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Lecture 5 of 16
The Conda Package Management System (optional)
Course Content
0 / 16 completedSection 1: Introduction4 videos
Setup of the Anaconda Cloud Notebook
59m
Introduction
1h 19m
Download and installation of the Anaconda Distribution (optional)
1h
The Conda Package Management System (optional)
1h 30mNow Playing
Section 2: Advanced Models for Regression and Supervised Learning7 videos
Overview
12m
Artificial Neural Networks, Feedforward Networks, and the Multi-Layer Perceptron
1h 30m
Feedforward Multi-Layer Perceptrons for Prediction
1h 30m
Decision Tree Regression model
1h 30m
Voting Regression
1h 30m
eXtreme Gradient Boosting Regression (XGBoost)
1h 30m
Random Forest Regression
1h 30m
Section 3: Advanced Models for Classification and Supervised Learning5 videos
Feedforward Multi-Layer Perceptrons for Classification
1h 18m
Decision Tree Classifier
1h 30m
Random Forest Classifier
1h 30m
Voting Classifier
1h 30m
eXtreme Gradient Boosting Classifier (XGBoost)
1h 30m