Remove Accessibility Remove Coding Remove Programming Language
article thumbnail

How Meta discovers data flows via lineage at scale

Engineering at Meta

In order to build high-quality data lineage, we developed different techniques to collect data flow signals across different technology stacks: static code analysis for different languages, runtime instrumentation, and input and output data matching, etc. web endpoints, data tables, AI models) used across Meta. Hack, C++, Python, etc.)

article thumbnail

Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

Making raw data more readable and accessible falls under the umbrella of a data engineer’s responsibilities. Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization What do Data Engineers do? Good skills in computer programming languages like R, Python, Java, C++, etc.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

PyTorch vs TensorFlow 2025-A Head-to-Head Comparison

ProjectPro

PyTorch leverages the flexibility and popularity of the python programming language whilst maintaining the functionality and convenience of the native Torch library. 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 vs Tensorflow 2.x

article thumbnail

10 MongoDB Mini Projects Ideas for Beginners with Source Code

ProjectPro

This data can be accessed and analyzed via several clients supported by MongoDB. It is also compatible with IDEs like Studio3T, JetBrains (DataGrip), and VS Code. You can establish connections between the MongoDB database and its clients via a programming language of your choice. Link to the source code.

MongoDB 66
article thumbnail

Your Step-by-Step Guide to Become a Data Engineer in 2025

ProjectPro

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization Data Engineer Jobs- The Demand Data Scientist was declared the sexiest job of the 21st century about ten years ago. Structured Query Language or SQL (A MUST!!):

article thumbnail

AWS Lambda Cold Start: A Beginner’s Guide

ProjectPro

Function Size and Complexity The size and complexity of the Lambda function’s code can impact initialization and execution times. For instance, a Lambda function deploying a machine learning model might have a larger codebase, making the initialization code and model loading more complex and leading to longer cold start times.

AWS 58
article thumbnail

15 Data Mining Projects Ideas with Source Code for Beginners

ProjectPro

Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. Project Idea: By merging using unique key values, you can take a look at the statistics of the dataset using Pandas dataframes and Matplotlib library of Python Programming language.