Real Python
Real Python
  • Видео 644
  • Просмотров 9 085 978
Detecting Outliers in Your Data With Python | Real Python Podcast #208
How do you find the most interesting or suspicious points within your data? What libraries and techniques can you use to detect these anomalies with Python? This week on the show, we speak with author Brett Kennedy about his book "Outlier Detection in Python."
👉 Links from the show: realpython.com/podcasts/rpp/208/
Brett describes initially getting involved with detecting outliers in financial data. He discusses various applications and techniques in security, manufacturing, quality assurance, and fraud. We also dig into the concept of explainable AI and the differences between supervised and unsupervised learning.
This episode is sponsored by APILayer.
Topics:
- 00:00:00 -- Introduction
- 00:0...
Просмотров: 359

Видео

Using Python to List the files in a Directory
Просмотров 5534 часа назад
This is a preview of the video course, "Listing All Files in a Directory With Python." Getting a list of all the files and folders in a directory is a natural first step for many file-related operations in Python. When looking into it, though, you may be surprised to find various ways to go about it. This is a portion of the complete course, which you can find here: realpython.com/courses/effic...
Decomposing Software Problems & Avoiding the Trap of Clever Code | Real Python Podcast #207
Просмотров 56919 часов назад
How do you effectively break a software problem into individual steps? What are signs you're writing overly clever code? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects. 👉 Links from the show: realpython.com/podcasts/rpp/207/ We discuss an article about de-warping images of book pages. We both found the piece a good study on de...
Python Interfaces - Understanding Informal Interfaces
Просмотров 1,4 тыс.21 час назад
This is a preview of the video course, "Python Interfaces: Object-Oriented Design Principles." Interfaces play an important role in software engineering. As an application grows, updates and changes to the code base become more difficult to manage. More often than not, you wind up having classes that look very similar but are unrelated, which can lead to some confusion. This is a portion of the...
Building Python Unit Tests & Exploring a Data Visualization Gallery | Real Python Podcast #206
Просмотров 1 тыс.14 дней назад
How do you start adding unit tests to your Python code? Can the built-in unittest framework cover most or all of your needs? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects. 👉 Links from the show: realpython.com/podcasts/rpp/206/ We dig into a recent tutorial by Leodanis Pozo Ramos about writing unit tests using Python's unitte...
Working With Python's Iterators, Iterables, and Iteration
Просмотров 87214 дней назад
This is a preview of the video course, "Efficient Iterations With Python Iterators and Iterables." Python’s iterators and iterables are two different but related tools that come in handy when you need to iterate over a data stream or container. Iterators power and control the iteration process, while iterables typically hold data that you want to iterate over one value at a time. This is a port...
Start Working With Python's Tkinter GUI Framework
Просмотров 93421 день назад
This is a preview of the video course, "Building a Python GUI Application With Tkinter." Python has a lot of GUI frameworks, but Tkinter is the only framework that’s built into the Python standard library. Tkinter has several strengths. It’s cross-platform, so the same code works on Windows, macOS, and Linux. Visual elements are rendered using native operating system elements, so applications b...
Considering Accessibility & Assistive Tech as a Python Developer | Real Python Podcast #205
Просмотров 56728 дней назад
What's it like to learn Python as a visually impaired or blind developer? How can you improve the accessibility of your Python web applications and learn current guidelines? This week on the show, Real Python community member Audrey van Breederode discusses her programming journey, web accessibility, and assistive technology. 👉 Links from the show: realpython.com/podcasts/rpp/205/ Audrey shares...
HTML Basics for Python Developers
Просмотров 89328 дней назад
This is a preview of the video course, "HTML and CSS Foundations for Python Developers." If you’re interested in web development with Python, then knowing HTML and CSS will help you understand web frameworks like Django and Flask better. But even if you’re just getting started with Python, HTML and CSS can enable you to create small websites to impress your friends. This is a portion of the com...
Querying OpenStreetMaps via API & Lazy Evaluation in Python | Real Python Podcast #204
Просмотров 652Месяц назад
Would you like to get more practice working with APIs in Python? How about exploring the globe using the data from OpenStreetMap? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects. 👉 Links from the show: realpython.com/podcasts/rpp/204/ We share an article from the Pybites blog about building queries using the Overpass API for Op...
