Software Alternatives, Accelerators & Startups

Learn Python The Hard Way VS Polygon.io

Compare Learn Python The Hard Way VS Polygon.io and see what are their differences

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Learn Python The Hard Way logo Learn Python The Hard Way

One of the best guides to learn Python & coding in general

Polygon.io logo Polygon.io

Polygon.io offers streaming realtime data for stocks/equities, ETFs, Indecies and Forex/Currencies including crypto currencies. Our Real-Time Stock Data APIs help you build the future on fintech.
  • Learn Python The Hard Way Landing page
    Landing page //
    2022-06-16
  • Polygon.io Landing page
    Landing page //
    2023-08-18

Learn Python The Hard Way features and specs

  • Hands-On Practice
    The book emphasizes learning through practical exercises, helping learners to reinforce their understanding by actively writing code and solving problems.
  • Structured Learning Path
    The book offers a well-defined progression path that gradually increases in complexity, making it suitable for beginners who need a clear roadmap.
  • Focus on Basics
    It emphasizes fundamental concepts and core programming skills, ensuring a solid foundation in Python programming.
  • Immediate Feedback
    By practicing exercises and checking their code against provided solutions, learners receive immediate feedback which facilitates faster learning.

Possible disadvantages of Learn Python The Hard Way

  • Limited Depth
    The book may not cover advanced Python topics in depth, which might be a limitation for intermediate learners needing more comprehensive material.
  • Learning Style Restriction
    The 'Hard Way' approach may not suit everyone, especially learners who prefer theoretical explanations before diving into coding exercises.
  • Paid Access
    Some of the content, especially the extended and video materials, require purchase, which might be a drawback for those seeking completely free resources.
  • Rigid Problem Solving
    Some users may find the exercise solutions to be somewhat rigid, not encouraging alternative problem-solving techniques or creative code implementations.

Polygon.io features and specs

  • Comprehensive Data Coverage
    Polygon.io offers a wide range of financial data, including stocks, forex, and crypto, making it a one-stop solution for financial data needs.
  • Real-time Data
    The platform provides real-time data feeds, which are crucial for traders and financial analysts to make timely decisions.
  • Developer-friendly API
    Polygon.io has a well-documented and easy-to-use API, which simplifies the integration process for developers looking to access financial data.
  • Historical Data Access
    Users can access extensive historical data through the platform, enabling backtesting and historical analysis of financial instruments.
  • Customizable Subscription Plans
    Polygon.io offers various subscription tiers, allowing users to select the level of access that best fits their needs and budget.

Possible disadvantages of Polygon.io

  • Cost
    For some users, the subscription fees may be considered expensive, especially for smaller businesses or individual investors.
  • Data Limits on Free Tier
    The free access tier has limitations on data availability and usage, which might be restrictive for more demanding applications.
  • Learning Curve
    Despite being developer-friendly, there may still be a learning curve for users who are not familiar with APIs or need specific data integrations.
  • Dependence on Internet Connectivity
    As an online service, uninterrupted access to Polygon.io's data depends on a stable internet connection.
  • Potential Overwhelming Features
    With an extensive range of features and data sets, beginners might find the platform overwhelming without clear guidance or use-case examples.

Analysis of Learn Python The Hard Way

Overall verdict

  • Learn Python The Hard Way is considered a good resource for beginners, especially those who prefer hands-on learning.

Why this product is good

  • This book adopts a practical approach, focusing on writing and testing code to reinforce concepts. It favors direct practice over theoretical explanation, which can be beneficial for learners who appreciate experiential learning. It also introduces debugging early on, which is a crucial skill for programming.

Recommended for

  • Absolute beginners who are new to programming.
  • Individuals who prefer learning by doing rather than just reading.
  • People looking for a structured, exercise-driven way to learn Python.

Learn Python The Hard Way videos

Learn Python the Hard Way by Zed A Shaw: Review | Complete python tutorial. Learn Python coding

More videos:

  • Review - Learn Python The Hard Way - Review

Polygon.io videos

Get Stock Pricing Data From The Polygon.io API For Algo-Trading Using Python

Category Popularity

0-100% (relative to Learn Python The Hard Way and Polygon.io)
Online Learning
100 100%
0% 0
Finance
0 0%
100% 100
Development
100 100%
0% 0
Investing
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Polygon.io should be more popular than Learn Python The Hard Way. It has been mentiond 85 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.

