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 Python 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. On the Goodreads website, readers awarded this book a rating of 4.3

Data Science 97

Data Science Python Hadoop Media 97

The Pragmatic Engineer

OCTOBER 10, 2024

Wordpress is the most popular content management system (CMS),  estimated  to power around 43% of all websites; a staggering number! We are talking about a competitor to WP Engine (Automattic) with no concrete knowledge of WP Engine’s true revenue, and demanding full access to detailed revenue reports. 25 Sep: Block.

Consulting 350

Consulting AWS Software Engineer Software Engineering 350

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

Data Engineering Podcast

DECEMBER 24, 2023

Summary Kafka has become a ubiquitous technology, offering a simple method for coordinating events and data across different systems. What motivated to write a book about how to manage Kafka in production? What motivated to write a book about how to manage Kafka in production? Can you describe your experiences with Kafka?

Kafka 245

Kafka Data Lake High Quality Data SQL 245

Cloudera

SEPTEMBER 20, 2022

This blog is intended to serve as an ethics sheet for the task of AI-assisted comic book art generation, inspired by “ Ethics Sheets for AI Tasks.” AI-assisted comic book art generation is a task I proposed in a blog post I authored on behalf of my employer, Cloudera. Introduction. Scope, motivation, and benefits.

Deep Learning 88

Deep Learning High Quality Data Telecommunication Systems 88

Monte Carlo

NOVEMBER 12, 2024

Uber stores its data in a combination of Hadoop and Cassandra for high availability and low latency access. Every time you play, skip, or save a song, Spotify notes the behavior and passes it to their recommendation system through Kafka. Flink then gets to work finding the nearest available driver and calculating your fare.

Architecture 96

Architecture Data Engineering Data Engineer Engineering 96

Snowflake

JUNE 8, 2025

Or book a meeting with us now. Ian Maier, AdTech Lead, Hightouch ID5’s privacy-first identity solutions are now available on the Snowflake AI Data Cloud, providing seamless access to secure data collaboration within the trusted Snowflake environment. Book a meeting. See our list of not-to-miss events below.

Media 83

Media Entertainment Retail Government 83

Lyft Engineering

APRIL 3, 2023

This blog post focuses on the scope and the goals of the recommendation system, and explores some of the most recent changes the Rider team has made to better serve Lyft’s riders. Introduction: Scope of the Recommendation System The recommendation system covers user experiences throughout the ride journey.

Systems 90

Systems Pipeline-centric Machine Learning Transportation 90

Data Engineering Podcast

JULY 27, 2020

Summary A majority of the scalable data processing platforms that we rely on are built as distributed systems. Kyle Kingsbury created the Jepsen framework for testing the guarantees of distributed data processing systems and identifying when and why they break. This brings with it a vast number of subtle ways that errors can creep in.

Systems 100

Systems Building Scala Java 100

ProjectPro

JUNE 6, 2025

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization 2. Source : Images.squarespace-cdn.com The shipping management industry needs to scale its ERP systems and map the SAP systems to Google Cloud Services. Each of them has its API, agent type, libraries, and functionalities.

Google Cloud 58

Google Cloud Project Data Lake Healthcare 58

Data Engineering Podcast

JULY 20, 2020

Summary Wind energy is an important component of an ecologically friendly power system, but there are a number of variables that can affect the overall efficiency of the turbines. Michael Tegtmeier founded Turbit Systems to help operators of wind farms identify and correct problems that contribute to suboptimal power outputs.

Systems 100

Systems Manufacturing Machine Learning Algorithm 100

Towards Data Science

FEBRUARY 19, 2024

Image from Unsplash Building a Semantic Book Search: Scale an Embedding Pipeline with Apache Spark and AWS EMR Serverless Using OpenAI’s Clip model to support natural language search on a collection of 70k book covers In a previous post I did a little PoC to see if I could use OpenAI’s Clip model to build a semantic book search.

