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TutsPlus VS Pandas

Compare TutsPlus VS Pandas and see what are their differences

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TutsPlus logo TutsPlus

Learn Creative Skills, Shape Your Future

Pandas logo Pandas

Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
  • TutsPlus Landing page
    Landing page //
    2023-01-23
  • Pandas Landing page
    Landing page //
    2023-05-12

TutsPlus features and specs

  • Wide Range of Courses
    TutsPlus offers a comprehensive selection of courses covering various topics, including design, development, photography, and more. This makes it a one-stop platform for learners with diverse interests.
  • Expert Instructors
    The platform features courses created by skilled professionals and industry experts, ensuring high-quality content and valuable insights for learners.
  • Affordable Subscription Model
    TutsPlus operates on a subscription model that gives users access to the entire library of courses. This can be cost-effective for those looking to learn multiple skills.
  • Practical Learning Approach
    The courses often include practical examples and projects that help learners apply what they've learned in real-world scenarios.
  • Additional Resources
    In addition to video courses, TutsPlus provides written tutorials, ebooks, and design assets, offering a variety of learning materials to suit different preferences.

Possible disadvantages of TutsPlus

  • Subscription Costs
    While the subscription model offers access to a vast library, it may not be cost-effective for those who only need a single course or resource.
  • Lack of Personalized Learning Paths
    The platform does not offer personalized learning paths or adaptive learning features that some other e-learning platforms have.
  • Variable Course Quality
    As with many platforms that feature a large number of contributors, the quality of courses can vary. Some courses may not meet the same high standards as others.
  • Limited Interaction
    TutsPlus lacks interactive elements like quizzes, peer reviews, and direct instructor feedback, which can be important for some learners.
  • No Certification
    Unlike some other online learning platforms, TutsPlus does not offer official certifications or credentials upon course completion.

Pandas features and specs

  • Data Wrangling
    Pandas offers robust tools for manipulating, cleaning, and transforming data, making it easier to prepare data for analysis.
  • Flexible Data Structures
    Pandas provides two primary data structures: Series and DataFrame, which are flexible and offer powerful capabilities for handling various types of datasets.
  • Integration with Other Libraries
    Pandas integrates seamlessly with other Python libraries such as NumPy, Matplotlib, and SciPy, facilitating comprehensive data analysis workflows.
  • Performance with Data Size
    For data sizes that fit into memory, Pandas performs excellently with operations and computations being highly optimized.
  • Rich Feature Set
    Pandas provides a wide array of functionalities, including but not limited to group-by operations, merging and joining data sets, time-series functionality, and input/output tools.
  • Community and Documentation
    Pandas has a strong community and extensive documentation, offering a wealth of tutorials, examples, and support for new and experienced users alike.

Possible disadvantages of Pandas

  • Memory Consumption
    Pandas can become memory inefficient with very large datasets because it relies heavily on in-memory operations.
  • Single-threaded
    Many Pandas operations are single-threaded, which can lead to performance bottlenecks when handling very large datasets.
  • Steep Learning Curve
    For users who are new to data analysis or Pandas, there can be a steep learning curve due to its extensive capabilities and complex syntax at times.
  • Less Suitable for Real-time Analytics
    Pandas is not designed for real-time analytics and is better suited for batch processing due to its in-memory operations and single-threaded nature.
  • Error Handling
    Error messages in Pandas can sometimes be cryptic and hard to interpret, making debugging a challenge for users.

Analysis of TutsPlus

Overall verdict

  • Yes, TutsPlus is considered a good resource for learning due to its comprehensive and well-structured content. It has a positive reputation for offering practical skills that users can apply directly to their work or personal projects.

Why this product is good

  • TutsPlus is known for providing a wide range of high-quality tutorials and courses on various subjects, including design, development, photography, and more. It's part of the Envato family, which is recognized for its digital marketplace and community. The site offers both free and paid content, allowing users to access valuable information at different skill levels.

Recommended for

    TutsPlus is recommended for beginners who are looking to learn new skills from scratch, as well as intermediate and advanced learners who want to expand their knowledge or explore new topics. It's particularly useful for creative professionals and tech enthusiasts who are interested in design, web development, and other digital skills.

Analysis of Pandas

Overall verdict

  • Pandas is highly recommended for tasks involving data manipulation and analysis, especially for those working with tabular data. Its efficiency and ease of use make it a staple in the data science toolkit.

Why this product is good

  • Pandas is widely considered a good library for data manipulation and analysis due to its powerful data structures, like DataFrames and Series, which make it easy to work with structured data. It provides a wide array of functions for data cleaning, transformation, and aggregation, which are essential tasks in data analysis. Furthermore, Pandas seamlessly integrates with other libraries in the Python ecosystem, making it a versatile tool for data scientists and analysts. Its extensive documentation and strong community support also contribute to its reputation as a reliable tool for data analysis tasks.

Recommended for

    Pandas is particularly recommended for data scientists, analysts, and engineers who need to perform data cleaning, transformation, and analysis as part of their work. It is also suitable for academics and researchers dealing with data in various formats and needing powerful tools for their data-driven research.

