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Databricks VS GeeksforGeeks

Compare Databricks VS GeeksforGeeks and see what are their differences

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Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

GeeksforGeeks logo GeeksforGeeks

A computer science portal for geeks
  • Databricks Landing page
    Landing page //
    2023-09-14
  • GeeksforGeeks Landing page
    Landing page //
    2023-05-07

Databricks features and specs

  • Unified Data Analytics Platform
    Databricks integrates various data processing and analytics tools, offering a unified environment for data engineering, machine learning, and business analytics. This integration can streamline workflows and reduce the complexity of data management.
  • Scalability
    Databricks leverages Apache Spark and other scalable technologies to handle large datasets and high computational workloads efficiently. This makes it suitable for enterprises with significant data processing needs.
  • Collaborative Environment
    The platform offers collaborative notebooks that allow data scientists, engineers, and analysts to work together in real-time. This enhances productivity and fosters better communication within teams.
  • Performance Optimization
    Databricks includes various performance optimization features such as caching, indexing, and query optimization, which can significantly speed up data processing tasks.
  • Support for Various Data Formats
    The platform supports a wide range of data formats and sources, including structured, semi-structured, and unstructured data, making it versatile and adaptable to different use cases.
  • Integration with Cloud Providers
    Databricks is designed to work seamlessly with major cloud providers like AWS, Azure, and Google Cloud, allowing users to easily integrate it into their existing cloud infrastructure.

Possible disadvantages of Databricks

  • Cost
    Databricks can be expensive, especially for large-scale deployments or high-frequency usage. It may not be the most cost-effective solution for smaller organizations or projects with limited budgets.
  • Complexity
    While powerful, Databricks can be complex to set up and manage, requiring specialized knowledge in Apache Spark and cloud infrastructure. This might lead to a steeper learning curve for new users.
  • Dependency on Cloud Providers
    Being heavily integrated with cloud providers, Databricks might face issues like vendor lock-in, where switching providers becomes difficult or costly.
  • Limited Offline Capabilities
    Databricks is primarily designed for cloud environments, which means offline or on-premise capabilities are limited, posing challenges for organizations with strict data governance policies.
  • Resource Management
    Efficiently managing and allocating resources can be challenging in Databricks, especially in large multi-user environments. Mismanagement of resources could lead to increased costs and reduced performance.

GeeksforGeeks features and specs

  • Comprehensive Content
    GeeksforGeeks offers a vast array of articles, tutorials, and problem sets that cover a wide range of programming languages, algorithms, data structures, and computer science concepts, making it a valuable resource for learners at all levels.
  • Community and Contributions
    The platform allows community contributions, enabling users to share knowledge and solutions, which helps keep the content diverse, up-to-date, and enriched with multiple perspectives.
  • Practice and Learning Tools
    GeeksforGeeks provides ample opportunities for hands-on practice through coding challenges, quizzes, and contests, which help users test and strengthen their coding skills effectively.
  • Interview Preparation
    The website is renowned for its curated content aimed at coding interview preparation, offering exercises and questions that simulate real interview scenarios, particularly for tech companies.

Possible disadvantages of GeeksforGeeks

  • Quality Inconsistency
    Given the community-driven nature of content creation, some articles and solutions may vary in quality, lacking clarity or thoroughness, which can lead to confusion for learners seeking detailed explanations.
  • Advertisement and Clutter
    The presence of numerous ads on the site can be distracting and may disrupt the browsing experience, making it harder for users to focus on the content they intended to study.
  • Navigation and Organization
    Due to the extensive amount of information available, users may find it challenging to navigate or identify specific resources quickly, which can be cumbersome for those new to the platform.
  • Overwhelming for Beginners
    The breadth of advanced topics and large repository of information can be overwhelming for beginners who might struggle to figure out where to start or how to approach their learning journey effectively.

Analysis of GeeksforGeeks

Overall verdict

  • Overall, GeeksforGeeks is regarded as a good platform for learning and enhancing technical skills. It provides high-quality, reliable content that is often reviewed and updated by knowledgeable contributors in the field.

