Machine Learning Course in Noida

Machine Learning Training and Certification Program – An Overview

Machine learning is one of the advanced concepts in the field of machines and computation. Machine learning and artificial intelligence products are most widely used nowadays at present in daily life activities. Once completing the Machine learning training course in Noida, the aspirants will know how to load and process the image and text, self-improve Artificial Intelligence for a different purpose, and many more. Machine learning certification in Noida is best suited for freshers who need to kickstart their careers as AI programmers, data scientists, machine learning engineers.

The ML course in Noida is also best suited for aspirants who don’t have an idea of coding but have knowledge and skills in datasets and mathematics. Most researchers and experts have stated that the market of Machine learning is expected to grow $8.81 billion by 2022. Top-notch companies like Amazon, Microsoft, Oracle, and Accenture are hiring Machine learning professionals for their companies. Different reports from top websites have analyzed and reported that ML and AI will have more than 2 million job opportunities by this year-end. An aspirant with machine learning skills will receive an average salary of about ₹693,846 per annum.

Syllabus of Machine Learning Course

Machine Learning Using R Training Syllabus

Module 1- Introduction to Data Analytics  (Duration: 04:00:00 hrs)

Objectives:

• This module introduces you to some of the important keywords in R like Business Intelligence, Business Analytics, Data, and Information.
• You can also learn how R can play an important role in solving complex analytical problems.
• This module tells you what is R and how it is used by giants like Google, Facebook, etc.
• Also, you will learn the use of ‘R’ in the industry, this module also helps you compare R with other software in analytics, install R and its packages.

Topics

• Business Analytics, Data, Information
• Understanding Business Analytics and R
• Compare R with other software in analytics
• Install R
• Perform basic operations in R using command line
• Learn the use of IDE R Studio
• Use the ‘R help’ feature in R

Click Here to Check Latest Updated – Machine Learning Interview Questions and Answers

Module 2- Introduction to R programming  (Duration: 03:00:00 hrs)

Objectives:

• This module starts from the basics of R programming like datatypes and functions.
• In this module, we present a scenario and let you think about the options to resolve it, such as which datatype should one to store the variable or which R function that can help you in this scenario.
• Will cover the basics of data types and conversion between them

Topics

• Variables in R
• Scalars
• Vectors
• Matrices
• List
• Data frames
• Using c, Cbind, Rbind, attach and detach functions in R
• Factors

Module 3- Data Manipulation in R  (Duration: 04:00:00 hrs)

Objectives:

• In this module, we start with a sample of a messy dataset and perform Data Cleaning on it, resulting in a dataset, which is ready for any analysis.
• Before starting any analysis data cleaning is the first process to do

Topics

• Data sorting
• Find and remove duplicates record
• Cleaning data
• Recoding data
• Merging data
• Slicing of Data
• Merging Data
• Apply functions

Module 4- Data Import techniques in R (Duration: 04:00:00 hrs)

Objectives:

• This module tells you about the versatility and robustness of R which can take-up data in a variety of formats, be it from a csv file
• This module teaches you various data importing techniques in R.

Topics

• Reading and writing flat files – text,csv,Excel
• Reading Techniques in R
• How to connect mysql with R
• Saving and loading R format

Module 5 – Loops and Date (Duration: 04:00:00 hrs)

This module tells you the concepts of loop technique. From this, we can automate anything in R and give the enhancement to your code

Dates will come in any format so that converting the dates, difference and slicing date information is most important in real-time

Topics

• For loop
• While loop
• If loop
• Break and continue
• How to convert to date format
• How to slice dates information (Year, Quarters, Months, Days, Hours etc..,)
• How to get difference between two days (Year, Quarters, Months, Days, Hours)

Module 6 – Exploratory Data Analysis (Duration: 05:00:00 hrs)

Objectives:

• In this module, you will learn that exploratory data analysis is an important step in the analysis.
• EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis. You will also learn about the various tasks involved in a typical EDA process.

Topics

• Box plot
• Histogram
• Doughnut graph
• Pie graph
• Line chart
• Scatterplot

Module 7 – Statistics and Machine Learning – Regression and Classification (Duration: 12:00:00 hrs)

Objectives:

• This module touches the base of Descriptive and Inferential Statistics and machine learning concepts
• All algorithm explained by –  what is the mathematics behind for that, how it is getting different from other algorithm, which scenario want to apply, how to interpret with R and what insights getting from final result

Statistics Topics

• Probability
• Hypothesis Testing – Null Hypothesis and Alternate Hypothesis
• Standard deviation and Variance
• Outliers – Detection and Replacement method
• Correlation
• T test- Unpaired and Paired
• Chi square
• Anova

Machine Learning Topics

• Linear Regression
• Multiple Regression
• Logisitic Regression
• Naïve Bayes Classifier
• Variable selection on model
• K means Clustering
• Decision Tree
• SVM
• Time series forecasting

Module 7- Project work (Duration: 08:00:00 hrs)

• 3 Real-time projects

Upcoming Batch Schedule for Machine Learning Course in Noida

Besant Technologies provides flexible timings to all our students. Here are the Machine Learning Certification Courses in Noida Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

• 16-12-2024 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 19-12-2024 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 14-12-2024 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees

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Trainer Profile of Machine Learning

Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.

• More than 7+ Years of Experience.
• Trained more than 2000+ students in a year.
• Strong Theoretical & Practical Knowledge.
• Certified Professionals with High Grade.
• Well connected with Hiring HRs in multinational companies.
• Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
• Trainers have Experienced on multiple real-time projects in their Industries.
• Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc

Machine Learning Exams & Certification

Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

Key Features of Machine Learning Course

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