Portada del plan de aprendizaje

Data base

PLAN DE APRENDIZAJE

Data base

Database expertise is essential for anyone building data-driven applications, from backend developers to data engineers and architects. This comprehensive learning path takes you from foundational SQL skills through advanced performance optimization to modern distributed systems, equipping you with the full spectrum of database knowledge needed in today's technology landscape. Whether you're starting your career or expanding into data-intensive systems, mastering databases unlocks the ability to build scalable, efficient applications that power modern software.

ByCommunity User
1 h 29 m
8 cursosActualizado 11 days ago
Designing Data-Intensive ApplicationsSQL Mastery: Essential Concepts That Actually MatterSystem Design Interview – An Insider's Guide8 sources

Cómo Se Creó Este Plan de Aprendizaje

Este plan fue creado por la IA propietaria de BeFreed para ayudarte a aprender Data base con facilidad. Está curado a partir de una investigación profunda sobre el tema y estructurado en torno a los viajes de aprendizaje más efectivos probados por los usuarios de BeFreed.

Cada episodio ofrece lecciones breves y de alto impacto destiladas de fuentes de primera clase: libros bestseller, artículos de investigación y conocimientos de expertos. Juntos, forman un camino sofisticado pero accesible para dominar Data base.

Lo que Aprenderás

  • Master SQL fundamentals and relational database theory to confidently query, manipulate, and manage structured data
  • Design normalized, scalable database architectures using entity-relationship modeling and schema design best practices
  • Optimize database performance through advanced indexing strategies, query optimization, and techniques for handling high-transaction volumes
  • Gain expertise in modern NoSQL databases, distributed systems, and cloud-native data architectures for diverse application needs
  • Build end-to-end proficiency spanning traditional relational databases to cutting-edge vector and distributed data stores

Master the core building blocks of databases—SQL syntax, relational theory, and how to query and manipulate data with confidence.

Designing Data-Intensive Applications cover
Designing Data-Intensive Applications

Comprehensive guide to building scalable data systems

9 m
podcast cover
10 Essential SQL Concepts Every Developer Should Know10 Core SQL Concepts Every Developer Needs to Know10 Essential SQL Queries Every Developer Should KnowSQL Query Optimization | Best Practices & Techniques - Acceldata
6 sources
SQL Mastery: Essential Concepts That Actually Matter

Learn the most impactful SQL fundamentals that separate basic querying from real-world database expertise. Master relationships, optimization, and performance strategies that scale.

10 m

Learn how to architect robust, normalized databases that scale—from entity relationships to designing schemas that stand the test of time.

System Design Interview – An Insider's Guide cover
System Design Interview – An Insider's Guide

Practical guide for acing system design interviews

9 m
podcast cover
Stateful vs stateless applications - Red HatStateful vs Stateless Architecture: Differences Explained - NinjaOneStateless vs. Stateful Architecture: A Comprehensive ComparisonStateful vs. Stateless Applications: An In-Depth Guide
6 sources
Stateful vs Stateless: Architecture That Scales

Lena and Eli explore the fundamental choice between stateful and stateless applications, revealing how this decision shapes everything from Netflix's streaming to banking apps, with real-world examples and practical implementation strategies.

12 m

Discover advanced techniques for optimizing queries, indexing strategies, and building data-intensive systems that handle millions of transactions.

Architecting for Scale cover
Architecting for Scale

Essential guide for building highly available, scalable systems in the cloud. Practical techniques for managing risk and ensuring reliability.

9 m
podcast cover
Google SRE book- Comprehensive guide to site reliabilitySite reliability engineering book Google indexGoogle SRE Principles: SRE Operations and How SRE Teams WorkPart III - Practices
6 sources
Google's SRE Revolution: Engineering Reliability at Scale

Deep dive into Google's Site Reliability Engineering approach, exploring error budgets, toil elimination, and how to transform system reliability from afterthought to competitive advantage.

8 m

Explore the cutting edge of data storage—from NoSQL patterns to distributed systems, vector databases, and cloud-native architectures.

Building Microservices cover
Building Microservices

Comprehensive guide to designing, implementing, and scaling microservices architectures, covering key concepts, technologies, and real-world applications for distributed systems.

