Machine Learning A-Z™: Hands-On Python & R In Data Science – Codingprinces

Machine Learning A-Z™: Hands-On Python & R In Data Science

About Course

Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.

Categories Engineering

Course Curriculum

Machine Learning Tutorial Python -1: What is Machine Learning?

Machine Learning Tutorial Python -1: What is Machine Learning?

06:50

Machine Learning Tutorial Python – 2: Linear Regression Single Variable

Machine Learning Tutorial Python – 3: Linear Regression Multiple Variables

Machine Learning Tutorial Python – 4: Gradient Descent and Cost Function

Machine Learning Tutorial Python – 5: Save Model Using Joblib And Pickle

Machine Learning Tutorial Python – 6: Dummy Variables & One Hot Encoding

Machine Learning Tutorial Python – 7: Training and Testing Data

Machine Learning Tutorial Python – 8: Logistic Regression (Binary Classification)

Machine Learning Tutorial Python – 8 Logistic Regression (Multiclass Classification)

Machine Learning Tutorial Python – 9 Decision Tree

Machine Learning Tutorial Python – 10 Support Vector Machine (SVM)

Machine Learning Tutorial Python – 11 Random Forest

Machine Learning Tutorial Python 12 – K Fold Cross Validation

Machine Learning Tutorial Python – 13: K Means Clustering Algorithm

Machine Learning Tutorial Python – 14: Naive Bayes Classifier Algorithm Part 1

Machine Learning Tutorial Python – 15: Naive Bayes Classifier Algorithm Part 2

Machine Learning Tutorial Python – 16: Hyper parameter Tuning (GridSearchCV)

Machine Learning Tutorial Python – 17: L1 and L2 Regularization | Lasso, Ridge Regression

Machine Learning Tutorial Python – 18: K nearest neighbors classification with python code

Machine Learning Tutorial Python – 19: Principal Component Analysis (PCA) with Python Code

Machine Learning Tutorial Python – 20: Bias vs Variance In Machine Learning

Machine Learning Tutorial Python – 21: Ensemble Learning – Bagging

Machine Learning & Data Science Project – 1 : Introduction (Real Estate Price Prediction Project)

Machine Learning & Data Science Project – 2 : Data Cleaning (Real Estate Price Prediction Project)

Machine Learning & Data Science Project – 3 : Feature Engineering (Real Estate Price Prediction)

€29.99

Course Details

Level: All Levels

Duration: 0

Enrolled:0

Last Updated:January 2, 2022