Why this product is good

  • GeeksforGeeks is considered a valuable resource for students and professionals interested in programming and computer science. The platform offers a wide range of tutorials, coding problems, and articles that can help individuals understand various concepts in an accessible manner. Additionally, it covers diverse topics across different technical domains and programming languages, which makes it versatile and comprehensive.

Recommended for

  • Students looking to learn programming concepts and algorithms.
  • Software engineers who want to improve their coding skills.
  • Anyone preparing for technical interviews or competitive programming.

Databricks videos

+ Add

Introduction to Databricks

More videos:

  • Tutorial - Azure Databricks Tutorial | Data transformations at scale
  • Review - Databricks - Data Movement and Query

GeeksforGeeks videos

+ Add

Geeksforgeeks self paced DSA review | CP | Leetcode

More videos:

  • Tutorial - HOW TO BECOME A PROGRAMMER? | STORY OF SANDEEP JAIN | GEEKSFORGEEKS |FLAWLESS FAILURE |
  • Review - Geeksforgeeks | Aamzon SDE Test Series Review | Faang | CP | Leetcode

Category Popularity

0-100% (relative to Databricks and GeeksforGeeks)

Databricks

GeeksforGeeks

Data Dashboard
100 100%
Data Dashboard
0% 0
Online Learning
0 0%
Online Learning
100% 100
Big Data Analytics
100 100%
Big Data Analytics
0% 0
Education
0 0%
Education
100% 100

User comments

Share your experience with using Databricks and GeeksforGeeks. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Databricks and GeeksforGeeks

Databricks Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Databricks notebooks are a popular tool for developing code and presenting findings in data science and machine learning. Databricks Notebooks support real-time multilingual coauthoring, automatic versioning, and built-in data visualizations.
Source: lakefs.io
7 best Colab alternatives in 2023
Databricks is a platform built around Apache Spark, an open-source, distributed computing system. The Databricks Community Edition offers a collaborative workspace where users can create Jupyter notebooks. Although it doesn't offer free GPU resources, it's an excellent tool for distributed data processing and big data analytics.
Source: deepnote.com
Top 5 Cloud Data Warehouses in 2023
Jan 11, 2023 The 5 best cloud data warehouse solutions in 2023Google BigQuerySource: https://cloud.google.com/bigqueryBest for:Top features:Pros:Cons:Pricing:SnowflakeBest for:Top features:Pros:Cons:Pricing:Amazon RedshiftSource: https://aws.amazon.com/redshift/Best for:Top features:Pros:Cons:Pricing:FireboltSource: https://www.firebolt.io/Best for:Top...
Source: www.shipyardapp.com
Top 10 AWS ETL Tools and How to Choose the Best One | Visual Flow
Databricks is a simple, fast, and collaborative analytics platform based on Apache Spark with ETL capabilities. It accelerates innovation by bringing together data science and data science businesses. It is a fully managed open-source version of Apache Spark analytics with optimized connectors to storage platforms for the fastest data access.
Source: visual-flow.com
Top Big Data Tools For 2021
Now Azure Databricks achieves 50 times better performance thanks to a highly optimized version of Spark. Databricks also enables real-time co-authoring and automates versioning. Besides, it features runtimes optimized for machine learning that include many popular libraries, such as PyTorch, TensorFlow, Keras, etc.
Source: blog.bismart.com

GeeksforGeeks Reviews

LeetCode Alternatives: Top platforms for coding practice
What are LeetCode and LeetCode alternatives good for?LeetCode💡Interested in leveling up your career? Apply to the Formation Fellowship today!ApplyHackerRankCodeSignalAlgoExpertCodewarsGeeksforGeeksEdabitExercismTopCoderShould you use LeetCode for advanced interview prep?Get holistic interview prep with Formation
Source: formation.dev
Top 25 websites for coding challenge and competition [Updated for 2021]
GeeksForGeeks is the website for geeks. It has tons of resources on programming and algorithms. It also has an interview section to help programmers win their dream jobs. There’s also an excellent collection of C and C++ puzzles for programmers to solve.
Source: towardsdatascience.com