9 m
podcast cover
source 1RAG Architecture: Complete Guide to Retrieval-Augmented ...Reference Architecture : Retrieval Augmented Generation (RAG)Optimizing Chunking, Embedding, and Vectorization for Retrieval ...
6 sources
RAG & Vector Databases: Cloud Architecture Deep Dive

Master RAG implementation from chunking strategies to Kubernetes deployment patterns. Explore vector database selection, optimization techniques, and production-ready cloud architectures for enterprise AI systems.

23 m

Users also liked

Learn data engineering basics

Learn data engineering basics

PLAN DE APRENDIZAJE

Learn data engineering basics

Data engineering is one of the fastest-growing fields in tech, essential for organizations that need to collect, process, and analyze data at scale. This learning path is ideal for software developers looking to specialize in data infrastructure, analysts wanting to build technical skills, or anyone aspiring to become a data engineer in today's data-driven economy.

1 h 26 m3 Secciones
Improve SQL/Python/AI skills

Improve SQL/Python/AI skills

PLAN DE APRENDIZAJE

Improve SQL/Python/AI skills

This comprehensive learning path takes you from data fundamentals to advanced AI, addressing the massive demand for professionals who can work across the full data-to-AI stack. It's ideal for software developers transitioning to data science, analysts looking to add ML capabilities, or anyone aiming to build production-ready AI systems in today's rapidly evolving tech landscape.

1 h 49 m4 Secciones
Learn SQL

Learn SQL

PLAN DE APRENDIZAJE

Learn SQL

SQL remains the standard language for managing and analyzing data across industries, making it an essential skill for anyone working with information systems. This learning plan provides a structured path from basic concepts to advanced techniques, benefiting data analysts, developers, business intelligence professionals, and anyone who needs to work with databases.

1 h 34 m3 Secciones
Data & Business Analytics Hub

Data & Business Analytics Hub

PLAN DE APRENDIZAJE

Data & Business Analytics Hub

In today's data-saturated business environment, the ability to extract insights and drive decisions from data has become essential across all industries and roles. This learning plan is ideal for professionals seeking to advance their careers by developing comprehensive analytics capabilities—from foundational data literacy through advanced predictive modeling—regardless of their technical background. It's particularly valuable for business analysts, managers, strategists, and anyone who needs to leverage data to solve problems and create competitive advantages.

3 h 15 m4 Secciones
Algorithms

Algorithms

PLAN DE APRENDIZAJE

Algorithms

Algorithms form the foundation of computer science and are essential for anyone pursuing software engineering, data science, or technical roles. This learning path takes you from basic algorithmic concepts through advanced optimization techniques, building both theoretical knowledge and practical problem-solving skills. Whether you're preparing for technical interviews, aiming to write more efficient code, or wanting to tackle complex computational challenges, mastering algorithms is crucial for career advancement in technology.

2 h 6 m4 Secciones
Coding

Coding

PLAN DE APRENDIZAJE

Coding

Coding has become an essential skill in today's digital economy, opening doors to countless career opportunities and enabling you to bring your ideas to life. This learning plan provides a comprehensive pathway from programming basics to advanced software architecture, suitable for beginners seeking to become professional developers or professionals looking to enhance their technical capabilities.

2 h 29 m4 Secciones
Master-level CS knowledge

Master-level CS knowledge

PLAN DE APRENDIZAJE

Master-level CS knowledge

This learning path provides the complete technical foundation expected of senior software engineers, technical leads, and CS researchers. It's ideal for software developers looking to advance their careers, those preparing for advanced roles at top tech companies, or anyone seeking to transition into specialized fields like machine learning or distributed systems. The curriculum bridges practical engineering skills with theoretical depth, preparing you for both industry leadership and research opportunities.

3 h 5 m4 Secciones
AI & Machine/Deep Learning

AI & Machine/Deep Learning

PLAN DE APRENDIZAJE

AI & Machine/Deep Learning

This comprehensive learning plan is essential for anyone looking to understand and work with the technologies reshaping our world. Whether you're a software engineer expanding into AI, a data professional seeking deeper technical knowledge, or a technical leader needing to understand AI capabilities, this path takes you from foundational concepts through advanced implementations to future-focused perspectives on where AI is heading.

1 h 50 m4 Secciones

Creado por exalumnos de la Universidad de Columbia en San Francisco

BeFreed Reúne a una Comunidad Global de Más de 200,000 Mentes Curiosas

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

¿Ver Más Historias?

Cómo la gente habla de BeFreed en la web
Comienza tu viaje de aprendizaje, ahora