Methods to Flatten a List of Lists in Python
Просмотров 960Месяц назад
This is a preview of the video course, "Flattening a List of Lists in Python." Sometimes, when you’re working with data, you may have the data as a list of nested lists. A common operation is to flatten this data into a one-dimensional list in Python. Flattening a list involves converting a multidimensional list, such as a matrix, into a one-dimensional list. This is a portion of the complete c...
Embarking on a Relaxed and Friendly Python Coding Journey | Real Python Podcast #203
Просмотров 678Месяц назад
Do you get stressed while trying to learn Python? Do you prefer to build small programs or projects as you continue your coding journey? This week on the show, Real Python author Stephen Gruppetta is here to talk about his new book, "The Python Coding Book." 👉 Links from the show: realpython.com/podcasts/rpp/203/ Stephen has been teaching Python to adults and children for many years. With his n...
Using Global Variables in Python Functions
Просмотров 1,1 тыс.Месяц назад
This is a preview of the video course, "Working With Global Variables in Python Functions." A global variable is a variable that you can use from any part of a program, including within functions. Using global variables inside your Python functions can be tricky. You’ll need to differentiate between accessing and changing the values of the target global variable if you want your code to work co...
Pydantic Data Validation & Python Web Security Practices | Real Python Podcast #202
Просмотров 788Месяц назад
How do you verify and validate the data coming into your Python web application? What tools and security best practices should you consider as a developer? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects. 👉 Links from the show: realpython.com/podcasts/rpp/202/ We discuss the recent Real Python tutorial "Pydantic: Simplifying Da...
Working With Scopes Practice: Python Basics Exercises
Просмотров 866Месяц назад
This is a preview of Python Basics Exercises: Scopes. On your Python journey, you’ve worked with functions and loops. To fully understand functions and loops in Python, you need to be familiar with the issue of scope. This is a portion of the complete course, which you can find here: realpython.com/courses/python-basics-exercises-scopes/ The rest of the course covers: - More practice exercises ...
Decoupling Systems to Get Closer to the Data | Real Python Podcast #201
Просмотров 714Месяц назад
Decoupling Systems to Get Closer to the Data | Real Python Podcast #201
Understanding Python's raise for Crafting Exceptions
Просмотров 835Месяц назад
Understanding Python's raise for Crafting Exceptions
Avoiding Error Culture and Getting Help Inside Python | Real Python Podcast #200
Просмотров 6572 месяца назад
Avoiding Error Culture and Getting Help Inside Python | Real Python Podcast #200
Creating QR Codes with Python
Просмотров 9182 месяца назад
Creating QR Codes with Python
Leveraging Documents and Data to Create a Custom LLM Chatbot | Real Python Podcast #199
Просмотров 8382 месяца назад
Leveraging Documents and Data to Create a Custom LLM Chatbot | Real Python Podcast #199
Working with Tensors and TensorFlow
Просмотров 1 тыс.2 месяца назад
Working with Tensors and TensorFlow
Build a Video Game With Python Turtle & Visualize Data in Seaborn | Real Python Podcast #198
Просмотров 5912 месяца назад
Build a Video Game With Python Turtle & Visualize Data in Seaborn | Real Python Podcast #198
Hunting for Python Easter Eggs - Code Conversation
Просмотров 4142 месяца назад
Hunting for Python Easter Eggs - Code Conversation
Using Python in Bioinformatics and the Laboratory | Real Python Podcast #197
Просмотров 7882 месяца назад
Using Python in Bioinformatics and the Laboratory | Real Python Podcast #197
Moving from Flat Files to SQLite in Python
Просмотров 1,3 тыс.2 месяца назад
Moving from Flat Files to SQLite in Python
Exploring Duck Typing in Python & Dynamics of Monkey Patching | Real Python Podcast #196
Просмотров 7263 месяца назад
Exploring Duck Typing in Python & Dynamics of Monkey Patching | Real Python Podcast #196
Dictionaries Practice: Python Basics Exercises
Просмотров 1,2 тыс.3 месяца назад
Dictionaries Practice: Python Basics Exercises
Building a Healthy Developer Mindset While Learning Python | Real Python Podcast #195
Просмотров 9293 месяца назад
Building a Healthy Developer Mindset While Learning Python | Real Python Podcast #195
Introduction to Celery and Creating Asynchronous Tasks for Django
Просмотров 2,2 тыс.3 месяца назад
Introduction to Celery and Creating Asynchronous Tasks for Django
Automate Tasks With Python & Building a Small Search Engine | Real Python Podcast #194
Просмотров 1,2 тыс.3 месяца назад
Automate Tasks With Python & Building a Small Search Engine | Real Python Podcast #194