Social recommendations and mentions

GeeksforGeeks might be a bit more popular than Databricks. We know about 24 links to it since March 2021 and only 18 links to Databricks. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Databricks mentions (18)

  • Platform Engineering Abstraction: How to Scale IaC for Enterprise
    Vendors like Confluent, Snowflake, Databricks, and dbt are improving the developer experience with more automation and integrations, but they often operate independently. This fragmentation makes standardizing multi-directional integrations across identity and access management, data governance, security, and cost control even more challenging. Developing a standardized, secure, and scalable solution for... - Source: dev.to / 9 months ago
  • dolly-v2-12b
    Dolly-v2-12bis a 12 billion parameter causal language model created by Databricks that is derived from EleutherAI’s Pythia-12b and fine-tuned on a ~15K record instruction corpus generated by Databricks employees and released under a permissive license (CC-BY-SA). Source: about 2 years ago
  • Clickstream data analysis with Databricks and Redpanda
    Global organizations need a way to process the massive amounts of data they produce for real-time decision making. They often utilize event-streaming tools like Redpanda with stream-processing tools like Databricks for this purpose. - Source: dev.to / almost 3 years ago
  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Databricks, a data lakehouse company founded by the creators of Apache Spark, published a blog post claiming that it set a new data warehousing performance record in 100 TB TPC-DS benchmark. It was also mentioned that Databricks was 2.7x faster and 12x better in terms of price performance compared to Snowflake. - Source: dev.to / about 3 years ago
  • A Quick Start to Databricks on AWS
    Go to Databricks and click the Try Databricks button. Fill in the form and Select AWS as your desired platform afterward. - Source: dev.to / about 3 years ago
View more

GeeksforGeeks mentions (24)

  • Slicing with RStudio
    So I have a dataset from source("https://www.openintro.org/data/R/exam_grades.R"). First column is the year(format YEAR-# ie 2000-1 for year 2000 semster 1), then gender in the second column, then actual exam scores in the following 3 columns, then course grade in the last column. I want to separate the data based on the year and semester. I went looking and the closest thing that would let me do it was slicing. ... Source: over 2 years ago
  • My experience of cracking coding interviews (2018)
    Geeksforgeeks.org - A famous computer science portal having everything you need for interview preparation. But in my opinion, the code, methods are not too intuitive and simple, their code has some bugs too. For example, consider this problem, http://bit.do/PetrolPump , the solution is not too intuitive. If you see this solution : http://bit.do/LeetcodePetrolPump. It’s very easy. That’s why I recommend leetcode... - Source: dev.to / over 2 years ago
  • Auto Redirect AMP doesn't work, even from FLAGs
    However, how are you getting these links? Because if I go directly to geeksforgeeks.org in Brave Android and then click on any article, it doesn't give me that type of Google URL. Source: over 2 years ago
  • Should I retake CS106A?
    I would say that just googling/searching on YouTube for a specific topic like recursion, backtracking, binary search tree, etc. Is really good for finding videos and websites that further break down the concepts and teach you tips for how to implement them. geeksforgeeks.org is a really good website that I can think of that helps a lot with understanding the topics in 106B, and general computer science topics and... Source: almost 3 years ago
  • A 4 years dropper, wanting to start a future in IT sector. Having some doubts. Help will be appreciated.
    For practicing algorithms, use any of the freely available websites like https://hackerrank.com https://codechef.com https://projecteuler.net A structured set of practice problems are available at https://www.interviewbit.com/courses/programming/ Avoid https://geeksforgeeks.org because it has a ton of material but very poor quality control. Source: almost 3 years ago
View more

What are some alternatives?

When comparing Databricks and GeeksforGeeks, you can also consider the following products

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

DevToolLab - Collection of free online developer tools for JSON, XML, CSS, and more

Looker - Looker makes it easy for analysts to create and curate custom data experiences—so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

AlgoExpert.io - A better way to prep for tech interviews

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

JSON Formatter & Validator - The JSON Formatter was created to help with debugging.

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