visibility and detailed planning as key issues, in his industry survey and book "The AI Playbook."

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Machine Learning Project 139

The Pragmatic Engineer

DECEMBER 21, 2023

Occasionally, there was a bonus article on Wednesdays, too, such as about  the book, Tidy First? Like  last year , these newsletters all add up to 5-7 books’ worth of information.

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Engineering Software Engineering Software Engineer Project 220

ProjectPro

JUNE 6, 2025

If yes, this blog has some of the best and most exciting IoT projects for you! You will find various IoT-based projects relevant to different industries that can help you land your dream job in data science! Soon IoT technology is poised to disrupt several other industries with amazing projects. IoT is likely to grow from 8.74

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Project Healthcare Hospitality Medical 72

Knowledge Hut

NOVEMBER 7, 2023

Scrum is a project management paradigm that stresses collaboration, responsibility, and gradual change toward a very well objective. If you are just starting out as a Scrum professional, being a Certified Scrum Master (CSM) will give you a solid grasp of the project management approach. Who is a CSM?

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Certification Project Management Software Engineer 98

ProjectPro

JUNE 6, 2025

When working on a data science project, after using Exploratory Data Analysis techniques over the dataset, the next step is to clean it and prepare it for the application of machine learning / deep learning algorithms. In this project, you will come across a dataset that contains missing values.

Project 40

Project Algorithm Datasets Data Science 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. 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

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

Adding product recommendation system projects to your portfolio will be a bonus when applying for any data science or machine learning job. Top 5 Product Recommendation System Project Ideas For Practice Below are a few popular and interesting product recommendation system projects for every data scientist , from beginner to expert levels.

Systems 45

Systems Project Machine Learning Datasets 45

ProjectPro

JUNE 6, 2025

Machine Learning Projects using KNN using Python We'll guide you through five machine-learning projects using the KNN algorithm, all implemented in Python. In our project, we delve into the fascinating world of hotel recommendations using a dataset from Expedia.

Machine Learning 52

Machine Learning Project Algorithm Datasets 52

ProjectPro

JUNE 6, 2025

Whether you are new to the world of data visualization or a seasoned pro looking to strengthen your data visualization skills, these top 7 data visualization books will help you understand the principles and techniques of data visualization needed to communicate your findings effectively.

Entertainment 40

Entertainment Big Data Python Computer Science 40

KDnuggets

MAY 30, 2022

Also: Decision Tree Algorithm, Explained; Data Science Projects That Will Land You The Job in 2022; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; Naïve Bayes Algorithm: Everything You Need to Know.

Data Science 160

Data Science Algorithm Machine Learning Python 160

Data Engineering Podcast

DECEMBER 24, 2023

Elad Eldor has experienced these challenges first-hand, leading to his work writing the book "Kafka: : Troubleshooting in Production" In this episode he highlights the sources of complexity that contribute to Kafka's operational difficulties, and some of the main ways to identify and mitigate potential sources of trouble.

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Kafka Data Lake High Quality Data SQL 245

ProjectPro

JUNE 6, 2025

Getting Started with Uber Data Analysis Project The typical machine learning project life cycle involves defining the problem, building a solution, and measuring the solution's impact on the business. Which algorithm does Uber use for Data Analysis? The Uber Datasets We will perform data analysis on two types of rider data from Uber.

Machine Learning 45

Machine Learning Data Analysis Project Datasets 45

ProjectPro

JUNE 6, 2025

In this blog, you will find a list of interesting data mining projects that beginners and professionals can use. Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. Below you will find simple projects on data mining that are perfect for a newbie in data mining.

Data Mining 52

Data Mining Coding Project Datasets 52

ProjectPro

JUNE 6, 2025

Table of Contents Learning Probability and Statistics for Machine Learning Best Statistics Book for Machine Learning Best Probability Book for Machine Learning How to choose the Best Statistics Course for Machine Learning? As after learning from the books, you must try to explore exciting ways of implementing your knowledge.

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Machine Learning Insurance Algorithm Deep Learning 74

The Pragmatic Engineer

JUNE 29, 2023

Also, longtime readers might find Squarespace familiar, as it was Squarespace principal software Tanya Reilly who wrote the book The Staff Engineer’s Path , from which I previously shared an excerpt and is a book I recommend. I suspect most respondents use these registrars for side projects, and some use them at work.

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AWS Software Engineer Software Engineering Cloud 67

The Pragmatic Engineer

NOVEMBER 21, 2023

In 1997, when Amazon was a one-floor, sub-100 person startup trying to sell books online, I experienced what every engineer dreads. This pioneering project was conceived during the Cold War between the US and the USSR. This project’s advancements laid the groundwork for many technologies still with us today, seven decades later.

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Engineering Bytes Cloud Computing AWS 334

ProjectPro

JUNE 6, 2025

So without any further ado, we present you a functional code for a speech-emotion recognition project in Python. Speech Emotion Recognition Project with Source Code We will work on the benchmark RAVDESS dataset or the Ryerson Audio-Visual Database of Emotional Speech and Song for this speech emotion recognition example code.

Machine Learning 66

Machine Learning Project Datasets Algorithm 66

The Pragmatic Engineer

SEPTEMBER 22, 2023

The innovator’s dilemma comes from the book of the same title by Clayton Christerenses. It begins with a clean state, and can ship something that works for, say, 90% of existing Node projects, and break the remaining 10%. The project would simply need volunteer contributors, or sponsors who pay contributions.

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Programming Language Project Coding Engineering 307

ProjectPro

JUNE 6, 2025

Read this blog to find some of the best Data Science portfolio projects that elevate your skills, demonstrate your expertise, and help you land your dream data science job! Whether you are a beginner or a seasoned expert, data science projects are the most important thing for building a solid portfolio.

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Portfolio Data Science Project Media 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

KDnuggets

MAY 12, 2025

Master LLMs through books, courses, tutorials, exercises, projects, and comprehensive guides that cover everything from foundational concepts to advanced techniques.

Project 134

Project 134