Machine learning course bangalore
Posted by bavisthra on April 7th, 2020
SYLLABUS OF MACHINE LEARNING COURSES
Have you pondered over what machine learning is and what are the things that you will learn as part of the curriculum? Well, here is all that you need to know about what is the syllabus of machine learning courses.
INTRODUCTION TO MACHINE LEARNING
This would be an introductory module on machine learning, its basics and fundamentals and its prerequisites. It would help you understand what machine learning is, why it matters and how it works. It would include a brush up on your previous mathematical knowledge, statistical aptitude etc.
It would make you learn about the various data types, about introductory topics in statistics like measures of central tendency: mean, median and mode, probability and its distribution, dispersion and related topics. It would also include box plots, grouping of data using various statistical techniques, sampling variation and so much more.
R- A PROGRAMMING LANGUAGE
You would also be introduced to R and R Studio. R is used by statisticians and data miners to develop software to aid in data analysis, graphics and statistics computing and simplification. It provides a variety of functions for the same and is relatively easier to grasp. Therefore, a course on machine learning course would make you adept in R as a programming language and the use of R Studio.
The Python is a computer programming language that is famous for its speed in solving near about any computer problem. It is quicker, more extensible and is suited for larger and complex projects which it can do with ease and finesse. The module would include a study on the installation and the basic commands. Thus, a course on machine learning would teach you about Python and its nitty gritty.
Every statistical hypothesis needs to be tested to check its relevance. Hypothesis testing is used to analyze the statistical data. The methodology differs because of the nature of the data, the motive behind said testing and many other factors. So, a machine learning course would include in its syllabs
an introduction to hypothesis testing and forms of testing: parametric and non-parametric
A course on machine learning would provide you knowledge on linear regression: simple regression and multiple regression, scatter diagram, its analysis, the principles and fundamentals to be kept in mind while doing regression. Linear Regression is basically a model of relationship derives as an outcome of statistical analysis between scalar response or dependent variable and explanatory variable or dependent variable.
The course would also include what is logistical regression and its principles, its types and analysis techniques. Logistic Regression is extremely useful in machine learning as it helps in assessing a relationship when the dependent variable is binary.
Besides this, the course would give you a comprehensive understanding of multinomial regression, adv regression and so much more. Machine learning is a must given the data boom that is going on currently in the world.
ExcelR’s machine learning training in Bangalore provide a recognized and an extremely useful machine learning course. It is a great opportunity since after the completion of the course, many doors would be open to you and you will be able to carve out a niche for yourself in the world.
Study Machine Learning Course Bangalore with ExcelR where you get a great experience and better knowledge.
Also See: Machine Learning, Learning Course, Programming Language, Linear Regression, Regression, Machine, Learning
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