Learn Python The Hard Way mentions (14)

  • Cloudflare Introduces Default Blocking of A.I. Data Scrapers
    These kinds of comparisons rarely lead to good discussions. Let's instead be focused and talk about real stuff. Consider https://learnpythonthehardway.org/ for example. It has influenced a generation of Python developers. Not just the main website, but the tons of Python code and Python-related content it inspired. Why would anyone write these kinds of textbooks/websites/guides if AI can replace them? Arguibly,... - Source: Hacker News / about 1 year ago
  • Should I learn Python with GPT?
    Try this instead: https://learnpythonthehardway.org/ LLMs will give you an uncertain percentage of wrong answers. Itโ€™s like having a teacher that lies to you and doesnโ€™t know when they are lying and has zero understanding of the information they give you. - Source: Hacker News / almost 2 years ago
  • How to Get Started as a New Open Source Contributor to PgAdmin4
    Basic Python Knowledge: Ensure you have a solid understanding of Python basics. Resources like Python.org and Learn Python the Hard Way are great starting points. - Source: dev.to / about 2 years ago
  • Python Concepts for Product Manager.
    Go here: https://learnpythonthehardway.org/. Source: about 3 years ago
  • What is the best way to learn VFX Programming and Concepts for someone who is more โ€œartโ€ minded.
    Also, I havenโ€™t looked at it in a super long time but personally I got started with Python using https://learnpythonthehardway.org after originally training to be an artist and ended up having a pretty successful career in Pipeline instead. Source: about 3 years ago
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Polygon.io mentions (85)

  • Build an Unusual Options Activity Scanner With Python and Free Data
    Polygon.io gives you 5 API calls/minute on the free tier. Thatโ€™s rough for options scanning since you need one call per expiration per symbol. Iโ€™d only recommend this if youโ€™re scanning fewer than 20 symbols. - Source: dev.to / 4 months ago
  • Latency Wars: The Architecture Of A Real-Time Trading Game
    The market data will be streamed from polygon.io. All trades should be handled by the Game Engine, so in the simplest form, the architecture looks like this:. - Source: dev.to / 11 months ago
  • Driving Smarter Decisions: Using Share Price APIs for Data-Driven Marketing
    Here are some valuable resources for developers exploring share price API solutions: Alpha Vantage API: A free platform offering extensive stock market data, including historical trends and real-time updates. Yahoo Finance API: A widely used service providing comprehensive financial data. Polygon.io: A robust tool for real-time market data and aggregated information across various financial markets. IEX Cloud:... - Source: dev.to / over 1 year ago
  • The use of API on a web app, considered individual or commercial use?
    I am building a web app, and I would like to use the polygon.io API on the back-end to forecast the market sentiment. The individual upgrade is $200, while business upgrade would cost $2000. Would my use of the API considered personal or commercial? Source: over 2 years ago
  • ChatGPT is going to revolutionize the stock market (with data)
    It's worth mentioning that we use polygon.io to provide market information, which has the ability to specify time frames for data. Each ChatGPT call will have the appropriate information at the time it should. We also use a temperature of 0, as we want idempotent predictions. Source: about 3 years ago
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What are some alternatives?

When comparing Learn Python The Hard Way and Polygon.io, you can also consider the following products

Google's Python Class - Assorted educational materials provided by Google.

Alpha Vantage - Alpha Vantage offers free APIs in JSON and CSV formats for realtime and historical stock and forex data, digital/crypto currency data and over 50 technical indicators.

A Byte of Python - A Byte of Python is a Python programming tutorial and learning book that teaches you how to program with the Python programming language.

Financial Modeling Prep - Access all stocks discounted cash flow statements, market price, stock markets news, and learn more about Financial Modeling. Learn M&A, LBO, DCF, Comps, and Financial Statement Modeling thought concrete examples

Think Python - Learning Resources

Twelve Data - The simplest and most effective way to access both realtime and historical stock, forex, cryptocurrency data, and over 100 technical indicators.