TutsPlus videos

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Pandas videos

Ozzy Man Reviews: Pandas

More videos:

  • Review - Ozzy Man Reviews: PANDAS Part 2
  • Review - Trash Pandas Review with Sam Healey

Category Popularity

0-100% (relative to TutsPlus and Pandas)
Online Learning
100 100%
0% 0
Data Science And Machine Learning
Education
100 100%
0% 0
Data Science Tools
0 0%
100% 100

User comments

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Reviews

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

TutsPlus Reviews

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Pandas Reviews

25 Python Frameworks to Master
Pandas is a powerful and flexible open-source library used to perform data analysis in Python. It provides high-performance data structures (i.e., the famous DataFrame) and data analysis tools that make it easy to work with structured data.
Source: kinsta.com
Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
When it comes to ETL, you can do almost anything with Pandas if you're willing to put in the time. Plus, pandas is extraordinarily easy to run. You can set up a simple script to load data from a Postgre table, transform and clean that data, and then write that data to another Postgre table.
Source: www.xplenty.com

Social recommendations and mentions

Based on our record, Pandas seems to be a lot more popular than TutsPlus. While we know about 219 links to Pandas, we've tracked only 6 mentions of TutsPlus. 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.

TutsPlus mentions (6)

  • ENVATO ELEMENTS FREE
    Envato Elements provides free courses (TUTS) online for beginners, intermediate, and advanced learners. According to  Benjamin Franklin “For the best return on your money, pour your purse into your head .” however, Envato elements have given this free opportunity to many people around the globe. Over 70 million people have enrolled and completed these free courses. Recently, more than 1,300 premium video... Source: over 2 years ago
  • how can i make money online
    Look up these people locally and introduce yourself, you can offer a variety of freelance for these established interior designers, from sourcing samples/materials to even setting up digital presentation boards for them on your phone/laptop using for example Miro, or helping with setting up digital-specifications for FF&E, also checkout EvatoTuts for tutorials and ideas on a variety of topics. Whatever you do, do... Source: almost 3 years ago
  • I love this art style. How do I learn it?
    Look for flat style or geometric style vector tutorials, say on tutsplus.com . They mention what type of blend style to use for shadows and etc and you generally need to make all that using simple shapes. As for how to make it look good, that is another question. For colors use ready made palettes. Source: over 3 years ago
  • Websites to Keep You Updated in Dev World - Never Miss Out.
    Tuts+ Tuts+ contributes to the mission of “helping people learn and earn online”. Their goal is to see how people transform themselves and their lives by learning creative skills and earning money selling their creations or services to the world. And this is achieved by offering FREE HOW TO TUTORIALS. - Source: dev.to / almost 4 years ago
  • Energy Orb Intro Tutorial // My First Tutorial, Feedback Appreciated!
    Looks really neat! You should try to submit tutorials for https://tutsplus.com/. I used to do that a few years ago. So basically if your concept gets approved then they pay you a nice amount of $ for each tutorial. It can be in video or written format! Source: almost 4 years ago
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Pandas mentions (219)

  • Top Programming Languages for AI Development in 2025
    Libraries for data science and deep learning that are always changing. - Source: dev.to / about 2 months ago
  • How to import sample data into a Python notebook on watsonx.ai and other questions…
    # Read the content of nda.txt Try: Import os, types Import pandas as pd From botocore.client import Config Import ibm_boto3 Def __iter__(self): return 0 # @hidden_cell # The following code accesses a file in your IBM Cloud Object Storage. It includes your credentials. # You might want to remove those credentials before you share the notebook. Cos_client = ibm_boto3.client(service_name='s3', ... - Source: dev.to / 2 months ago
  • How I Hacked Uber’s Hidden API to Download 4379 Rides
    As with any web scraping or data processing project, I had to write a fair amount of code to clean this up and shape it into a format I needed for further analysis. I used a combination of Pandas and regular expressions to clean it up (full code here). - Source: dev.to / 2 months ago
  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 4 months ago
  • Sample Super Store Analysis Using Python & Pandas
    This tutorial provides a concise and foundational guide to exploring a dataset, specifically the Sample SuperStore dataset. This dataset, which appears to originate from a fictional e-commerce or online marketplace company's annual sales data, serves as an excellent example for learning and how to work with real-world data. The dataset includes a variety of data types, which demonstrate the full range of... - Source: dev.to / 10 months ago
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What are some alternatives?

When comparing TutsPlus and Pandas, you can also consider the following products

Treehouse - Treehouse is an award-winning online platform that teaches people how to code.

NumPy - NumPy is the fundamental package for scientific computing with Python

Codecademy - Learn the technical skills you need for the job you want. As leaders in online education and learning to code, we’ve taught over 45 million people using a tested curriculum and an interactive learning environment.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Pluralsight - Pluralsight is a learning management system (LMS) that helps aspiring tech professionals learn the basics of the trade and lets established professionals expand their skill sets.

OpenCV - OpenCV is the world's biggest computer vision library