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Talk Python To Me

Talk Python To Me

486 Episodes • By Michael Kennedy • talkpython.fm/
Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of th ...more
Technology
Talk Python To Me
Talk Python To Me
@talkpythontome
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#483: Reflex Framework: Frontend, Backend, Pure Python
Let's say you want to create a web app and you know ... more
Oct 29 2024 1h 2m
Developing Apps With Reflex Framework
Chapter 1 8 mins
Python Web App Framework Reflex
Chapter 2 8 mins
Reflex
Chapter 3 11 mins
Rapid Deployment With PositConnect & Reflex
Chapter 4 4 mins
Revolutionizing Web Development With Python
Chapter 5 7 mins
Open Source and Reflex Web Framework
Chapter 6 9 mins
Python Reflex Framework Simplified UI Development
Chapter 7 7 mins
Building Blocks and FlexGen Roadmap
Chapter 8 5 mins
Revolutionizing Web Development With Dynamic Components
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#482: Pre-commit Hooks for Python Devs
Do you struggle to make sure your code is always cor... more
Oct 24 2024 1h 9m
Encouraging Consistent Coding Practices
Chapter 1 3 mins
Introducing Git Pre-Commit Hooks
Chapter 2 7 mins
The Value of Pre-Commit Hooks
Chapter 3 4 mins
Automating Pre-Commit Hooks in Git
Chapter 4 5 mins
Streamlining Code Quality With Pre-Commit
Chapter 5 7 mins
Optimizing Git Pre-Commit Hooks
Chapter 6 6 mins
Developing and Using Pre-Commit Hooks
Chapter 7 10 mins
Creating Effective Pre-Commit Hooks
Chapter 8 9 mins
Developing Python Pre-Commit Hook Recipe
Chapter 9 13 mins
Creating Informative Pre-Commit Hooksyaml Files
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#481: Python Opinions and Zeitgeist with Hynek
Hynek has been writing and speaking on some of the m... more
Oct 17 2024 1h 2m
Tool Installation in Docker Containers
Chapter 1 7 mins
Python Development and Docker Simplified
Chapter 2 6 mins
Docker and Python Packaging Discussion
Chapter 3 10 mins
Python Packaging and Workflow Tools
Chapter 4 5 mins
Docker Build Optimization and Python Installation
Chapter 5 5 mins
Python Threading and Project Challenges
Chapter 6 7 mins
Python Community Engagement and Project Updates
Chapter 7 10 mins
Python Development, Types, and Stamina
Chapter 8 8 mins
Password Hashing, LLMs, and Developer Future
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#480: Ahoy, Narwhals are bridging the data science APIs
If you work in data science, you definitely know abo... more
Oct 9 2024 59m
Supporting Data Frame Libraries Abstraction
Chapter 1 12 mins
Narwhals
Chapter 2 12 mins
Comparing Polars and Pandas Data Frames
Chapter 3 10 mins
Exploring IBIS and Narwhals
Chapter 4 5 mins
Data Frame Agnostic Function Implementation
Chapter 5 6 mins
Discussion on Data Frame Agnostic Libraries
Chapter 6 12 mins
Community Contributions and Future Roadmap
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#479: Designing Effective Load Tests for Your Python App
You're about to launch your new app or API, or even ... more
Oct 6 2024 59m
Cloud-Based Load Testing With Locus
Chapter 1 8 mins
Web App Performance Testing
Chapter 2 6 mins
Load Testing and Performance Considerations
Chapter 3 7 mins
Load Testing and Performance Optimization
Chapter 4 6 mins
Effective Load Testing With Locust
Chapter 5 10 mins
Load Testing and Performance Metrics
Chapter 6 6 mins
Understanding Load Testing Graphs and Bottlenecks
Chapter 7 4 mins
Optimizing Load Testing With Data Manipulation
Chapter 8 8 mins
OpenTelemetry and Serverless Considerations
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#478: When and how to start coding with kids
Do you have kids? Maybe nieces and nephews? Or maybe... more
Sep 25 2024 54m
Visual Web Page Creation With Python
Chapter 1 13 mins
Teaching Kids Programming Concepts
Chapter 2 7 mins
Coding Resources for Child Development
