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Code snippets for Data Engineering Design Patterns book

W3C Strategic Highlights September 2019 This report was prepared for the September 2019 W3C Advisory Committee Meeting (W3C Member link). See the accompanying W3C Fact Sheet — September 2019. For the previous edition, see the April 2019 W3C Strategic Highlights. For future editions of this repo... Read more

🚀 Advanced Data & AI Engineering Portfolio: Real-world projects and production-ready patterns to level up your AI skills—from building clean data pipelines to deploying RAG systems, AI agents, and intelligent dashboards.

An ANN is a model based on a collection of connected units or nodes called "artificial neurons", which loosely model the neurons in a biological brain. Each connection, like the synapses in a biological brain, can transmit information, a "signal", from one artificial neuron to another. An artific... Read more

Data engineering interview prep - PySpark notebooks, theory docs, quizzes, and company-specific patterns. Built around Zephyr Coffee Co., a fictional 200-store chain with messy data.

Many underlying relationships among data in several areas of science and engineering, e.g., computer vision, molecular chemistry, molecular biology, pattern recognition, and data mining, can be represented in terms of graphs. In this paper ,a new neural network model has propose which called grap... Read more

600+ free patterns and concepts for data engineers on Azure Databricks, Microsoft Fabric, and PySpark. 12 books covering the full stack. Free forever.

Unity Software Engineering Guide (Design Patterns, Software Architecture, Algorithms and Data Structure)

A complete, end-to-end data science pipeline applied to a survey dataset investigating mobile money scam prevalence, victim demographics, and loss patterns in Cameroon. The project covers Exploratory Data Analysis, Data Preprocessing, Feature Engineering, Predictive Modelling, and Evaluation, cul... Read more

Prepare to Technical Skills Here are the essential skills that a Machine Learning Engineer needs, as mentioned Read me files. Within each group are topics that you should be familiar with. Study Tip: Copy and paste this list into a document and save to your computer for easy referral. Computer ... Read more