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Colaboratory VS LinkedIn Learning

Compare Colaboratory VS LinkedIn Learning and see what are their differences

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Colaboratory logo Colaboratory

Free Jupyter notebook environment in the cloud.

LinkedIn Learning logo LinkedIn Learning

Online training through LinkedIn's professional network.
  • Colaboratory Landing page
    Landing page //
    2022-11-01
  • LinkedIn Learning Landing page
    Landing page //
    2021-09-25

Colaboratory features and specs

  • Free Access
    Colaboratory is freely available to anyone with a Google account, making it accessible for students, researchers, and developers without cost barriers.
  • Cloud-based
    Colab operates in the cloud, eliminating the need for local computational resources and allowing access from any device with internet connectivity.
  • GPU and TPU Support
    Colab provides free access to GPUs and TPUs, which can significantly speed up machine learning tasks and deep learning experiments.
  • Integration with Google Drive
    Easy integration with Google Drive allows for convenient storage and retrieval of data, notebooks, and other resources.
  • Collaborative Editing
    Multiple users can collaborate on a notebook in real-time, making it a valuable tool for team projects and pair programming.
  • Pre-configured Environment
    Colab comes pre-installed with a wide array of popular machine learning libraries and dependencies, reducing setup time and effort.

Possible disadvantages of Colaboratory

  • Session Time Limits
    Colab has time limits for sessions, meaning your environment can be reset if left idle for too long or if the maximum session duration is reached.
  • Resource Limits
    There are limitations on the computational resources and memory available, which can be restrictive for very large and complex tasks.
  • Dependency Management
    While many libraries are pre-installed, managing and updating dependencies can sometimes be problematic, leading to conflicts or version issues.
  • Privacy Concerns
    Since your code and data are stored on Google’s servers, there can be privacy and security concerns related to sensitive information.
  • Network Dependency
    Being a cloud-based service, Colaboratory requires a constant internet connection, which may not be feasible in all scenarios or locations.
  • Limited Customization
    Customization of the environment is limited compared to a local setup where you have full control over system configurations and installed software.

LinkedIn Learning features and specs

  • Professional Focus
    LinkedIn Learning offers courses tailored for career development and professional growth, making it ideal for individuals looking to improve job-related skills.
  • Expert Instructors
    Courses are taught by industry experts and professionals, ensuring high-quality content and real-world relevance.
  • Wide Range of Topics
    Covers a vast array of subjects including business, technology, creative arts, and personal development, catering to a diverse audience.
  • Certification
    Completion of courses can earn you certificates, which can be added to your LinkedIn profile to showcase newly acquired skills to potential employers.
  • Integration with LinkedIn
    Seamlessly integrates with your LinkedIn profile, allowing you to easily share your learning progress and achievements with your network.
  • Flexible Learning
    Offers flexible learning options with courses that can be accessed anytime and from anywhere, allowing you to learn at your own pace.
  • Corporate Plans
    Provides corporate learning solutions for businesses, offering company-wide training to improve employee skills and productivity.

Possible disadvantages of LinkedIn Learning

  • Cost
    LinkedIn Learning requires a subscription, which might be expensive for some users, particularly when compared to other free or lower-cost learning platforms.
  • Limited Interactivity
    Courses typically lack interactive elements and hands-on projects, which can be less engaging for learners who prefer a more interactive or practical approach.
  • Content Depth
    While there is a wide range of topics, some courses might not offer the depth or specialization required for advanced learners.
  • Subscription Model
    Access to courses is available only as long as the subscription is active, meaning users lose access to all content if they cancel their membership.
  • Platform Dependence
    Users must access content through the LinkedIn Learning platform, limiting the flexibility to download and use materials offline in some cases.
  • Overlapping Content
    Some courses may cover similar content, leading to redundancy and making it harder to find unique or distinct learning opportunities.

Colaboratory videos

+ Add

Google Colaboratory review: the best tool for Python programming and data analysis

LinkedIn Learning videos

+ Add

LinkedIn Learning Review

More videos:

  • Review - Is LinkedIn Learning Worth it?
  • Demo - LinkedIn Learning Demo & Review for Job Seekers

Category Popularity

0-100% (relative to Colaboratory and LinkedIn Learning)

Colaboratory

LinkedIn Learning

Development
100 100%
Development
0% 0
Education
0 0%
Education
100% 100
Online Learning
11 11%
Online Learning
89% 89
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Colaboratory and LinkedIn Learning

