1
Also covers machine learning · free
Machine Learning Systems is a two-volume textbook about how machine learning systems are built, covering the engineering behind AI.
Alternatives
The Best Machine Learning for Software Engineers Alternatives in 2026
24 alternatives1 free · 10 open source
Looking for something like Machine Learning for Software Engineers? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 10 are open source.
About Machine Learning for Software Engineersgithub.com/ZuzooVn/machine-learning-for-softwa…
VisitA daily study plan for people working toward becoming machine learning engineers.
Top picks at a glance
First suggestionmlsysbookMachine Learning Systems is a two-volume textbook about how…Open source optionEverything AI MlA curated collection gathers learning resources for…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | mlsysbook | Free | Not stated | Web |
| 2 | Everything AI Ml | — | Yes | — |
| 3 | ML YouTube Courses | — | Yes | — |
| 4 | Machine Learning Visualized | — | Yes | — |
| 5 | LLM Course | — | Yes | — |
| 6 | Hands-on Train and Deploy ML | — | Yes | — |
| 7 | Mallet | — | Not stated | Web |
| 8 | ML Course Notes | — | Not stated | — |
| 9 | Handson ML3 | — | Yes | — |
| 10 | ML Engineering | — | Not stated | — |
All Machine Learning for Software Engineers alternatives
2
Also covers artificial intelligence and machine learning · same kind of open-source project · open source
A curated collection gathers learning resources for generative AI, machine learning, LLMs, RAG, and related topics.
3
Also covers machine learning · same kind of open-source project · open source
A curated repository helps readers discover machine learning and AI courses published on YouTube.
4
Also covers machine learning · same kind of open-source project · open source
Jupyter notebooks implement and derive machine learning algorithms from first principles using NumPy.
5
Also covers machine learning · same kind of open-source project · open source
This LLM course combines learning roadmaps with Google Colab notebooks for studying large language models.
6
Also covers machine learning · same kind of open-source project · open source
This tutorial walks through training and deploying a machine learning REST API that predicts cryptocurrency prices in ten steps.
7
Mallet
mimno.github.io/Mallet/indexAlso covers machine learning · same kind of open-source project
Mallet provides machine learning tools for language processing, according to its project title.
8
ML Course Notes
github.com/dair-ai/ML-Course-NotesAlso covers machine learning · same kind of open-source project
A collaborative collection shares course and lecture notes on machine learning, natural language processing, and AI.
9
Also covers machine learning · same kind of open-source project · open source
A series of Jupyter notebooks teaches machine learning and deep learning in Python with Scikit-Learn, Keras, and TensorFlow.
10
ML Engineering
github.com/stas00/ml-engineeringAlso covers machine learning · same kind of open-source project
This open book collects methods, tools, and instructions for training, fine-tuning, and running machine learning models.
11
ProjectLearn
projectlearn.ioAlso covers artificial intelligence and machine learning
ProjectLearn teaches programming through projects across web, mobile, game development, machine learning, and artificial intelligence.
12
Deep Learning Drizzle
deep-learning-drizzle.github.ioAlso covers machine learning
Deep Learning Drizzle collects readings and notes about deep learning for study.
13
Coding Questions
platform.stratascratch.com/codingAlso covers machine learning
StrataScratch offers over 1,000 data science interview questions across SQL, Python, statistics, machine learning, and data projects.
14
Deep ML
deep-ml.comAlso covers machine learning
Deep-ML provides hands-on exercises in machine learning and data science fundamentals.
15
Machine Learning Roadmap
rentry.org/machine-learning-roadmapAlso covers machine learning
This machine learning roadmap lays out a learning path that starts with mathematics and calculus fundamentals.
16
ML Visualized
ml-visualized.comAlso covers machine learning
Machine Learning Visualized organizes its material as a collection of visual learning resources in a repository.
17
Codecademy's Data Science
codecademy.com/learn/paths/data-scienceAlso covers machine learning
Codecademy’s Machine Learning Specialist path covers Python, SQL, pandas, scikit-learn, Matplotlib, and TensorFlow.
18
Everything AI/ML
viveknaskar.github.io/everything-ai-mlAlso covers machine learning
This curated AI and machine learning guide organizes over 228 learning resources across 30 sections.
19
Also covers machine learning · same kind of open-source project · open source
A Python learning playground and cheat sheet organizes example scripts by topic, with explanations for the code.
20
Data Science Ipython Notebooks
github.com/donnemartin/data-science-ipython-no…Also covers machine learning · same kind of open-source project
Data Science IPython Notebooks collects notebooks about data science, including TensorFlow deep learning.
21
Also covers machine learning · same kind of open-source project · open source
This Awesome DataScience repository collects learning material and resources about data science.
22
Also covers artificial intelligence and machine learning · same kind of open-source project · open source
AI for Beginners is a Microsoft course organized as 24 lessons across 12 weeks.
23
rasbt/LLMs-from-scratch
github.com/rasbt/LLMs-from-scratchAlso covers artificial intelligence and machine learning · same kind of open-source project
This repository walks through implementing a ChatGPT like language model in PyTorch, step by step.
24
Also covers machine learning · same kind of open-source project · open source
Algorithms Cheatsheet Resources collects reference material for programming and algorithms.
No alternatives match this filter.
Alternatives to similar tools
Algorithms-Cheatsheet-Resources24 alternativesMachine Learning Visualized24 alternativesML YouTube Courses24 alternativesLLM Course24 alternativesHands-on Train and Deploy ML24 alternativesCodecademy's Data Science24 alternatives
What is the best alternative to Machine Learning for Software Engineers?
Based on features, tags and platforms, the closest alternatives to Machine Learning for Software Engineers are mlsysbook, Everything AI Ml, and ML YouTube Courses.
Is there a free alternative to Machine Learning for Software Engineers?
Yes. mlsysbook is free or offer a free plan.
Are there open-source alternatives to Machine Learning for Software Engineers?
Yes: Everything AI Ml, ML YouTube Courses, Machine Learning Visualized, and LLM Course.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative