Order this unique Elearning course Linear Regression Models online, 1 year 24/7 access to rich interactive videos, speech, progress monitoring through reports and tests per chapter to directly test the knowledge.
Fundamentals of Linear Regression Models
Linear Regression Models: Introduction to Linear Regression
Course Overview Statistical Tools and Regression Reasons to Use Regression Regression Loss: Least Square Error Capturing Variance in Regression Prediction Using Regression Introduction to Deep Learning The Architecture of Neural Networks Neurons: The Building Blocks of a Neural Network Linear Regression Using a Single Neuron Training a Neural Network Gradient Descent Optimization Exercise: Introduction to Linear Regression
Linear Regression Models: Building Simple Regression Models with Scikit Learn and Keras
Course Overview Loading a Dataset Splitting a Dataset for Training and Validation Keras Installation Training and Evaluating a Model Building a Sequential Model Training a Neural Network Evaluating a Neural Network Exercise: Building Simple Regression Models
Linear Regression Models: Multiple and Parsimonious Linear Regression
Course Overview Understanding Multiple Regression Kitchen Sink Regression Training and Evaluating the Model Preparing Data for a Neural Network Building a Neural Network Evaluating the Neural Network Finding Correlations in a Dataset Introducing Parsimonious Regression Applying Parsimonious Regression with Scikit Learn Applying Parsimonious Regression with Keras Exercise: Multiple Linear Regression
Linear Regression Models: An Introduction to Logistic Regression
Course Overview Introducing Logistic Regression The Logistic Regression Curve Logistic Regression and Classification Logistic Regression vs. Linear Regression Logistic Regression in Keras Preparing Data for Logistic Regression Classification using a Logistic Regression Model Preparing Data for a Neural Network Building and Evaluating the Keras Classifier Exercise: An Introduction to Logistic Regression
Linear Regression Models: Simplifying Regression and Classification with Estimators
Course Overview Introducing Estimators Preparing Data for a Linear Regressor Estimator Training and Evaluating a Regressor Estimator Preparing Data for a Linear Classifier Estimator Training and Evaluating a Classifier Estimator Exercise: Using TensorFlow Estimators
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