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Create Interactive Maps & Geospatial Data Visualizations With Python
Episode 143
Would you like to quickly add data to a map with Python? Have you wanted to create beautiful interactive maps and export them as a stand-alone static…
3 years, 2 months ago
Orchestrating Large and Small Projects With Apache Airflow
Episode 142
Have you worked on a project that needed an orchestration tool? How do you define the workflow of an entire data pipeline or a messaging system with …
3 years, 3 months ago
Exploring Python With bpython & Formalizing f-String Grammar
Episode 141
Have you used the Python Read-Eval-Print Loop (REPL) to explore the language and learn about how it operates? Would it help if it provided syntax hig…
3 years, 3 months ago
Speeding Up Your DataFrames With Polars
Episode 140
How can you get more performance from your existing data science infrastructure? What if a DataFrame library could take advantage of your machine’s a…
3 years, 3 months ago
Surveying Comprehension Constructs & Python Parallelism Infighting
Episode 139
Have you embraced the use of comprehensions in your Python journey? Are you familiar with all the varieties of comprehension constructs? This week on…
3 years, 3 months ago
2022 Real Python Tutorial & Video Course Wrap Up
Episode 138
It’s been another year of changes at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python m…
3 years, 4 months ago
Start Using a Build System & Continuous Integration in Python
Episode 137
What advantages can a build system provide for a Python developer? What new skills are required when working with a team of developers? This week on …
3 years, 4 months ago
Package Python Code With pyproject.toml & Listing Files With pathlib
Episode 136
How do you start packaging your code with pyproject.toml? Would you like to join a conversation that gently walks you through setting up your Python …
3 years, 4 months ago
Preparing Data to Measure True Machine Learning Model Performance
Episode 135
How do you prepare a dataset for machine learning (ML)? How do you go beyond cleaning the data and move toward measuring how the model performs? This…
3 years, 5 months ago
Building Python REST APIs With Flask & Structuring Pull Requests
Episode 134
How do you build a REST API using the Flask web framework? How can you quickly add endpoints while automatically generating documentation? This week …
3 years, 5 months ago