Chapter 3 10 mins
Visual Programming for Kids
Chapter 4 4 mins
Exploring Learning Opportunities in Coding
Chapter 5 11 mins
Exploring Coding Resources for Kids
Chapter 6 6 mins
Best Practices for Teaching Kids Coding
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#477: Awesome Text Tricks with NLP and spaCy
Do you have text that you want to process automatica... more
Sep 20 2024 1h 3m
Python's Lego-Like Design Patterns
Chapter 1 2 mins
NLP and Spacy in Python
Chapter 2 9 mins
Python Programming and Keyboard Enthusiasm
Chapter 3 8 mins
Data Science Projects With Posit Connect
Chapter 4 8 mins
The Origins and Features of spaCy
Chapter 5 6 mins
Parsing and Manipulating Text With spaCy
Chapter 6 6 mins
Advanced NLP Techniques With spaCy
Chapter 7 10 mins
Utilizing Generators for Processing Text
Chapter 8 11 mins
Exploring Python, LLMs, and NLP
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#476: Unified Python packaging with uv
A couple of weeks ago, Charlie Marsh and the folks a... more
Sep 4 2024 1h 12m
Project Management Lifecycle Commands
Chapter 1 11 mins
UV Unified Python Packaging
Chapter 2 6 mins
Python and Rust Collaboration for Tools
Chapter 3 5 mins
Ruff's Future and UV Overview
Chapter 4 11 mins
Evolution of UV Python Packaging
Chapter 5 3 mins
Project Management APIs and Python Installation
Chapter 6 7 mins
Efficient Python Installation With UV
Chapter 7 8 mins
Python Virtual Environment Philosophy Update
Chapter 8 4 mins
Python Project Lifecycle Management With UV
Chapter 9 5 mins
Exploring UV Python Tool API
Chapter 10 8 mins
UV Rye Script Relationship and Execution
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#475: Python Language Summit 2024
Every year the core developers meet to discuss and p... more
Aug 24 2024 1h 1m
Challenges of Developing Across Platforms
Chapter 1 3 mins
Python Language Summit Insights
Chapter 2 14 mins
Security and Python Language Summit
Chapter 3 7 mins
Python Security Model and CVEs
Chapter 4 9 mins
Python REPL and Bug Bounty Programs
Chapter 5 4 mins
Python Support Lifetime and Free Threading
Chapter 6 4 mins
Python Threading and Future Performance
Chapter 7 6 mins
Python Mobile and Front End Support
Chapter 8 10 mins
Development Tools and Python's Future
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#474: Python Performance for Data Science
Python performance has come a long way in recent tim... more
Aug 19 2024 1h 8m
Enhancing Python's Dynamic Expressiveness
Chapter 1 10 mins
Python Performance for Data Scientists
Chapter 2 8 mins
Optimizing Python Performance and Memory Allocation
Chapter 3 10 mins
Numba Data Structures and GPU
Chapter 4 7 mins
Python 3.13 Copy and Patch JIT
Chapter 5 5 mins
Python, Rust, and Performance Optimization
Chapter 6 5 mins
Python GIL and Rust Impact
Chapter 7 9 mins
Improving Python Threading and Performance
Chapter 8 10 mins
Python Compilation Challenges and Solutions
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#473: Being a developer with ADHD
Do you feel like ADHD is holding you back? Maybe you... more
Aug 2 2024 1h
Programming and ADHD
Chapter 1 13 mins
ADHD and Programming
Chapter 2 7 mins
Navigating Productivity With ADHD
Chapter 3 5 mins
Enhancing Productivity With ADHD
Chapter 4 9 mins
Managing ADHD in Remote Workspaces
Chapter 5 9 mins
Optimizing Productivity With ADHD
Chapter 6 7 mins
Navigating Work Environments With ADHD
Chapter 7 7 mins
Effective Task Management Strategies for ADHD
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#472: State of Flask and Pallets in 2024
Flask is one of the most important Python web framew... more
Jul 26 2024 1h 1m
Developing a Fast API Extension Strategy
Chapter 1 7 mins
State of Flask and Palettes Update
Chapter 2 7 mins
Flaskon and Palettes Discussion
Chapter 3 9 mins
Pallets Project Unification Progress
Chapter 4 8 mins
Maintaining Flask
