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Join date: Aug 21, 2021

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Posts (21)

Aug 12, 20223 min
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...

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Aug 11, 20222 min
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...

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Aug 10, 20222 min
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...

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Aug 8, 20222 min
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...

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Aug 6, 20222 min
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,...

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Aug 5, 20222 min
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...

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Aug 2, 20223 min
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...

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Jul 20, 20222 min
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...

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Jul 20, 20223 min
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...

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Jul 2, 20223 min
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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