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Aug 12, 2022
Tree-Based Model: Classification Tree
Classification Tree A classification tree is a structural mapping of binary decisions that lead to a decision about the class...
Aug 11, 2022
Deep Learning Introduction with Python
What is deep learning? Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain...
Aug 10, 2022
Model Validation: Cross_val_score() in Python
Cross-validation is a technique for evaluating ML models by training several ML models on subsets of the available input data and...
Aug 8, 2022
Machine Learning: Feature Creation & Extraction in Python
What is feature engineering? Feature engineering is the process that takes raw data and transforms it into features that can be used to...
Aug 6, 2022
Unsupervised Learning: Basics of Clustering
What is unsupervised learning? A group of machine learning algorithms that find patterns in data Data for algorithms has not label,...
Aug 5, 2022
Machine Learning: Support Vector Machine(SVM)
01. What is SVM(Support Vector Machine)? In machine learning, support-vector machines are supervised learning models with associated...
Aug 2, 2022
Predicting Credit Card Approval
Commercial banks receive a lot of applications for credit cards. Many of them get rejected for many reasons, like high loan balances, low...
Jul 20, 2022
Machine Learning Preprocessing: Scaling
Standardization is a preprocessing method used to transform continuous data to make it look normally distributed. It's a necessary step...
Jul 20, 2022
World Happiness Report 2021 - EDA
The happiness scores and rankings use data from the Gallup World Poll. The columns following the happiness score estimate the extent to...
Jul 2, 2022
Predicting Neurodegenerative Disease with XGBOOST!
Parkinson's disease is a brain disorder that causes unintended or uncontrollable movements, such as shaking, stiffness, and difficulty...
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Abu Bin Fahd
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