Icon02_​Logistic_​Regression_​exercise 

Introduction to Machine Learning Algorithms course - Session 2 Exercise 4 - Train a logistic regression model - Apply the model to the test set - Evaluate […]

Icon03_​Random_​Forest_​exercise 

Random Forest - exercise Introduction to Machine Learning Algorithms course - Session 2 Exercise 3 - Train a Random Forest model - Apply the model to the […]

Icon01_​Simple_​Neural_​Network_​exercise 

Simple Neural Network - exercise Introduction to Machine Learning Algorithms course - Session 3 Exercise 1 - Train a fully connected neural network - Apply […]

Icon04_​Regression_​Tree_​solution 

Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 2 - Partition data into training and test set - Train a regression tree […]

Icon02_​Regression_​Tree_​exercise 

Regression Tree - exercise Introduction to Machine Learning Algorithms course - Session 2 Exercise 2 - Partition data into train and test set - Train a […]

Icon02_​Regression_​Tree_​solution 

Regression Tree - solution Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 2 - Partition data into training and test […]

Icon03_​Co-occurrence_​Network 

Co-occurrence Network This workflow describes the network creation process and specifically creates the drug-drug co-occurence network. Here, we use the […]

Icon02.2 ELT on website usage data - transform big data on cloud and Spark 

<p>The company tracks the usage of the website and stores the information about different actions during each session: login and logout times, opened pages, […]

Icon02.2 ELT on website usage data - transform big data on cloud and Spark 

<p>The company tracks the usage of the website and stores the information about different actions during each session: login and logout times, opened pages, […]

Icon02_​Fraud_​Detection_​Deployment_​Solution 

Keras Autoencoder for Fraud Detection - Deployment Exercise of the L4-DL Introduction to Deep Learning Course. The goal of this exercise is to apply a […]