Machine Learning Training in Chennai

Are you excited to learn Machine Learning? BITA Academy provides the Best Machine Learning Training in Chennai to help students grasp the various algorithms and statistical methodologies used in an application to execute a task without human intervention. It is evident that it is an Artificial Intelligence (AI) application, and you will learn more about it when you learn Machine Learning with Python or R Training in Chennai.

What is Machine Learning?

The key to Machine Learning is identifying patterns in data and applying those patterns to predict the future. One example would be utilizing machine learning to detect credit card fraud. Potentially, data trends could be discovered in credit card transactions. This will assist you in determining whether a new credit card transaction is likely fraudulent. It should be highlighted that you can uncover data trends in an enterprise’s financial growth that will assist them in examining performance growth and products making the most sales in that quarter. There are many more, but the basic premise is that machine learning allows you to discover patterns in data and then use those patterns to forecast the future. 

Importance of Learning Machine Learning with Python or R

Machine Learning using R or Python is a robust and extensively used open-source data analysis software and programming environment. Companies worldwide utilize R as a critical tool for various types of analysis to gain vital insights from data and make critical choices. IT professionals who want to make a name for themselves in artificial intelligence should take a machine learning course. You will learn everything you need to know about crucial machine learning principles. At the end of this machine learning course, you will also learn to interact with data and extract crucial information using various R functions and constructs.

Syllabus of Machine Learning Training in Chennai

PART 1: Introduction

• An Overview about R Programming
• Why do we need R Programming?
• Why do we need to learn R Programming?
• How to Install R?
• Execute a Simple R Program
• Editors and IDE’s for R
• How to Install RStudio?
• An Overview of RStudio Desktop

PART 2: R Variables and Operators

• Variable
• Naming Convention
• Naming Guide
• How to Assign Variable?
• Environments and Variables
• Operators and Arithmetic Operators
• Special Numbers
• Logical Operators
• Vectorized Operations
• Types of Vectorized operations

PART 3: R Programming – Data Structures

• Introduction
• Data Structures in R Programming
• Atomic Vector
• Common Operations on Atomic Vectors
• Factor
• List
• Common Operation on Lists
• Data Frame
• Common Operation on Data Frames
• Matrix
• Common Operation on Matrices
• Array

PART 4: Deep Dive on R Programming– Functions

• Overview of Functions
• What is Function Components?
• Function Naming Guidelines
• What is Argument Matching?
• Arguments with Default Values
• Arguments using Ellipsis
• What is Lazy Evaluation?
• Multiple Return Values
• How to use Functions as Objects?
• What is Anonymous Function?

PART 5: Deep Dive on R programming – Flow Control

• How to use the following loops?

         -If

         -If-Else

         -Multiple If-Else

         -Switch

         -Vectorized If

         -Repeat with Break

         -Repeat with Next

         -While

         -For

PART 6: R Programming – Packages

• An Overview of R-Package
• How to Load R-Package?
• Machine Learning Demo Session
• How to Install R-Package?
• Demo Session on R-Package Installation Process
• How to Manage R-Package?

PART 7: R Programming– Import Data

• Explore Working Directory
• How to import CSV Files?
• How to import table?
• Import from URL?
• Import other File types
• How to Import Built-in Data Sets?
• How to Import from Database?
• Demo Session on Database import using RODBC Package

PART 8: Explore Data with R Programming

• Deep Dive on Data Types
• Overall Structure
• Analysis of Continuous Data
• What is Central Tendency (Mean)?
• What is Central Tendency (Median)?
• How to use Spread (Range)?
• Quartiles
• Box Plot
• How to create histogram?
• Analysis of Categorical Data
• Frequency Distribution
• Category Statistics

PART 9: Statistics

• What is Probability?
• Different Types of Hypothesis Testing?
• What is standard Deviation and Variance?
• Outliers – Detection and Replacement Method?
• What is Correlation?
• What is T test?
• Deep Dive on Chi Square and Anova

PART 10: Machine Learning Training

• Deep Dive on Different Types of Regression
• What is Naïve Bayes Classifier?
• Variable Selection on Model
• K means Clustering
• What is Mean Shift Clustering?
• Principal Components Analysis
• Decision Tree
• What is Time Series Forecasting?

Syllabus of Machine Learning using Python

You will learn the basics of Python along with Python Libraries and Deep dive on machine learning concepts, which will be covered in 30-40 hours duration. In addition, this machine learning course will help you to create a machine learning prediction solution and will introduce Python, the scikit-learn library, and the Jupyter Notebook environment. And you will be able to use Python and the scikit-learn library to create Machine Learning solutions. So it is important for one to learn advanced concepts of artificial intelligence through Machine Learning Training in Chennai from any best training centre.

Machine Learning Certification Training

Machine learning training and examinations can assist you in developing critical abilities and experience to show hiring supervisors. In addition to certifying your competence, certification examinations, and courses broaden your grasp of the mathematical ideas and resources you may use to construct machine-learning apps that address real-world issues. After completing the training, you will be eligible to take the exam—Sign up for Machine Learning Training in Chennai.

• Machine Learning with Python
• IBM Machine Learning Professional Certificate
• Professional ML Engineer Certification
• AWS Certified Machine Learning

Job Opportunities in Machine Learning 

Machine Learning assists company leaders in a much wiser way, allowing them to analyze various data patterns, such as financial growth and product growth, to make critical decisions that provide high business value. Because other organizations do things faster, better, and cheaper, business executives crave their solutions. This is positive since corporate leaders have the resources to fund those solutions. Machine learning is vital to software developers because it allows them to create better applications. 

Machine learning can assist you in developing more intelligent applications. Even if you do not build the models, you can use them in programming. And Data Scientists adore machine learning since it deals with fundamental topics such as statistics, which aid in data analysis. As a result, you will be paid well as an IT engineer. Machine Learning Engineer salaries in India range from 3.0 Lakhs to 20.7 Lakhs per year, with an average yearly income of 6.5 Lakhs—Signup for Machine Learning Training in Chennai.

The following are the job positions in Machine Learning

• ML Engineer
• Senior ML Engineer
• ML Scientist
• Chatbot Developer
• Data Scientist