AI, Machine Learning, and Data Engineering Resources
This repository contains a curated list of articles, guides, and tutorials on AI, machine learning, data engineering, and related topics. Each section is categorized for easy navigation, with links to detailed resources.
Downloadable Resources
Below is a list of valuable resources available for download:
| Resource Name | Download Link |
|---|---|
| How to Build an AI Model from Scratch | Download PDF |
| How to Build an LLM from Scratch | Download PDF |
| Generative AI Interview Questions And Answers | Download PDF |
| MLOps Interview Questions And Answers | Download PDF |
| NumPy Cheatsheet | Download PDF |
| PySpark RDD Cheatsheet | Download PDF |
| PySpark DataFrame Cheatsheet | Download PDF |
| Data Analysis Project Examples | Download PDF |
| Pandas Cheatsheet | Download PDF |
| Machine Learning Cheatsheet | Download PDF |
| Big Data Use Cases | Download PDF |
| Cloud Computing Projects | Download PDF |
| Machine Learning Projects For Final Year | Download PDF |
| Azure Data Factory Interview Questions and Answers | Download PDF |
| Scala Interview Questions and Answers | Download PDF |
| Artificial Intelligence Mini Project | Download PDF |
| AWS Projects for Beginners | Download PDF |
| Apache Spark Interview Questions and Answers | Download PDF |
| AWS Interview Questions and Answers | Download PDF |
| Handwritten Digit Recognition Python Code (MNIST) | Download Code |
| Music Genre Classification Project Report with Source Code | Download PDF |
| Stock Price Prediction Data Science Project with Source Code | Download PDF |
| Uber Data Analysis Project with Source Code | Download PDF |
| Chatbot Mini Project in Python with Source Code | Download PDF |
| Business Analyst Interview Questions and Answers | Download PDF |
| Probability and Statistics for Machine Learning | Download PDF |
| Must-Have Data Science Projects | Download PDF |
| Machine Learning Interview Questions and Answers | Download PDF |
| NLP Interview Questions and Answers | Download PDF |
| Computer Vision Interview Questions and Answers | Download PDF |
| Data Engineering Interview Questions and Answers | Download PDF |
| Data Science Interview Questions and Answers | Download PDF |
| Deep Learning Interview Questions and Answers | Download PDF |
| Data Engineer Salary Guide | Download PDF |
| Data Scientist Salary Guide | Download PDF |
| Data Analyst Salary Guide | Download PDF |
| Data Engineering Career Path for Beginners | Download PDF |
| How to Start a Career in Machine Learning? | Download PDF |
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