How to stop Overfitting your ML and Deep Learning models
https://medium.com/@andrew.schleiss/how-to-stop-overfitting-your-ml-and-deep-learning-models-bb8324ace80b
https://medium.com/@andrew.schleiss/how-to-stop-overfitting-your-ml-and-deep-learning-models-bb8324ace80b
Medium
How to stop Overfitting your ML and Deep Learning models
Overfitting in machine learning and deep learning is a common problem. This is a result of the model being too biased toward the data and…
An Introduction to the ‘with’ Statement in Python
https://python.plainenglish.io/with-statement-in-python-3bfc1984b0bf
https://python.plainenglish.io/with-statement-in-python-3bfc1984b0bf
Medium
An Introduction to the ‘with’ Statement in Python
A guide on using the ‘with’ statement in Python.
Data Validation: Building Data-Validating Classes with Pydantic
https://medium.com/@dataproducts/data-validation-building-data-validating-classes-with-pydantic-8ee4a023f26d
https://medium.com/@dataproducts/data-validation-building-data-validating-classes-with-pydantic-8ee4a023f26d
Medium
Data Validation: Building Data-Validating Classes with Pydantic
Data validation is essential when it comes to writing consistent and reliable data pipelines. Pydantic is a data validation and settings…
Noise in the City: Is New York That Noisy? — An Analysis of NYC 311 Data
https://kirthi-b.medium.com/noise-in-the-city-is-new-york-that-noisy-an-analysis-of-nyc-311-data-72e4d9baaabb
https://kirthi-b.medium.com/noise-in-the-city-is-new-york-that-noisy-an-analysis-of-nyc-311-data-72e4d9baaabb
Medium
Noise in the City: Is New York That Noisy? — An Analysis of NYC 311 Data
New York City can be an objectively noisy place. But just how skewed is the noise complaint data? What can we learn from complaint trends?
Programming a Calculator To Solve Complex Numerical Expressions
https://betterprogramming.pub/programming-a-calculator-to-solve-complex-numerical-expressions-75d228f37ebf
https://betterprogramming.pub/programming-a-calculator-to-solve-complex-numerical-expressions-75d228f37ebf
Medium
Programming a Calculator To Solve Complex Numerical Expressions
Calculators have much in common with compilers and interpreters. Explore the details with code examples and algorithms explanations
Why and How to Use “get_dummies” (One-Hot Encoding) in Machine Learning
https://medium.com/programming-for-beginners/why-and-how-to-use-get-dummies-one-hot-encoding-in-machine-learning-1eba3c34756d
https://medium.com/programming-for-beginners/why-and-how-to-use-get-dummies-one-hot-encoding-in-machine-learning-1eba3c34756d
Medium
Why and How to Use “get_dummies” (One-Hot Encoding) in Machine Learning
A data preprocessing step
Automating Sticker Generation With Web Scraping and Image Processing in Python
https://betterprogramming.pub/automating-sticker-generation-with-web-scraping-and-image-processing-in-python-6eccdc39975c
https://betterprogramming.pub/automating-sticker-generation-with-web-scraping-and-image-processing-in-python-6eccdc39975c
Medium
Automating Sticker Generation With Web Scraping and Image Processing in Python
Quickly generate stickers for messaging platforms
UAV Tailsitter : Modelling, Control and Simulation.
https://mahmoudelomar.medium.com/uav-tailsitter-modelling-control-and-simulation-a9c545cbcf2b
https://mahmoudelomar.medium.com/uav-tailsitter-modelling-control-and-simulation-a9c545cbcf2b
Medium
UAV Tailsitter : Modelling, Control and Simulation.
Tailsitters are fixed-wing planes that take take-off and land on their tails, hence the name. The motivation behind this design is the…
California wildfires and solar irradiance
https://medium.com/atoti/california-wildfires-and-solar-irradiance-abf8fd93072a
https://medium.com/atoti/california-wildfires-and-solar-irradiance-abf8fd93072a
Medium
California wildfires and solar irradiance
California wildfires are increasingly intense. Understanding how these wildfires impact everything from air quality to solar irradiance is…
Does my sample have to be normally distributed for a t-test?
https://miroslavtushev.medium.com/does-my-sample-have-to-be-normally-distributed-for-a-t-test-7ee91aaaca2a
https://miroslavtushev.medium.com/does-my-sample-have-to-be-normally-distributed-for-a-t-test-7ee91aaaca2a
Medium
Does my sample have to be normally distributed for a t-test?
While reading up on t-test’s normality assumption I came across a lot of conflicting information. Most of the resources online suggest that…
Let’s Learn List Comprehension with a Lots of Examples: Efficient Python Programming
https://towardsdatascience.com/lets-learn-list-comprehension-with-a-lots-of-examples-efficient-python-programming-98fb41813d7
https://towardsdatascience.com/lets-learn-list-comprehension-with-a-lots-of-examples-efficient-python-programming-98fb41813d7
Medium
Let’s Learn List Comprehension with a Lots of Examples: Efficient Python Programming
Make Your Python Code Compact and Faster
How I won my eighth bronze medal experimenting with sklearn’s RobustScaler
https://tracyrenee61.medium.com/how-i-won-my-eighth-bronze-medal-experimenting-with-sklearns-robustscaler-96baa6178884
https://tracyrenee61.medium.com/how-i-won-my-eighth-bronze-medal-experimenting-with-sklearns-robustscaler-96baa6178884
Medium
How I won my eighth bronze medal experimenting with sklearn’s RobustScaler
My readers may not be aware of this, but I have begun creating courses for Udemy. In order to prepare for the courses, I have been working…
Create a Python Flask API Backend within a .devcontainer on Visual Studio Code
https://ksummersill.medium.com/create-a-python-flask-api-backend-within-a-devcontainer-on-visual-studio-code-3a025d49f0c5
https://ksummersill.medium.com/create-a-python-flask-api-backend-within-a-devcontainer-on-visual-studio-code-3a025d49f0c5
Medium
Create a Python Flask API Backend within a .devcontainer on Visual Studio Code
Development Environment | Remote | Configuration Management | Risk Mitigation