Colaboratory Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Google Colaboratory (known as Colab) is a browser-based notebook created by the Google team. The environment is based on the Jupyter Notebook environment, so it will be recognizable to those of you who are already familiar with Jupyter.
Source: lakefs.io
12 Best Jupyter Notebook Alternatives [2023] – Features, pros & cons, pricing
Microsoft Azure Notebooks is a cloud-based platform for data science projects and machine learning that is similar to Google Colab and Kaggle Notebooks. It provides access to powerful hardware resources, including GPUs and TPUs, for running machine learning and deep learning models, as well as a number of other useful features, such as integration with Microsoft Azure...
Source: noteable.io

LinkedIn Learning Reviews

10 Pluralsight Alternatives & Competitors (2024) – Our Picks
LinkedIn Learning is an adaptive learning platform that provides a wide range of on-demand courses to keep users up-to-date on their job prospects. This helps them learn and search for jobs simultaneously, which is highly beneficial for those who are looking for job opportunities.
Source: missiongraduatenm.org
10 Best Treehouse Alternatives in 2024
LinkedIn Learning was formerly known as Lynda.com. It caters to individual coding courses, as well as, Treehouse alternatives free and team engagements for skill development. It has more than 17,000 courses in its library with an average of 50 added every week. Real-world experts teach these courses for in-demand skill development.
Source: www.geeksforgeeks.org
Top 11 Coursera Alternatives 2024
LinkedIn Learning is an online resource that provides access to several professional courses from well-known instructors. Users can upgrade their skills with LinkedIn learning and simultaneously look for opportunities on LinkedIn. The online learning portal includes beginner-friendly video lessons for every course.
Source: freshlearn.com
14 Best Free and Paid Coursera Alternatives For Creators (2024)
LinkedIn Learning is a go-to for people who want to improve their professional career. It’s well known in the professional community and many higher ed institutions have partnered with the platform to extend the learning opportunities for their students.
Source: www.thinkific.com
New Coursera Alternatives – Which Is Best for You? (2020 UPDATE)
Since LinkedIn Learning (formerly Lynda.com) is part of the LinkedIn suite of services, it’s no surprise that it’s very focused on the business world. Offering around 13,000 courses, the platform covers business, technology, and creativity.
Source: www.websiteplanet.com

Social recommendations and mentions

Based on our record, Colaboratory seems to be more popular. It has been mentiond 224 times since March 2021. 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.

Colaboratory mentions (224)

  • Introduction to TensorFlow with real code examples
    If you don't want to set up TensorFlow locally, you can use Google Colab, which comes with a GPU by default. You can access it via this link. - Source: dev.to / 24 days ago
  • The 3 Best Python Frameworks To Build UIs for AI Apps
    Showcase and share: Easily embed UIs in Jupyter Notebook, Google Colab or share them on Hugging Face using a public link. - Source: dev.to / about 1 month ago
  • Build a RAG-Powered Research Paper Assistant
    Google Colab Documentation Beginner-friendly documentation to get started with Google Colab: Https://colab.research.google.com/. - Source: dev.to / about 2 months ago
  • PyTorch Fundamentals: A Beginner-Friendly Guide
    If you don't want to install PyTorch locally, you can use Google Colab, which provides a free cloud-based environment with PyTorch pre-installed. This allows you to run PyTorch code without any setup on your local machine. Simply go to Google Colab and create a new notebook. - Source: dev.to / 3 months ago
  • Applied Artificial Intelligence & its role in an AGI World
    Leverage versatile resources to prototype and refine your ideas, such as Jupyter Notebooks for rapid iterations, Google Colabs for cloud-based experimentation, OpenAI’s API Playground for testing and fine-tuning prompts, and Anthropic's Prompt Engineering Library for inspiration and guidance on advanced prompting techniques. For frontend experimentation, tools like v0 are invaluable, providing a seamless way to... - Source: dev.to / 4 months ago
View more

LinkedIn Learning mentions (0)

We have not tracked any mentions of LinkedIn Learning yet. Tracking of LinkedIn Learning recommendations started around Mar 2021.

What are some alternatives?

When comparing Colaboratory and LinkedIn Learning, you can also consider the following products

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.

Udemy - Online Courses - Learn Anything, On Your Schedule

Kaggle - Kaggle offers innovative business results and solutions to companies.

Adobe Learning Manager - Adobe Learning Manager (formerly Adobe Captivate Prime LMS) is easy to setup and helps in delivering engaging learning experiences in a personalized manner across devices.

Teammately.ai - Teammately is The AI AI-Engineer - the AI Agent for AI Engineers that autonomously builds AI Products, Models and Agents based on LLM, prompt, RAG and ML.

LMS Collaborator - LMS Collaborator is a state-of-the-art learning management system designed to meet the need for corporate training, upskilling, and evaluation with flexible integration abilities.

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