Advanced and Applied AI on Microsoft Azure

Intermediate 0(0 Ratings) 0 Students enrolled
Created by Skill Central Last updated Mon, 10-May-2021 English
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Curriculum for this course
0 Lessons 00:00:00 Hours
Putting Classification Concepts Into Practice
0 Lessons 00:00:00 Hours
Unsupervised Machine Learning
0 Lessons 00:00:00 Hours
Advanced Machine Learning Algorithm: Naive Bayes Models
0 Lessons 00:00:00 Hours
Advanced Machine Learning Algorithm: SVMs
0 Lessons 00:00:00 Hours
Advanced Machine Learning Algorithm: Neural Networks
0 Lessons 00:00:00 Hours
Ensemble Methods: Descent & Decision Forests
0 Lessons 00:00:00 Hours
Ensemble Methods: Boosting
0 Lessons 00:00:00 Hours
Introduction to Decision Trees
0 Lessons 00:00:00 Hours
Dimensionality Reduction
0 Lessons 00:00:00 Hours
Cross Validation
0 Lessons 00:00:00 Hours
Techniques for Improving Models
0 Lessons 00:00:00 Hours
Principles of Model Improvement
0 Lessons 00:00:00 Hours
Introduction to Machine Learning
0 Lessons 00:00:00 Hours
RoC Curves
0 Lessons 00:00:00 Hours
Classification
0 Lessons 00:00:00 Hours
Putting Regression Concepts Into Practice
0 Lessons 00:00:00 Hours
Regression
0 Lessons 00:00:00 Hours
Feature Engineering
0 Lessons 00:00:00 Hours
Data Preparation and Cleaning using Python
0 Lessons 00:00:00 Hours
Data Preparation
0 Lessons 00:00:00 Hours
Data Cleaning
0 Lessons 00:00:00 Hours
Exploratory Data Analysis for Classification
0 Lessons 00:00:00 Hours
Visualization for High Dimensions
0 Lessons 00:00:00 Hours
Exploratory Data Analysis for Regression
0 Lessons 00:00:00 Hours
Requirements
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Description

Welcome to the Microsoft Future Ready: Principles of Machine Learning with Python Programming Course. This activity introduces you to the course outline and the learning outcomes of this course.    

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