AWS 90

AWS Building Bytes Python 90

ProjectPro

JUNE 6, 2025

Industry: Real Estate Source Code: House Price Prediction Business Intelligence Project Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization 3) Classification of Loan Applications Have you ever applied for a loan? Next, incorporate a few advanced features to build an entire attendance system.

Business Intelligence 69

Business Intelligence Coding Project BI 69

Snowflake

JUNE 6, 2025

The vision of Snowflake has always been about democratizing access to data; Snowflake is the place where data does more,” said Denise Persson, CMO of Snowflake and a Startup Challenge judge. And what Lumilinks does is bring that access to data and AI to organizations that would normally not be able to do all this themselves.”

BI 65

BI Finance Utilities Programming 65

ProjectPro

JUNE 6, 2025

However, it comes with drawbacks like retrieval latency, document selection errors, and increased system complexity. CAG addresses RAG’s limitations by removing real-time retrieval, reducing latency, and simplifying system architecture. Table of Contents What is Cache Augmented Generation (CAG)? CAG works in three key phases: 1.

Manufacturing 52

Manufacturing Datasets Database Systems 52

ProjectPro

JUNE 6, 2025

It covers tools, frameworks, agent creation, and advanced concepts like reinforcement learning, multi-agent systems, and ethical AI. For example, a hotel booking website recently introduced AI travel agents to chat with customers in 15 languages. Additionally, it has all the relevant project ideas to help you master Agentic AI.

Deep Learning 80

Deep Learning Algorithm Machine Learning Banking 80

ProjectPro

JUNE 6, 2025

But a well-written AI book? So, don't miss our compilation of 15+ handpicked best in-class AI books, ideal for learners who want to learn AI concepts, algorithms, and possibilities driving artificial intelligence - all in one go! Human + Machine: Reimagining Work in the Age of AI Other Top Books About AI 14.

Deep Learning 40

Deep Learning Machine Learning Algorithm Python 40

Data Engineering Weekly

FEBRUARY 9, 2025

link] Pinterest: Advancements in Embedding-Based Retrieval at Pinterest Homefeed Pinterest writes about its embedding-based retrieval system enhancements for Homefeed personalization and engagement. Airbnb restricted the range of booking probabilities for map pins, which led to significant booking improvements.

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

Data Engineering Podcast

DECEMBER 26, 2021

Zhamak Dehghani introduced the concepts behind this architectural patterns in 2019, and since then it has been gaining popularity with many companies adopting some version of it in their systems. What are some of the ways that your work on the data mesh book influenced your thinking on the practical elements of implementing a data mesh?

BI 130

BI Data Warehouse Data Engineering Data Engineer 130

ProjectPro

JUNE 6, 2025

Talend ETL Tool Project Ideas For You Best Books To Learn About Talend ETL Tool Talend ETL Tool Tutorial FAQs on Talend ETL Tool What is Talend ETL? Furthermore, it helps synchronize data between systems to perform data integration with other data warehouses. Execution server for Talend.

ETL Tools 45

ETL Tools Big Data Java Metadata 45

ProjectPro

JUNE 6, 2025

Exponential Scalability With a faster approach, Synapse extracts insights from the data present in data warehouse and big data analytics systems. Better Insights It significantly broadens the range of insights you can glean from your data and applies machine learning models to your systems.

Data Engineering 40

Data Engineering Data Engineer Engineering Data Lake 40

ProjectPro

JUNE 6, 2025

Data modelers are highly in demand for building effective data modeling solutions by analyzing enterprise data and managing efficient database systems. They also develop and manage data systems and maintain data maps and relevant diagrams for data systems.

NoSQL 40

NoSQL ETL Tools Certification SQL 40

The Pragmatic Engineer

JUNE 13, 2023

Agoda is a leading online travel booking platform in Asia. It’s owned by Booking Holdings Inc, which also owns the popular travel sites, Kayak and Booking.com. The CDN manages caching and path optimization from the customer to Agoda, mitigating some common local access problems of remote locations.

