1
Also covers machine learning and python · open source
A series of Jupyter notebooks teaches machine learning and deep learning in Python with Scikit-Learn, Keras, and TensorFlow.
Alternatives
The Best Codecademy's Data Science Alternatives in 2026
24 alternatives1 free · 5 open source
Looking for something like Codecademy's Data Science? 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 5 are open source.
About Codecademy's Data Sciencecodecademy.com/learn/paths/data-science
VisitCodecademy’s Machine Learning Specialist path covers Python, SQL, pandas, scikit-learn, Matplotlib, and TensorFlow.
Top picks at a glance
First suggestionHandson ML3A series of Jupyter notebooks teaches machine learning and…Free or freemium optionmlsysbookMachine Learning Systems is a two-volume textbook about how…Another optionAwesome DataScienceThis Awesome DataScience repository collects learning…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Handson ML3 | — | Yes | — |
| 2 | Awesome DataScience | — | Yes | — |
| 3 | Machine Learning Roadmap | — | Not stated | Web |
| 4 | Scipy Lectures | — | Not stated | Web |
| 5 | Data Science Ipython Notebooks | — | Not stated | — |
| 6 | Sourcecodester | — | Not stated | Web |
| 7 | Machine Learning Visualized | — | Yes | — |
| 8 | Hands-on Train and Deploy ML | — | Yes | — |
| 9 | ML Engineering | — | Not stated | — |
| 10 | Learn-Python | — | Yes | — |
All Codecademy's Data Science alternatives
2
Also covers data scientists and machine learning · open source
This Awesome DataScience repository collects learning material and resources about data science.
3
Machine Learning Roadmap
rentry.org/machine-learning-roadmapAlso covers machine learning and python · same kind of website
This machine learning roadmap lays out a learning path that starts with mathematics and calculus fundamentals.
4
Scipy Lectures
lectures.scientific-python.orgAlso covers machine learning and python · same kind of website
Scientific Python Lectures is a set of learning materials about Python for scientific computing.
5
Data Science Ipython Notebooks
github.com/donnemartin/data-science-ipython-no…Also covers machine learning and python
Data Science IPython Notebooks collects notebooks about data science, including TensorFlow deep learning.
6
Sourcecodester
sourcecodester.comAlso covers machine learning and python · same kind of website
Sourcecodester publishes free source code projects and tutorials in programming languages including Python, PHP, and Java.
7
Also covers machine learning and python · open source
Jupyter notebooks implement and derive machine learning algorithms from first principles using NumPy.
8
Also covers machine learning and python · open source
This tutorial walks through training and deploying a machine learning REST API that predicts cryptocurrency prices in ten steps.
9
ML Engineering
github.com/stas00/ml-engineeringAlso covers machine learning and python
This open book collects methods, tools, and instructions for training, fine-tuning, and running machine learning models.
10
Also covers machine learning and python · open source
A Python learning playground and cheat sheet organizes example scripts by topic, with explanations for the code.
11
Lost at SQL
lost-at-sql.therobinlord.comAlso covers data scientists · same kind of website
Lost at SQL teaches SQL concepts through a text-based game designed for data scientists and marketers.
12
IAILab
iailab.kaist.ac.kr/teaching/deep-learningAlso covers machine learning and python · same kind of website
The iAI KAIST page shares deep learning materials that visitors are permitted to use, modify, and distribute.
13
Virgilio
virgili0.github.io/VirgilioAlso covers machine learning and python · same kind of website
Virgilio organizes data science e-learning resources in a structured project overview.
14
Tpoint Tech
tpointtech.comAlso covers machine learning and python · same kind of website
Tpoint Tech publishes free online tutorials and interview questions across programming languages and technology subjects.
15
Also covers machine learning · same kind of website · free
Machine Learning Systems is a two-volume textbook about how machine learning systems are built, covering the engineering behind AI.
16
ItSourceCode
itsourcecode.comAlso covers machine learning and python
ItSourceCode offers free source code, capstone projects, and programming tutorials in several languages.
17
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.
18
Virgilio
github.com/virgili0/VirgilioAlso covers machine learning and python
An open-source initiative, Virgilio guides learners through data science resources and skill development.
19
rasbt/LLMs-from-scratch
github.com/rasbt/LLMs-from-scratchAlso covers machine learning and python
This repository walks through implementing a ChatGPT like language model in PyTorch, step by step.
20
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.
21
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.
22
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.
23
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.
24
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.
No alternatives match this filter.
Alternatives to similar tools
Machine Learning Visualized24 alternativesHands-on Train and Deploy ML24 alternativesrasbt/LLMs-from-scratch24 alternativesAwesome DataScience24 alternativesItSourceCode24 alternativesHandson ML324 alternatives
What is the best alternative to Codecademy's Data Science?
Based on features, tags and platforms, the closest alternatives to Codecademy's Data Science are Handson ML3, Awesome DataScience, and Machine Learning Roadmap.
Is there a free alternative to Codecademy's Data Science?
Yes. mlsysbook is free or offer a free plan.
Are there open-source alternatives to Codecademy's Data Science?
Yes: Handson ML3, Awesome DataScience, Machine Learning Visualized, 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