Chapter 5 10 mins
Flask and Werkzeug Discussion
Chapter 6 10 mins
Automating Release Workflow for Python Projects
Chapter 7 7 mins
Palettes Eco
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#471: Learning and teaching Pandas
If you want to get better at something, often times ... more
Jul 22 2024 1h 4m
Advancements in Pandas Ecosystem
Chapter 1 8 mins
Learning Pandas and Python Strategies
Chapter 2 5 mins
Python Pandas Training and Newsletter
Chapter 3 9 mins
Mastering Pandas and Pythonic Idioms
Chapter 4 4 mins
Python Pandas Exercise Approach
Chapter 5 5 mins
Understanding Method Chaining in Pandas
Chapter 6 11 mins
Statistical Ideas in Pandas Data Analysis
Chapter 7 10 mins
Data Analysis Techniques in Pandas
Chapter 8 8 mins
Data Science Collaboration and Plotting Methods
Chapter 9 56 sec
Python Video Courses and Podcast Subscription
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#470: Python in Medicine and Patient Care
Python is special. It's used by the big tech compani... more
Jul 12 2024 1h 19m
Benefits of Python in Genomics Programming
Chapter 1 6 mins
Python in Pediatric Medicine
Chapter 2 12 mins
Medical Genomics and Data Analysis
Chapter 3 13 mins
Python and R in Genomic Medicine
Chapter 4 9 mins
Python Application Development in Clinical Settings
Chapter 5 5 mins
Open Source Tool Costs and Maintenance
Chapter 6 12 mins
Genomic Data Analysis in Biology
Chapter 7 10 mins
Python Tools in Bioinformatics Pipelines
Chapter 8 9 mins
AI and LLMs in Genetics
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#469: PuePy: Reactive frontend framework in Python
Python is one of the most popular languages of the c... more
Jul 8 2024 58m
Benefits of Using Pyodide and PyScript
Chapter 1 5 mins
Python Frontend Framework PewPy Interview
Chapter 2 5 mins
Python Frontend Framework Comparison
Chapter 3 10 mins
Exploring Python in the Browser
Chapter 4 8 mins
Building Interactive UI With PewPy
Chapter 5 8 mins
Exploring Web Development With PewPy
Chapter 6 8 mins
Python Frontend Framework Overview
Chapter 7 11 mins
Progressive Web Apps and PewPy Integration
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#468: Python Trends Episode 2024
I've gathered a group of Python experts who have bee... more
Jul 1 2024 1h 5m
Python Ecosystem and User Success
Chapter 1 14 mins
Python Trends and Future Forecasts
Chapter 2 11 mins
The Impact of Large Language Models
Chapter 3 6 mins
Python Programming Paradigm Shift
Chapter 4 13 mins
Python Data Processing Evolution
Chapter 5 10 mins
Front End Trends in Python World
Chapter 6 8 mins
Python Trends and Future Innovations
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#467: Data Science Panel at PyCon 2024
I have a special episode for you this time around. W... more
Jun 20 2024 34m
Transitioning to Data Science Space
Chapter 1 14 mins
Data Science and PyCon Discussion
Chapter 2 5 mins
The Future of Machine Learning Models
Chapter 3 3 mins
Trends in Data Science Tools
Chapter 4 10 mins
Tech Impact and Environmental Considerations
Chapter 5 42 sec
Podcast Subscription Information
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#466: Pydantic Performance Tips
You're using Pydantic and it seems pretty straightfo... more
Jun 14 2024 1h
Benefits of Using Pydantic
Chapter 1 3 mins
Pydantic Performance Tips and PyCharm Offer
Chapter 2 8 mins
Introduction to Pydantic Library Performance
Chapter 3 3 mins
Improving Pydantic Performance Tips
Chapter 4 13 mins
Efficient Pydantic Data Validation Tips
Chapter 5 12 mins
Efficient Validation Through Discriminated Unions
Chapter 6 9 mins
Performance Optimization Tools and Techniques
Chapter 7 8 mins
Exploring Pydantic and Productivity Tools
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#465: The AI Revolution Won't Be Monopolized
There hasn't been a boom like the AI boom since the ... more
Jun 8 2024 1h 8m
