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About Course

Course modules for Machine Learning Course by GangBoard in Melbourne have been prepared by GangBoard experts who have many years of working experience in the industry. The syllabus of Machine Learning Training by GangBoard in Melbourne resonates with the current demands of industry and hence this Machine Learning Training by GangBoard in Melbourne will help you become a successful Machine Learning Professional.GangBoard awards Certification to those who successfully complete the training. GangBoard certificates hold significance as they are recognized by all top companies and stand for competence and quality. As a Machine Learning Engineer you will be able to earn $146,085 per annum.

Machine Learning Course by GangBoard in Melbourne represents an all-inclusive program for those who want to gain mastery over several aspects of Machine Learning. In Machine Learning Certification Training by GangBoard in Melbourne, you will learn about various modules of Machine learning, SVM or Super Vector Machines and work on some of the best practices utilized in industry related to Machine Learning.

What will you learn in Machine Learning Training in Melbourne?

You will learn about the following concepts in Machine Learning Training by GangBoard in Melbourne:

  • Use of data for machine training
  • Artificial Neural Networks
  • Logistic and Linear regression
  • Support Vector Machines
  • Machine Learning System design
  • Data modelling and Principal Component Analysis

Who should go for Machine Learning Certification Training in Melbourne?

If you want to make a career in Machine Learning domain, Machine Learning Training by GangBoard in Melbourne is ideal for you. Machine Learning Training by GangBoard in Melbourne should also be taken up by analytics professionals, Data Scientists, professionals of search engine domains and e-commerce etc.

What are the prerequisites for Machine Learning Training in Melbourne?

There are no prerequisites for Machine Learning Training by GangBoard in Melbourne. Anybody who wants to learn Machine Learning can take up Machine Learning Training by GangBoard in Melbourne without any prior skills.

What are Machine Learning job opportunities in Melbourne?

Due to Australia’s economy, Machine Learning jobs are the highest paid in the world. All IT-jobs that exist are mostly located in Melbourne. Due to this, Machine Learning job opportunities are growing in Melbourne. If you are skilled Machine Learning engineer you can easily increase the profit of the company. Melbourne is one of the best places to make your career grow as Machine Learning Certified professional.

What is Machine Learning market trend in Melbourne?

Australian scenario for Machine Learning jobs in Melbourne has been the best. Now with the booming IT sectors it is more certain than before. Companies are looking for Machine Learning certified professionals with the right skills and knowledge to apply in the industry oriented scenarios. With Machine Learning Training by GangBoard in Melbourne you will make your mark in this domain and take your career to new heights.

Why you should take up Machine Learning Training in Melbourne?

Machine Learning has been one of the prominent domains. Machine Learning concepts are being deployed in almost all organizations. Search engines and self-driving cars are some of the examples of applications of Machine Learning. Machine Learning has made our lives simpler. Machine Learning Training by GangBoard in Melbourne will help you excel in your career and seize the best jobs in the industry.

What you'll learn from this course?

  • Introduction to Data Analytics
  • Introduction to R programming
  • Data Manipulation in R
  • Data Import techniques
  • Exploratory data Analysis
  • Data Mining: Clustering techniques, Regression & Classification
  • Anova & Sentiment Analysis
  • Data Mining: Decision Trees and Random Forest
  • Project work
  • Basics of Statistics & Linear & Logistic Regression

Upcoming Batches for Machine Learning Training in Melbourne

Our Machine Learning Online Course gives students the opportunity to take classes on your flexible timings. Choose from a number of batches as per your convenience. If you got something urgent to do, reschedule your batch for a later time. The classes can be attended to at any place and at any time as per your choice.

13-01-2024 Saturday (Saturday - Sunday)Weekend Regular 11:00 AM (IST) (Class 3Hrs) / Per Session 15-01-2024 Monday (Monday - Friday)Weekdays Regular 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session 11-01-2024 Thursday (Monday - Friday)Weekdays Regular 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session

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Machine Learning Training Syllabus

Module 1- Introduction to Data Analytics

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 the giants like Google, Facebook, etc.
  • Also, you will learn 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

Module 2- Introduction to R programming

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.
  • You will also learn how to apply the ‘join’ function in SQL.

