What you'll learn:
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Get an understanding of Elementary and Advanced Statistical Techniques
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Understand Machine Learning Techniques
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Write Programs in R
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Apply Statistical and Machine Learning Techniques Using R
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Solve real-life business problems using Machine Learning and R
Course offers:
- Personalized live classes and feedback.
- Doubt removal sessions
- One on one Live interactive sessions by our team of experts.
- Daily assignments
- 24x7 immediate customer support
Requirements:
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Basic Programming Knowledge in any language
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Understanding of Basic Mathematical Techniques
Course content:
Duration : 50h
- Basic Statistics – Central Tendency and Dispersion
- Introduction to Probability Theory
- Probability Theory Applications
- Probability Distributions – Discrete
- Probability Distributions – Continuous
- Sampling Theory Introduction
- Estimation Theory - Introduction
- Estimation Theory Applications
- Testing of Hypothesis – Introduction
- Parametric Tests – Large and Small Sample Tests
- Non-Parametric Tests – Chi-square
- Correlation and Simple Linear Regression
- Multiple Linear Regression
- Logistic Regression
- Machine Learning Introduction
- Supervised Learning
- Unsupervised Learning
- Supervised Classifiers – Decision Tree, Random Forest
- Supervised Classifiers – Naïve Bayes, SVM
- R Introduction
- Basic Programming in R
- Statistical Analysis using R
- Machine Learning using R
- Business Problem Solution – Part 1
- Business Problem Solution – Part 2
Projects you will do:
The R programming language includes functions that support linear modeling, non-linear modeling, classical statistics, classifications, clustering and more.
The R programming language includes functions that support linear modeling, non-linear modeling, classical statistics, classifications, clustering and more.
Description:
This is instructor-led online program where the students need to attend the 50 hours classes and also after that need to complete the exercises that will be given time to time.
Skills you will acquire:
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Statistical Analysis
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Machine Learning Techniques
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R Programming
Description:
This is instructor-led online program where the students need to attend the 50 hours classes and also after that need to complete the exercises that will be given time to time.
$257 $285 10% off
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