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Cheatsheets
Download your favorite cheatsheets today to accelerate your learning. Keep them handy for quick reference whenever you need to brush up on essentials or dive deeper into topics.
Backend
Roadmap to a Career as a Backend Developer
Machine Learning
Classification vs. Regression Models
System Design
Understanding Scalability in System Design
Cloud
AWS Analytics Services
System Design
System Analysis vs. System Design
Programming Language
PHP for Beginners
Interview Prep
12-Week Roadmap to Ace the Developer Interview
Machine Learning
Supervised vs. Unsupervised Learning
System Design
The Storyline of System Design’s Genesis
Coding Interview
Learn a Coding Interview Pattern: Dynamic Programming
CS101
Algorithms-CS101
CS101
5 Easy Steps to Learn Coding at Home
CS101
Cybersecurity Basics - CS101
backend
OAuth 101
API Design
Response Time Estimation of an App
System Design
What is Consistent Hashing?
System Design
What is Availability in System Design
Machine Learning
Introduction to Machine Learning
CS101
Data Structures - 301
System Design
Designing a Google Doc
Coding Interview
Mastering Must-Know Coding Problems for Interview Prep
Data Science, Machine Learning
Pandas- Data Manipulation and Analysis Library
Machine Learning
An Introduction to 3 Popular Machine Learning Models
Machine Learning
Clustering in Machine Learning
System Design
8 Common Elements of System Design
System Design
Netflix’s Architecture and Tech Stack
Data Science
Seaborn - Statistical Data Visualization
API Design
Demystifying API Design - 101
CS101
Introduction to SQL
Behavioral Interview
Crack the Behavioral Interview
Data Science
Data Science Pipeline
Programming Language
JavaScript
System Design
Nonfunctional Requirements for System Design Interviews
API Design
What are REST APIs?
coding interview
Divide and Conquer Techniques for Coding Interviews
Data Science
Pandas: Python Library for Datasets
Interview Prep
6 Types of Questions to Ask Your Interviewer
Natural Language Processing
7 Key Steps in NLP Preprocessing
Coding Interview
Big-O Notation for Coding Interviews
System Design
System Design Building Blocks
System Design
What is Performance in System Design
Data Science
5 Common Mistakes Made By Aspiring Data Scientists
API Design
A Practical Approach to Design an API
CS101
Data Structures-CS101
Behavioral Interview
Answering Teakwork Related Questions in Behavioral Interviews
CS101
Relational vs. Non-relational Databases
System Design
Caching Techniques at Different Layers
Generative AI
Prompt Engineering Guide
Web Development
Web Development Basics-CSS
Natural Language Processing
SpaCy - Natural Language Processing (NLP) Library
System Design
Mastering Database Partitioning and Sharding
System Design
System Design Master Template – Ultimate Guide
Natural Language Processing
5 Popular Machine Learning Libraries for NLP
Machine Learning
Scikit-Learn: Machine Learning Library
System Design
Designing a Google Doc
Machine Learning
PyTorch: Deep Learning Library
CS101
Databases - CS101
Machine Learning
Gradient Descent
API Design
API Architecture Styles for Beginner’s
Natural Language Processing
Natural Language Processing with NLTK - A Quick Guide
CS101
Programming Fundamentals
Natural Language Processing
Tasks of Natural Language Processing
System Design
Caching Strategies for Beginners
Programming Language
Python for Absolute Beginners
System Design
Solve Any System Design Interview Question
System Design
Design Considerations of Yelp
Data Science
Roadmap to a Data Science Career
Data Science
Plotting with Matplotlib
frontend
Streamlit
JavaScript
JavaScript Developer Roadmap
OOP
Object-Oriented Programming (OOP)-CS101
API Design
API Security
Programming
5 Essential Insights You Need To Know before Learning to Code
Generative AI
Introduction to Generative AI
CS101
Data Structures-CS201
Object Oriented Design
6 Steps to Grok OOD Interview
System Design
Response Time in Client-Server Communication Using HTTPs
System Design
Load Balancing in System Design
Programming Language
C++ for Absolute Beginners
Artificial Intelligence
Roadmap to a Career as an AI Engineer
Data Science
Matplotlib - Plots and Data Visualization
Machine Learning
Hyperparameter Tuning
CS101
Software Development Life Cycle (SDLC)
System Design
5 Unsuspecting Reasons People Fail the System Design Interview
CS101
9 Tips for Learning to Code with ChatGPT
What Our Learners Say

Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.

Felipe Matheus
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I highly recommend Educative. The courses are well organized and easy to understand.

Adina Ong
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I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
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I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
TestimonialsImg
What Our Learners Say

Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.

Felipe Matheus
TestimonialsImg

I highly recommend Educative. The courses are well organized and easy to understand.

Adina Ong
TestimonialsImg

I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
TestimonialsImg

Frequently Asked Questions

Do programmers use cheat sheets?

Absolutely, developers often turn to cheat sheets. These handy guides offer immediate access to essential details about programming languages, frameworks, or libraries. They cover everything from syntax and functions to data structures and algorithms. They’re invaluable for quick lookups and reminders.

Are cheat sheets useful for programmers?

How can I use a cheat sheet for programming?