machine-learning-for-software-engineers
by ZuzooVn
A complete daily plan for studying to become a machine learning engineer.
AI summary
Machine Learning Study Plan
A structured study plan to help software developers learn machine learning and become a machine learning engineer
- stars
- 28.2K
- forks
- 6.2K
- watching
- 1.5K
- awesome lists
- 2
Similar projects
Found by comparing what the projects do, not just their names.
ML development guide
Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications
Interview prep
A comprehensive study plan and resource collection for software engineers to prepare for technical interviews.
Machine learning systems design guide
A resource guide covering the four main steps of designing a machine learning system: project setup, data pipeline, modeling, and serving.
Machine Learning Exam Prep
A comprehensive resource and study plan for preparing software developers to pass machine learning interview exams.
Machine Learning Cheat Sheet
A collection of classical equations and diagrams on machine learning in LaTeX format
AI engineering course
Teaches software developers how to build, deploy, and maintain products with machine-learning models.
Machine Learning curriculum
A structured curriculum teaching classic machine learning techniques using Python and Scikit-learn, with a focus on practical projects and hands-on exercises.
Machine Learning Labs
Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics
Machine Learning Book Implementation
An implementation of Manning Publications' How Machine Learning Works book in Python using Jupyter Notebook
Production system design
A guide to building production-ready deep learning systems for real-world applications
ML framework
A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML.
Machine Learning library
A lightweight Machine Learning library for JavaScript and Node.js providing easy-to-use APIs for various algorithms.
Asset Manager toolkit
Implementation of code snippets and exercises from Machine Learning for Asset Managers, focusing on clustering, correlation, density, eigenvalue, and machine learning.
ML Assignments
A comprehensive solution to machine learning assignments on Coursera with MATLAB code
Machine Learning Platform
An interactive machine learning project that teaches common high-level techniques and applies them to generate creative outputs in the browser.
Featured in 2 awesome lists
Each link jumps to the spot where the list mentions machine-learning-for-software-engineers.
