Sign In
    Saved
      Sign In
      Saved

Boosting Machine Learning Models In Python

Home / Simpliv / Boosting Machine Learning Models In Python
Certification

Boosting Machine Learning Models In Python

Make the most of ensemble techniques in Python to optimize your machine learning models.

2 Coupons Available

Login To View All

Description

View More

Features

This course includes

Level
Beginner
Instruction Type
Self Paced
Delivery Method
Online
Available on
Mobile, Desktop, Laptop
Accessibility
Lifetime Access
Language
English
Subtitles
English

Careervira Take

View More

Course Credibility

View More

Pedagogy

View More

Hands-on training

View More

Career impact

View More

Pricing

View More

Assessment

View More

Skills

Unsupervised LearningSupervised LearningMachine Learning ModelsDecision TreeMachine LearningData Analysis

Learning Goals

Discover and use the main concepts behind ensemble techniques and learn why they are important in applied machine learning
Learn how to use bagging to combine predictions from multiple algorithms and predict more accurately than from any individual algorithm
Use boosting to create a strong classifier from a series of weak classifiers and improve the final performance
Explore how even a very simple ensemble technique such as voting can help you maximize performance
Also learn a powerful and less well-known stacking technique, where you combine different models with another machine learning algorithm to focus on distinctive features of your dataset for each individual mode
Evaluate which ensemble technique is good for a particular problem
Train, test, and evaluate your own XGBoost models

Course Content

Expand All Sections

Prerequisites/Requirements

If you are a Pythonista, a machine learning developer, or a data scientist and want to boost the operational performance of your ML models using ensemble techniques, then this course is for you

Target Audience

Students
Degree Holders
Mid-Career Professionals
Professional Learners
Pythonista
Machine Learning Developer
Data Scientist

Instructors

Profile Image

Jakub Konczyk

Author

View More

Course Overview

Instructor-Moderated Discussions

Post course interactions

International faculty

Percent Icon

2 Coupons Available
Get Upto 10% - 15% Discount

0