Комментарии

  • @magno5157
    @magno5157 10 часов назад

    It's kinda cringe to have one person who has all the answers and the other pretends like he doesn't know and asks questions. Could you all just chat normally without having any one of you pretend like he doesn't know the topic at all?

  • @rishiraj2548
    @rishiraj2548 День назад

    🎉

  • @ibrahimoglu
    @ibrahimoglu 2 дня назад

    👍

  • @rishiraj2548
    @rishiraj2548 2 дня назад

    🙂👍

  • @MadSimple
    @MadSimple 2 дня назад

    Check out Illinois Mono

  • @wzrd3311
    @wzrd3311 5 дней назад

    Criminally underrated. What a succinct explanation for a library.

  • @rishiraj2548
    @rishiraj2548 8 дней назад

    Good evening

  • @edtechbymeera
    @edtechbymeera 13 дней назад

    Thank you for the eye-opener guide

  • @Dhieumatiop
    @Dhieumatiop 13 дней назад

    Thank a lot I understand now

  • @yuvaraj9840
    @yuvaraj9840 15 дней назад

    Good topic and this is podcast how do we know the real tutorial in screen. Please guide me

    • @realpython
      @realpython 11 дней назад

      All the links from the show: realpython.com/podcasts/rpp/206/

  • @rishiraj2548
    @rishiraj2548 15 дней назад

    👍👍

  • @nayankothari4725
    @nayankothari4725 15 дней назад

    Thanks for sharing this amazing tutorial ❤ @Real python

  • @ebouchut
    @ebouchut 15 дней назад

    Thank you. It is clear concise and helpful

  • @darwinvasquez1051
    @darwinvasquez1051 16 дней назад

    Really good explanation, thanks

  • @mikesfarmmikesfarm3977
    @mikesfarmmikesfarm3977 17 дней назад

    It looks like if you create a local variable in a function and return it to the main, that it becomes a global ?

  • @hanielahi247
    @hanielahi247 18 дней назад

    Not bad 😔

  • @itpugil
    @itpugil 18 дней назад

    Finally caught up to this podcast. I use to listen to a lot of your videos to keep my motivation up. Until I slacked off and its been almost a year. Now I'm reviewing all the notes I took so I can proceed where I left off.

  • @htg7127
    @htg7127 19 дней назад

    Youre a hero

  • @II-er7gj
    @II-er7gj 20 дней назад

    this really sucks!!! I have learned python beyond these limits what offer this PySimpleGUI.

  • @yvanpearson7024
    @yvanpearson7024 21 день назад

    great talk

  • @larry78211
    @larry78211 21 день назад

    I can see why he is biased.....His cert was a bogus 10 question exam. Ib addituib, most people graduate college and the only skill they've developed is how to cheat their way through school. .

  • @enochmvula-ck3gy
    @enochmvula-ck3gy 22 дня назад

    I can't find the playlist on you're profile, what's the name

  • @wintur2856
    @wintur2856 22 дня назад

    😁

  • @wintur2856
    @wintur2856 22 дня назад

    Great Video!

  • @wintur2856
    @wintur2856 22 дня назад

    Thanks for this video, the new youtubers just say whatever. 😃

  • @dipeshsamrawat7957
    @dipeshsamrawat7957 22 дня назад

    Nice! Keep it up.

  • @arpitgaur4310
    @arpitgaur4310 23 дня назад

    It's more about the neatness and explainability of the project rather than the complexity of the project

  • @rishiraj2548
    @rishiraj2548 23 дня назад

    Thanks

  • @babiganteng1967
    @babiganteng1967 23 дня назад

    Link the application please🙏🏻

  • @babiganteng1967
    @babiganteng1967 23 дня назад

    What the application please, I am newbie🙏🏻

  • @danmcclelland5476
    @danmcclelland5476 28 дней назад

    Great tutorial! Thanks!

  • @dahewang4981
    @dahewang4981 29 дней назад

    Here's my definition: continue means skipping the rest of the code in the current iteration of the loop(ie invalid input), then immediately begins with the next iteration of the same Loop.

  • @BersekViking
    @BersekViking Месяц назад

    Click bait

  • @damonguzman
    @damonguzman Месяц назад

    What’s up with the low quality AI voice?

  • @dipeshsamrawat7957
    @dipeshsamrawat7957 Месяц назад

    Thank you ❤

  • @ronakronu
    @ronakronu Месяц назад

    gemini recommended this ,greatt

  • @TenzinTselha
    @TenzinTselha Месяц назад

    Is it possible to locally host this map and use the map offline?

  • @rishiraj2548
    @rishiraj2548 Месяц назад

    Thanks 😌👍

  • @BersekViking
    @BersekViking Месяц назад

    click bait

  • @saeedfarmanali
    @saeedfarmanali Месяц назад

    thanks .man

  • @abdurrazzak1612
    @abdurrazzak1612 Месяц назад

    Excellent Tutorial, Thanks

  • @adityahpatel
    @adityahpatel Месяц назад

    but what is the use case? you haven't explained

  • @ilhanilhanDev
    @ilhanilhanDev Месяц назад

    Likeeeeeee

  • @nononnomonohjghdgdshrsrhsjgd
    @nononnomonohjghdgdshrsrhsjgd Месяц назад

    oh already on a wished journey

  • @piyushgupta4341
    @piyushgupta4341 Месяц назад

    IDE name?

  • @seven9766
    @seven9766 Месяц назад

    Code is written to be read by other programmers. It also happens to run on machines. Being able to understand code quickly and reason about it is maximally important. Leave it to the compiler (or the interpreter here) to find the fastest way to do the "i want you to filter this" dance. Tell the fellow programmer what you want to be done, not how the program should do it.

  • @rishiraj2548
    @rishiraj2548 Месяц назад

    🙂👍

  • @rodrigocaballerohurtado5367
    @rodrigocaballerohurtado5367 Месяц назад

    I loved this one. All the basic questions I don't do were asked and answered with quality

  • @rishiraj2548
    @rishiraj2548 Месяц назад

    👍

  • @justADev23
    @justADev23 Месяц назад

    Link to Simon's blog?