How to Get Queries Resolved
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Problem Statement
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Caret package in R
- Learn how to streamline the
model training process for complex regression and classification
problems
using Caret package in R
Created by Selva Prabhakaran
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25 Video Lessons
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English
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English captions
Validity Period: 365 days
Already Subscribed? Click here to access your courses
- Course Certificate
- Code Walkthroughs
- Practice Data
- Money Back if not satisfied
- Algorithms explanation
- 2h 26m of Self-paced videos
- Downloadable resources
- Q&A sessions with experts
What you will learn
01
Data Processing
02
Data Transformation
03
Exploratory Data Analysis
04
Feature Selection
05
Genetic Algorithms
06
Machine Learning Algorithms
07
Hyperparameter Tuning
Course Curriculum
9 Modules | 29 Sessions | 1 hr 50 min Total Time
Overview
Sessions: 4 | Time: 9 min
Data Processing
Sessions: 3| Time: 19 min
Data Transformation
Sessions: 3| Time: 9 min
EDA
Sessions: 2| Time: 10 min
Feature Selection
Sessions: 3| Time: 7 min
Genetic Algorithms
Sessions: 3| Time: 18 min
Annealing Algorithm
Sessions: 3| Time: 12 min
ML Algorithms
Sessions: 3| Time: 11 min
ML Model Improvement
Sessions: 5| Time: 15 min
Requirements
- Basic Maths and Logical Reasoning
- Curiosity about Data Science
- Learning Mindset
Who should attend this course?
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Future Data Scientists and ML Engineers
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Product Managers, Program Managers, Scrum Masters working in ML/Data science project
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Software/Data engineers interested in quantitative analysis
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Software engineers interfacing with data science team
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Executives who have to lead or interact with Data Scientists
Instructor
Selva Prabhakaran Principal Data Scientist
My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last
10 years of my data science experience I’ve deployed 20+ global products. I’m
also the Founder & Chief Author of Machine Learning Plus, which has over 4M
annual readers.
I specialize in covering the in-depth intuition and maths of any concept or
algorithm. And based on my existing student requests, I’ve put up the series of
courses and projects with detailed explanations – just like an on the job
experience. Hope you love it!
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4.5+Instructor rating
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200+ reviews
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10K+students
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15+ Courses
Validity Period: 365 days
Already Subscribed? Click here to access your courses
- Workshop Certificate
- Code Walkthroughs
- Practice Data
- Money Back if not satisfied
- Algorithms explanation
- 2h 26m of Self-paced videos
- Downloadable resources
- Q&A sessions with experts