Pinned Repositories
Clustering-in-Python
Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.
Data-Science-Interview-Question-Bank-Day1-Day30-iNeuron
Data Science interview question by iNeuron
Dimensionality-Reduction-in-Python
Dimensionality Reduction technique in machine learning both theory and code in Python. Includes topics from PCA, LDA, Kernel PCA, Factor Analysis and t-SNE algorithm
EDA-in-Python
Exploratory Data Analysis Theory and Python Code
Logistic-regression-in-python
Logistic Regression technique in machine learning both theory and code in Python. Includes topics from Assumptions, Multi Class Classifications, Regularization (l1 and l2), Weight of Evidence and Information Value
Machine-Learning-in-Python-Code
Machine Learning code in python includes topics like Exploratory Data Analysis (EDA), Classification, Regression, Clustering and Dimensionality Reduction
ML-Notes-Daywise
Machine Learning Note Day Wise (THEORY)
NLP-using-Python
Natural Language Processing in Python
SQL
Structured Query Language Theory, Case Study and Interview Questions
Tree-Based-Models-in-Python
Tree based algorithm in machine learning including both theory and codes. Topics including from decision tree regression and classification to random forest tree and classification. Grid Search is also included.
sandipanpaul21's Repositories
sandipanpaul21/Clustering-in-Python
Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.
sandipanpaul21/Data-Science-Interview-Question-Bank-Day1-Day30-iNeuron
Data Science interview question by iNeuron
sandipanpaul21/Logistic-regression-in-python
Logistic Regression technique in machine learning both theory and code in Python. Includes topics from Assumptions, Multi Class Classifications, Regularization (l1 and l2), Weight of Evidence and Information Value
sandipanpaul21/Tree-Based-Models-in-Python
Tree based algorithm in machine learning including both theory and codes. Topics including from decision tree regression and classification to random forest tree and classification. Grid Search is also included.
sandipanpaul21/Machine-Learning-in-Python-Code
Machine Learning code in python includes topics like Exploratory Data Analysis (EDA), Classification, Regression, Clustering and Dimensionality Reduction
sandipanpaul21/ML-Notes-Daywise
Machine Learning Note Day Wise (THEORY)
sandipanpaul21/Dimensionality-Reduction-in-Python
Dimensionality Reduction technique in machine learning both theory and code in Python. Includes topics from PCA, LDA, Kernel PCA, Factor Analysis and t-SNE algorithm
sandipanpaul21/EDA-in-Python
Exploratory Data Analysis Theory and Python Code
sandipanpaul21/NLP-using-Python
Natural Language Processing in Python
sandipanpaul21/SQL
Structured Query Language Theory, Case Study and Interview Questions
sandipanpaul21/Neural-Network-in-Python
sandipanpaul21/Simple-Multiple-Regression-in-Python
Regression Techniques in Machine learning including topics from Assumption, Simple and Multiple Linear Regression. Both theory and python codes are included.
sandipanpaul21/Data_Science_INSHORT
Data Science topics IN SHORT whether it is about Machine Learning or Any Techniques will be IN SHORT.
sandipanpaul21/KNN-Naive-Bayes-SVM-in-Python
ML Topics include KNN. Naive Bayes and Support vectors both in Theory and Python Code. KNN Imputation technique is also explained in this branch.
sandipanpaul21/Maths-Behind-Data-Science
sandipanpaul21/ML-Interview-Questions-Bank
Daily Few Interview Questions on Machine Learning. It is an Interview Question Bank for Machine Learning
sandipanpaul21/Puzzle-Case-Study-Trick-Question
Commonly asked Interview Puzzles, Trick Questions and Case Studies
sandipanpaul21/Python_DSA
Data Structure and Algorithim in Python
sandipanpaul21/pythonBasics
sandipanpaul21/Questionbank-in-datascience