The PyPod Chronicles

Data Preprocessing for Machine Learning: Fix Dirty Data & Boost Accuracy | Episode #89

13 Feb 2025

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If you want to build better machine learning models, you need to start with clean, well-prepared data. In this episode of PyPod Chronicles, we’re breaking down the key steps to getting your data ready for modeling. You’ll learn how to handle missing values, scale and normalize data, and properly format categorical variables so your models perform better.Listen in as we go over the best techniques to clean and organize your data the right way.Tune in for another episode of PyPod Chronicles!I’ve linked the latest episode of Code with Josh below, Python Generators: The Must-Know Trick to Write Faster, Memory-Efficient CodeThis pairs with our Machine Learning series, I am the Machine! The first article drops tomorrow. You can check out the roadmap here!👉 If you get value from these podcasts, please help me out, leave it a ❤️, and share it with others. This helps more people discover this podcast! Thank you so much!If you are not already subscribed to my premium make sure you do as you get exclusive access to these articles and all my code to follow along with!🔐 Premium Reader Benefits* Full-length articles every Friday* Mini challenges & additional resources* Lifetime access to archives, including the new Machine Learning series.* Monthly Python projects* and so much more!👉 This is my full time job so I hope you will support my work.Along with getting access to my current SQL in Python series you also get exclusive access to a boat load more content such as monthly Python projects, weekly long form articles, 3 Randoms, & my complete archive!Don't miss out on the latest article in our new Machine Learning series!Subscribe to PyPod Chronicles today and stay ahead in the dynamic world of data science and machine learning.You unlock a boat load more content such as the Full Archives, Monthly Projects, and Long form articles. Plus you’re able to support me as this is my full-time job. Thanks!🔐 Join our Premium for 80% more value and content ~ Check it out!🎬 Python Generators: The Must-Know Trick to Write Faster, Memory-Efficient CodeOver on Code with Josh ~ HERECheck out the video and drop a ❤️. This really helps out the channel!Here are some resources:👉 Get my Python & Git Guide ~ Python PDF Guide📚 Books I’ve Found Helpful:* Python Crash Course - Here* Automate the Boring Stuff - Here* Data Structures and Algorithms in Python - Here* Python Pocket Reference - Here👉 If you liked this episode, please leave it a ❤️ and share it with others. This helps more people discover this podcast on Substack, which helps me out and shows me you enjoy content like this! The button is located right below here! ⤵️Thank you for taking the time to listen to this week’s episode!This is my full-time job so I hope you can support my work as we build together! Get full access to The Nerd Nook at www.thenerdnook.io/subscribe

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3ª PARTE | 17 DIC 2025 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

13:00H | 21 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

12:00H | 21 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

10:00H | 21 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

13:00H | 20 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

12:00H | 20 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

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The PyPod Chronicles

Data Preprocessing for Machine Learning: Fix Dirty Data & Boost Accuracy | Episode #89

This episode hasn't been transcribed yet

Other recent transcribed episodes

3ª PARTE | 17 DIC 2025 | EL PARTIDAZO DE COPE

13:00H | 21 DIC 2025 | Fin de Semana

12:00H | 21 DIC 2025 | Fin de Semana

10:00H | 21 DIC 2025 | Fin de Semana

13:00H | 20 DIC 2025 | Fin de Semana

12:00H | 20 DIC 2025 | Fin de Semana

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