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Invidious > Channel > The AI University

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YT 5 minutes 33 seconds The AI University 1.Introduction to Python libraries(Data Scientist's arsenal) YT 17 minutes 28 seconds The AI University 2.Introduction to Python Datasets (.csv files) YT 37 minutes 41 seconds The AI University 3.Dataset Missing Values & Imputation (Detailed Python Tutorial) | Impute Missing values in ML

YT 18 minutes 3 seconds The AI University 4.One Hot Encoding to process Categorical variables (Python) | Process Categorical Features YT 12 minutes 49 seconds The AI University 5.Split data into Training and Test set in Data Science (Python) | Train Test Split function in ML YT 21 minutes 28 seconds The AI University 6.Feature Scaling in Machine Learning(Normalization & Standardization) | Feature Scaling Sklearn

YT 17 minutes 56 seconds The AI University 7.Outlier Detection and Treatment using Python - Part 1 | How to Detect outliers in Machine Learning YT 23 minutes 22 seconds The AI University 8.Outlier Detection and Treatment using Python - Part 2 | How to Detect outliers in Machine Learning YT 12 minutes 48 seconds The AI University 9.Outlier Detection and Treatment using Python - Part 3 | How to Detect outliers in Machine Learning

YT 14 minutes 52 seconds The AI University Log Transformation for Outliers | Convert Skewed data to Normal Distribution YT 14 minutes 54 seconds The AI University Outlier Treatment through Square Root Transformation | Convert Skewed data to Normal Distribution YT 20 minutes 58 seconds The AI University Python Pandas Tutorial - Adding & Dropping columns (Machine Learning)

YT 15 minutes 37 seconds The AI University Create Pivot table using pandas DataFrame (Python) YT 13 minutes 34 seconds The AI University Use Regular Expression to split string into Dataframe columns (Pandas) YT 18 minutes 23 seconds The AI University Python Pandas Tutorial Series: Using Map, Apply and Applymap

YT 25 minutes 10 seconds The AI University Python Pandas Tutorial - Merge Dataframes (Machine Learning)