Complete-Scikit-learn-with-projects-
This repository contains everything you need to become proficient in Scikit learn
Youtube for all the implemented projects and tech interview resources - Ignito Youtube Channel
Linear Models
Linear and Quadratic Discriminant Analysis
Support Vector Machines
Stochastic Gradient Descent
Nearest Neighbors
Gaussian Processes
Cross decomposition
Naive Bayes
Decision Trees
Ensemble methods
Feature selection
Semi-supervised learning
Neural network models
Gaussian mixture models
Clustering
Biclustering
Matrix factorization
Covariance estimation
Outlier Detection
Density Estimation
Model selection and evaluation
Cross-validation
Hyper-parameters Tuning
Performance Metrics
Validation curves
Data viz using Matplotlib and seaborn
ML Pipelines
Feature extraction
Preprocessing data
Imputation of missing values
Dimensionality reduction
Kernel Approximation
Scikit Learn Projects ( 40)
scikit learn projects repo