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Handling Missing Data in Python: Simple Imputer in Python for Machine Learning 10 месяцев назад


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Handling Missing Data in Python: Simple Imputer in Python for Machine Learning

In this video, we'll dive into one of the fundamental steps in data preprocessing – handling missing values using the Simple Imputer module from sci-kit learn. Missing data is a common issue in datasets, and knowing how to effectively handle it is crucial for building accurate and reliable machine learning models. Interested in discussing a Data or AI project? Feel free to reach out via email or simply complete the contact form on my website. 📧 Email: [email protected] 🌐 Website & Blog: https://ryannolandata.com/ 🍿 WATCH NEXT Scikit-Learn and Machine Learning Playlist:    • Scikit-Learn Tutorials - Master Machi...   Ordinal Encoder:    • Ordinal Encoder with Python Machine L...   One Hot Encoder:    • One Hot Encoder with Python Machine L...   Train Test Split:    • Train Test Split with Python Machine ...   MY OTHER SOCIALS: 👨‍💻 LinkedIn:   / ryan-p-nolan   🐦 Twitter:   / ryannolan_   ⚙️ GitHub: https://github.com/RyanNolanData 🖥️ Discord:   / discord   📚 *Practice SQL & Python Interview Questions: https://stratascratch.com/?via=ryan WHO AM I? As a full-time data analyst/scientist at a fintech company specializing in combating fraud within underwriting and risk, I've transitioned from my background in Electrical Engineering to pursue my true passion: data. In this dynamic field, I've discovered a profound interest in leveraging data analytics to address complex challenges in the financial sector. This YouTube channel serves as both a platform for sharing knowledge and a personal journey of continuous learning. With a commitment to growth, I aim to expand my skill set by publishing 2 to 3 new videos each week, delving into various aspects of data analytics/science and Artificial Intelligence. Join me on this exciting journey as we explore the endless possibilities of data together. *This is an affiliate program. I may receive a small portion of the final sale at no extra cost to you.

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