Advancing Machine Learning Workflows
Chapter 1 10 mins
Future of AI and Open Source
Chapter 2 4 mins
Prodigy Teams and Efficient Training Data
Chapter 3 6 mins
Specialized AI From Small Data
Chapter 4 10 mins
Open Source Software Benefits for Business
Chapter 5 11 mins
Navigating AI Models and Economies
Chapter 6 9 mins
Challenges and Workflow in Machine Learning
Chapter 7 4 mins
Open Source and Monopolization in AI
Chapter 8 7 mins
Regulation and Monopoly in AI
Chapter 9 47 sec
Python Video Courses at TalkPython
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#464: Seeing code flows and generating tests with Kolo
Do you want to look inside your Django request? How ... more
May 29 2024 54m
Visualizing Traces in Django Middleware
Chapter 1 12 mins
Introducing Colo
Chapter 2 5 mins
Visualizing Code Flow With Colo
Chapter 3 7 mins
Visualizing Code and Automated Testing
Chapter 4 12 mins
Automated Integration Testing Using Colo Trace
Chapter 5 10 mins
Supporting Libraries With Colo Debugger
Chapter 6 6 mins
Linking Code Executions and Web Integration
Chapter 7 47 sec
Python Video Courses at TalkPython
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#463: Running on Rust: Granian Web Server
So you've created a web app with Python using Flask,... more
May 25 2024 1h 4m
Emmet
Chapter 1 4 mins
Interview With Giovanni Barillari on Greenian
Chapter 2 15 mins
Working at Sentry and Building Emmet
Chapter 3 8 mins
Discussion on Emmet Framework Features
Chapter 4 14 mins
Python Web Deployment
Chapter 5 7 mins
ASGI vs RSGI
Chapter 6 13 mins
Exploring Granion's Threading Modes and Optimization
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#462: Pandas and Beyond with Wes McKinney
This episode dives into some of the most important d... more
May 15 2024 59m
Advances in Data Science Frameworks
Chapter 1 14 mins
Exploring Python Data Science Libraries
Chapter 2 7 mins
Pandas and Quarto for Data Science
Chapter 3 8 mins
Pandas and Community Contribution
Chapter 4 8 mins
Python Data Science Tools and WebAssembly
Chapter 5 9 mins
Advancing Data Processing With Apache Arrow
Chapter 6 10 mins
Data Frame Libraries and Query Optimization
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#461: Python in Neuroscience and Academic Labs
Do you use Python in an academic setting? Maybe you ... more
May 9 2024 1h 3m
Open Source Software Publication Dilemma
Chapter 1 7 mins
Python in Neuroscience Research Lab
Chapter 2 11 mins
Neuroscience Research and Software Integration
Chapter 3 7 mins
Evolution of Programming Languages in Neuroscience
Chapter 4 11 mins
Data Science Project Deployment & Tools
Chapter 5 8 mins
Mapping the Brain
Chapter 6 9 mins
Innovative Publishing in Science and AI
Chapter 7 7 mins
The Future of Artificial Intelligence
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#460: Dropbase: Build Internal Tools with Python
Do you find yourself or your team building internal ... more
May 2 2024 52m
Building User-Friendly App Components
Chapter 1 8 mins
Building Internal Web Apps With Python
Chapter 2 5 mins
Forms Over Data in App Development
Chapter 3 5 mins
DropBase
Chapter 4 9 mins
Building an Interactive Database App
Chapter 5 11 mins
Building a User-Friendly UI Editor
Chapter 6 11 mins
Development Tool for Customizable Admin Panels
Chapter 7 48 sec
Python Video Courses
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#459: I Built A Python SaaS with AI
We all know that tools like ChatGPT have really empo... more
Apr 27 2024 55m
Developing Simplicity With Flask
Chapter 1 12 mins
Empowering Developers With Chat and Python
Chapter 2 12 mins
Coding vs No-Code Platform Comparison
Chapter 3 12 mins
Creating iJingleMaker With AI and Python
Chapter 4 7 mins
AI Jingle Maker and Coding Concepts
Chapter 5 10 mins
AI Coding and Tool Utilization
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