#1: First Steps With Jupyter Notebooks
- beginner
- python
- 100daysofpython
Setting up a Jupyter Notebook for the first time to aid with the 100 Days of Python challenge
3 min read
Den Dribbles
A personal blog on all things of interest.
Written by Dennis O'Keeffe
100 Days of Python
Blog series
#2: Unsplash API with Python
- beginner
- python
- 100daysofpython
Installing and using an unofficial Python Unsplash API by salvoventura
3 min read
#3: Composing Images and Text with Python
- beginner
- python
- 100daysofpython
Use the Pillow image library to add text and icons layers to an image programmatically.
4 min read
#4: Frontmatter Parsing With Python
- beginner
- python
- 100daysofpython
Learn how to take a markdown file and parse the frontmatter metadata for usage in your scripts.
2 min read
#5: Reading a file directory with Python
- beginner
- python
- 100daysofpython
Use the glob library to create a list of all the files in a directory.
3 min read
#6: Building CLIs With python-fire
- beginner
- python
- 100daysofpython
Work through an example of building a simple CLI script with the python-fire library.
3 min read
#7: Python Unit Testing With PyTest
- beginner
- python
- 100daysofpython
- pytest
Learn the basics of installing and using PyTest with a basic math module example.
4 min read
#8: Tip: Making Directories Recursively With Python
- beginner
- tips
- python
- 100daysofpython
Using the OS module recursively make folders on your operating system.
1 min read
#9: Tip: Interactive Python Notebooks With Binder
- beginner
- python
- 100daysofpython
- jupyternotebooks
Display your public GitHub repositories in an interactive notebook.
2 min read
#10: CLI Prompts In Python
- beginner
- python
- 100daysofpython
Use PyInquirer to create more interactive and user-friendly command line prompts.
5 min read
#11: Pretty Error Output In Python
- beginner
- python
- 100daysofpython
Make debugging Python errors more enjoyable.
2 min read
#12: Annotating Video Clips With MoviePy
- beginner
- python
- 100daysofpython
Introduce yourself to MoviePy through a simple example to add text to video.
4 min read
#13: Beautiful CLIs With The Rich Python Library
- beginner
- python
- 100daysofpython
See how the Rich library for Python can make it easy to add color and style to terminal output.
4 min read
#14: Working With Regex Expressions In Python
- beginner
- python
- 100daysofpython
This post will look at how the regex module in python can be used to work with regular expressions.
4 min read
#15: Exceptions In Python
- beginner
- python
- 100daysofpython
An overview look at custom exceptions in Python
4 min read
#16: Datetime In Python
- beginner
- python
- 100daysofpython
Learn how to work with the datetime library in Python.
4 min read
#17: Mocking Python datetime In Tests With FreezeGun
- beginner
- python
- 100daysofpython
Learn how to set up reliable PyTest unit tests for the Python datetime library with FreezeGun.
5 min read
#18: Time Functionality In Python
- beginner
- python
- 100daysofpython
Explore how to work with the time module from the Python Standard Library in detail.
3 min read
#19: How PyDoc Helps Your Python Development
- beginner
- python
- 100daysofpython
Explore PyDoc and understand how it can improve your documentation and how to search it.
7 min read
#20: PyTest With GitHub Actions
- beginner
- python
- 100daysofpython
Build off previous work on PyTest by adding a GitHub action to run PyTest in CI.
4 min read
#21: Your First Pip Package In Python
- pip
- python
- 100daysofpython
- package management
Learn how to deploy your first package to Pip in this straight-forward tutorial.
8 min read
#22: Semantic Versioning In Python With Git Hooks
- python
- 100daysofpython
Use Conventional Commits, pre-commit and Commitizen to automate your versioning based on commit messages.
6 min read
#23: Automating Pip Package Deployment With Github Actions
- python
- 100daysofpython
- pip
- github actions
Learn how to use GitHub Actions to speed up your Pip package deployments to PyPi.
4 min read
#24: Generating Fake CSV Data With Python
- python
- 100daysofpython
Learn how to generate random data and export it to CSV to use in your projects.
8 min read
#25: Oil Paint Effect With OpenCV Python
- beginner
- python
- 100daysofpython
Apply an oil paint effect to images in Python with OpenCV.
2 min read
#26: Python Lambda Functions Deployed With The Typescript AWS CDK
- aws
- aws cdk
- typescript
- python
- aws lambda
Deploy a simple Python lambda function with the TypeScript AWS CDK to LocalStack.
7 min read
#27: First Look At Supervised Learning With Classification
- python
- 100daysofpython
- machine learning
The 100 Days of Python series is moving into its second phase with Machine Learning. The journey will start with a first look at project setup and classification.
10 min read
#28: Measuring Classifier Model Performance
- python
- 100daysofpython
- machine learning
See how we can visual test the performance capability of our K-Nearest Neighbors classifier using Scikit Learn.
7 min read
#29: Regression With Scikit Learn (Part 1)
- python
- 100daysofpython
- machine learning
Continuing with our look into supervised learning, today we explore the basics linear regression by applying it to another Scikit Learn toy dataset.
4 min read
#30: Regression With Scikit Learn (Part 2)
- python
- 100daysofpython
- machine learning
In second blog post on linear regression, we take what we learned in part one and look deeper into the basics of linear regression and applying a train-test-split to our data.
5 min read
#31: Regression With Scikit Learn (Part 3)
- python
- 100daysofpython
- machine learning
In part three, we look at using k-fold cross-validation to prevent dependency on a particular train/test split.
4 min read
#32: Regression With Scikit Learn (Part 4)
- python
- 100daysofpython
- machine learning
In our final coverage of regression using SciKit Learn, we look at how we can use regression with regularization.
5 min read
#33: 5 Handy Python Tips For Beginners
- 100daysofpython
After 30+ days of my 100 day Python journey, I stop to reflect on the five tips that have been unusual by helpful coming into the language.
4 min read
#34: Python Decorators In Action
- python
- 100daysofpython
An overview on Python higher-order functions, decorators and some practical examples for when decorators can be used.
5 min read
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