Cloud 248

Cloud Database Utilities BI 248

Data Engineering Weekly

MARCH 23, 2025

The author emphasizes the importance of mastering state management, understanding "local first" data processing (prioritizing single-node solutions before distributed systems), and leveraging an asset graph approach for data pipelines. I honestly don’t have a solid answer, but this blog is an excellent overview of upskilling.

Data Engineering 62

Data Engineering Data Engineer Engineering Data Ingestion 62

ProjectPro

JUNE 6, 2025

This would allow the customer service team to quickly and easily access the prediction without going through a cumbersome process of manually inputting the data and running the model. Deploy The API: Finally, deploy the API using a platform such as Heroku or AWS to make it accessible to users. Why Practice FastAPI Projects?

Project 45

Project MongoDB Machine Learning Datasets 45

RandomTrees

JUNE 9, 2025

Agentic AI” refers to AI systems that can autonomously plan, reason, and take actions to achieve goals — much like agents. Agentic AI refers to AI systems that go beyond passive responses. This is a fast-emerging area in AI, blending large language models (LLMs) with autonomous behaviour. What Is Agentic AI?

Media 52

Media Coding Database Designing 52

ProjectPro

JUNE 6, 2025

config.yaml : This file holds all the environment configurations, including API keys, access tokens, and database connection details. Data & Integration for Connecting External Sources To make your agentic applications truly powerful, you’ll need to connect them to external systems and data sources.

Project 45

Project Building Media Medical 45

ProjectPro

JUNE 6, 2025

AWS Machine Learning- Specialty Wondering how to validate your expertise in building and managing ML systems and workloads on the AWS cloud? Gain practical experience solving real-world ML production system challenges. Check out the MLOps Roadmap to access several MLOps projects to accelerate your MLOps journey.

Certification 53

Certification Google Cloud AWS Machine Learning 53

ProjectPro

JUNE 6, 2025

1) Remote Health Monitoring System for COVID-19 Patients – IoT in Healthcare Problem: Our world today is fighting against a global enemy, Coronavirus disease (Covid-19). But it is not easy for all to set up an advanced Remote Patient Monitoring system at home. And it isn't as essential or unimportant as some portray it to be.

Project 72

Project Healthcare Medical Hospitality 72

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.

Project 70

Project Building Recruitment Media 70

ProjectPro

JUNE 6, 2025

Exploring RAG Use Cases: Understanding How RAG LLM Works In a practical RAG LLM scenario, Ambujesh tackled the task of creating a Question-Answer system using a standard 11th or 12th-grade biology textbook. Ambujesh then developed prompts based on the book's context to match specific embeddings within the RAG LLM model. or LLAMA2.

Building 52

Building Data Governance Government Data Transparency 52

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

Monte Carlo

APRIL 8, 2025

In practical terms, this means creating a system where everyone in your organization understands what data they’re handling and how to treat it appropriately, with safeguards if someone accidentally tries to mishandle sensitive information. And most importantlywho really needs access to this data? Want even tighter security?

PostgreSQL 52

PostgreSQL Medical Data Database 52

Data Engineering Podcast

APRIL 14, 2024

KNN == K-Nearest Neighbors RocksDB C# Language ASP.NET QUIC Dynamo Paper Database Internals book (affiliate link) Designing Data Intensive Applications book (affiliate link) The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA Sponsored By: Starburst : ![Starburst

Non-relational Database 147

Non-relational Database Relational Database Database Designing 147

ProjectPro

JUNE 6, 2025

Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization Skills Required for Becoming a Computer Vision Engineer While many engineers can’t change their background, it is always possible to hone new skills. DeepFace DeepFace is a deep learning platform system created by Facebook in 2014.

Engineering 68

Engineering Deep Learning Machine Learning Algorithm 68

ProjectPro

JUNE 6, 2025

These AI system examples will have varying levels of difficulty as a beginner, intermediate, and advanced. Access the Instagram API with Python to get unlabelled comments from Instagram. Object Detection System Data Scientists who are just starting their careers can develop skills in the field of computer vision with this project.

Project 98

Project Datasets Deep Learning Python 98