1
IAILab
iailab.kaist.ac.kr/teaching/deep-learningAlso covers machine learning and students · same kind of website
The iAI KAIST page shares deep learning materials that visitors are permitted to use, modify, and distribute.
Alternatives
The Best mlsysbook Alternatives in 2026
24 alternatives0 free · 5 open source
Looking for something like mlsysbook? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 5 are open source.
Machine Learning Systems is a two-volume textbook about how machine learning systems are built, covering the engineering behind AI.
Top picks at a glance
First suggestionIAILabThe iAI KAIST page shares deep learning materials that…Open source optionML YouTube CoursesA curated repository helps readers discover machine…Another optionCodecademy's Data ScienceCodecademy’s Machine Learning Specialist path covers…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | IAILab | — | Not stated | Web |
| 2 | Codecademy's Data Science | — | Not stated | Web |
| 3 | Machine Learning for Software Engineers | — | Not stated | — |
| 4 | Runestone Interactive | — | Not stated | Web |
| 5 | LearnAIFromScratch | — | Not stated | Web |
| 6 | Coding Questions | — | Not stated | Web |
| 7 | Deep ML | — | Not stated | Web |
| 8 | Machine Learning Roadmap | — | Not stated | Web |
| 9 | ML Visualized | — | Not stated | Web |
| 10 | Everything AI/ML | — | Not stated | Web |
All mlsysbook alternatives
2
Codecademy's Data Science
codecademy.com/learn/paths/data-scienceAlso covers machine learning · same kind of website
Codecademy’s Machine Learning Specialist path covers Python, SQL, pandas, scikit-learn, Matplotlib, and TensorFlow.
3
Machine Learning for Software Engineers
github.com/ZuzooVn/machine-learning-for-softwa…Also covers machine learning
A daily study plan for people working toward becoming machine learning engineers.
4
Runestone Interactive
runestone.academyAlso covers students · same kind of website
Runestone Academy provides free online textbooks for mathematics and computer science.
5
LearnAIFromScratch
learnaifromscratch.github.ioAlso covers machine learning · same kind of website
Learn AI From Scratch presents a draft curriculum covering foundational topics for building an understanding of artificial intelligence.
6
Coding Questions
platform.stratascratch.com/codingAlso covers machine learning · same kind of website
StrataScratch offers over 1,000 data science interview questions across SQL, Python, statistics, machine learning, and data projects.
7
Deep ML
deep-ml.comAlso covers machine learning · same kind of website
Deep-ML provides hands-on exercises in machine learning and data science fundamentals.
8
Machine Learning Roadmap
rentry.org/machine-learning-roadmapAlso covers machine learning · same kind of website
This machine learning roadmap lays out a learning path that starts with mathematics and calculus fundamentals.
9
ML Visualized
ml-visualized.comAlso covers machine learning · same kind of website
Machine Learning Visualized organizes its material as a collection of visual learning resources in a repository.
10
Everything AI/ML
viveknaskar.github.io/everything-ai-mlAlso covers machine learning · same kind of website
This curated AI and machine learning guide organizes over 228 learning resources across 30 sections.
11
ProjectLearn
projectlearn.ioAlso covers machine learning · same kind of website
ProjectLearn teaches programming through projects across web, mobile, game development, machine learning, and artificial intelligence.
12
Also covers students · same kind of website
GitHub Student Developer Pack bundles partner tools and services to help students learn coding through hands-on projects.
13
Mallet
mimno.github.io/Mallet/indexAlso covers machine learning
Mallet provides machine learning tools for language processing, according to its project title.
14
Also covers machine learning · open source
A curated repository helps readers discover machine learning and AI courses published on YouTube.
15
Also covers machine learning · open source
Jupyter notebooks implement and derive machine learning algorithms from first principles using NumPy.
16
Also covers machine learning · open source
A curated collection gathers learning resources for generative AI, machine learning, LLMs, RAG, and related topics.
17
Also covers machine learning · open source
This tutorial walks through training and deploying a machine learning REST API that predicts cryptocurrency prices in ten steps.
18
ML Course Notes
github.com/dair-ai/ML-Course-NotesAlso covers machine learning
A collaborative collection shares course and lecture notes on machine learning, natural language processing, and AI.
19
Also covers machine learning · open source
A series of Jupyter notebooks teaches machine learning and deep learning in Python with Scikit-Learn, Keras, and TensorFlow.
20
ML Engineering
github.com/stas00/ml-engineeringAlso covers machine learning
This open book collects methods, tools, and instructions for training, fine-tuning, and running machine learning models.
21
System Designer
systemdesigner.net/ml-systemsAlso covers machine learning
System Designer teaches software architecture through lessons, quizzes, and case studies.
22
Scipy Lectures
lectures.scientific-python.orgAlso covers machine learning · same kind of website
Scientific Python Lectures is a set of learning materials about Python for scientific computing.
23
Deep Learning Drizzle
deep-learning-drizzle.github.ioAlso covers machine learning · same kind of website
Deep Learning Drizzle collects readings and notes about deep learning for study.
24
Virgilio
virgili0.github.io/VirgilioAlso covers machine learning · same kind of website
Virgilio organizes data science e-learning resources in a structured project overview.
No alternatives match this filter.
Alternatives to similar tools
Student Developer Pack24 alternativesMachine Learning Visualized24 alternativesML YouTube Courses24 alternativesMachine Learning for Software Engineers24 alternativesCodecademy's Data Science24 alternativesHands-on Train and Deploy ML24 alternatives
What is the best alternative to mlsysbook?
Based on features, tags and platforms, the closest alternatives to mlsysbook are IAILab, Codecademy's Data Science, and Machine Learning for Software Engineers.
Are there open-source alternatives to mlsysbook?
Yes: ML YouTube Courses, Machine Learning Visualized, Everything AI Ml, and Hands-on Train and Deploy ML.
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