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Data Science Learning Path

Build a strong foundation in data science — from statistics and Python to machine learning and data visualization.

📚 71 topics 🃏 10,832 flashcards ⏱️ ~90 hrs
1 📊

Data Science

6 topics · 852 cards

Data Science Essentials

234 cards

Study Details

Pandas Dataframe Operations

120 cards

Study Details

Power Bi Dax Common Patterns

158 cards

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Probability Distributions For Ml

120 cards

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Python For Data Science

100 cards

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SQL For Data Analysis

120 cards

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2 💻

Programming

52 topics · 6,703 cards

API Testing

160 cards

Study Details

Algorithms Code

422 cards

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Angular Framework

170 cards

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Bash Scripting For Automation

120 cards

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C Programming

170 cards

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Cicd Pipelines

170 cards

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Cloud Computing AWS

170 cards

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Cpp Programming

170 cards

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Csharp Programming

170 cards

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Data Engineering

170 cards

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Design Patterns

51 cards

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Django Framework

170 cards

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Docker Compose Recipes For Local Dev

217 cards

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Docker Containers

170 cards

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Dsa Anki Deck

221 cards

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Frontend Performance

217 cards

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Functional Programming

170 cards

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Git Recovering From Common Mistakes

105 cards

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Git Version Control

51 cards

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Go Programming

170 cards

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HTML CSS Fundamentals

170 cards

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Java Programming

170 cards

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Javascript Fundamentals

100 cards

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Kotlin Programming

170 cards

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Kubernetes Orchestration

169 cards

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Laravel Framework

170 cards

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Linux Administration

50 cards

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Machine Learning Programming

50 cards

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Nextjs Framework

50 cards

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Nodejs Runtime

50 cards

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Nosql MongoDB

50 cards

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Oop Principles

50 cards

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Php Programming

50 cards

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Python Deep Dive

263 cards

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Python Programming

50 cards

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React Framework

50 cards

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React Hooks Advanced Patterns

224 cards

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Regex Patterns Every Developer Should Know

120 cards

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Rest API Design

50 cards

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Ruby Programming

50 cards

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Rust Ownership And Borrowing Explained

120 cards

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Rust Programming

50 cards

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SQL And Databases

50 cards

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SQL Mastery

239 cards

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Software Security

50 cards

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Swift Programming

50 cards

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System Design

50 cards

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Testing Tdd

50 cards

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Typescript Essentials

51 cards

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Typescript Generics Patterns And Constraints

241 cards

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Vue Framework

50 cards

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Web Security

162 cards

Study Details
3 🔢

Mathematics

5 topics · 614 cards

Algebra Fundamentals

100 cards

Study Details

Calculus Essentials

100 cards

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Geometry Basics

100 cards

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Statistics And Probability

100 cards

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Statistics Essentials

214 cards

Study Details
4 🤖

AI

8 topics · 2,663 cards

AI Agents

500 cards

Study Details

AI Math

500 cards

Study Details

AI Math Beginner

1040 cards

Study Details

AI Search Results Anki

154 cards

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Claude Code Prompts

100 cards

Study Details

LangChain

166 cards

Study Details

Llm Application Design

100 cards

Study Details

Prompt Engineering

103 cards

Study Details

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