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

Objectives:

  • In this module, we start with a sample of a dirty data set and perform Data Cleaning on it, resulting in a data set, which is ready for any analysis.
  • Thus using and exploring the popular functions required to clean data in R.

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

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 to the data scraped from a website.
  • This module teaches you various data importing techniques in R.

Topics

  • Reading Data
  • Writing Data
  • Basic SQL queries in R
  • Web Scraping

Module 5- Exploratory data Analysis

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
  • Pareto charts
  • Pie graph
  • Line chart
  • Scatterplot
  • Developing Graphs

Module 6- Basics of Statistics & Linear & Logistic Regression

Objectives:

  • This module touches the base of Descriptive and Inferential Statistics and Probabilities & ‘Regression Techniques’.
  • Linear and logistic regression is explained from the basics with the examples and it is implemented in R using two case studies dedicated to each type of Regression discussed.

Topics

  • Basics of Statistics
  • Inferencial statistics
  • Probability
  • Hypothesis
  • Standard deviation
  • Outliers
  • Correlation
  • Linear & Logistic Regression

Module 7- Data Mining: Clustering techniques, Regression & Classification

Objectives:

  • Linear and logistic regression is explained from the basics with the examples and it is implemented in R using two case studies dedicated to each type of Regression discussed.
  • The two Machine Learning types are Supervised Learning and Unsupervised Learning and the difference between the two types.
  • We will also discuss the process involved in ‘K-means Clustering’, the various statistical measures you need to know to implement it in this module.

Topics

  • Introduction to Data Mining
  • Understanding Machine Learning
  • Supervised and Unsupervised Machine Learning Algorithms
  • K- means clustering

Module 8- Anova & Sentiment Analysis

Objectives:

  • This module tells you about the Analysis of Variance (Anova) Technique.
  • The algorithm and various aspects of Anova have been discussed in this module
  • Additionally, this module also deals with Sentiment Analysis and how we can fetch, extract and mine live data from Twitter to find out the sentiment of the tweets.

Topics

  • Anova
  • Sentiment Analysis

Module 9- Data Mining: Decision Trees and Random Forest

Objectives:

  • This module covers the concepts of Decision Trees and Random Forest.
  • The algorithm of Random Forests is discussed in a step-wise approach and explained with real-life examples.

Topics

  • Decision Tree
  • Concepts of Random Forest
  • Working of Random Forest
  • Features of Random Forest

Module 10- Project work

  • 2 Real-time projects

Are you Looking for Customized Syllabus

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Program Features

IT Professionals as Trainers

Learning a technology with a professional who is well expertise in that solve 60% of your needs.

Fully Hands-on Training

We support any training should be more practical apart from theoretical classes. So, we always gives you hands-on training.

Affordable Fees

We are dead cheap in fees. We are having options to make the payment in instalments as well if needed.

10000+ old students to believe

We satisfied 10000+ students from the day we started GangBoard. Take a look of our old student’s video reviews and it says all.

Counselling by Experts

If you are in dilemma to choose a course, we are having experts in counselling team to help you with perfect projection of your career.

Own Course Materials

We have every course material to understand which is prepared by our trainers and we will share with you after session completes.

FAQ

How I can practise?
Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.
No worries. It might happen. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. And if required you can even attend that topic if any other live batches.
Top-notch professionals in that field who understands how to convey things in technical as well as subject matter experts.
We offer this course in “Live Instructor-Led Online Training” mode. Through this way you won’t mess anything in your real-life schedule. You will be shared with live meeting access while your session starts.
You can get a sample class recording to ensure you are in right place. We ensure you will be getting complete worth of your money by assigning a best instructor in that technology.
We are absolutely loved to talk in-person about group training (or) corporate training. So, please get in touch with our team through “Quick Enquiry”, “Live Chat” or “Request Call-back” channels.
Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email. Debit Card / Credit Card, American Express, Master Card, or PayPal.
You can reach us through +91-9707240250. Or you can share your queries through enq@gangboard.com. Estimated turnaround time will be 24 hours for emails.

Machine Learning Exams & Certification

GangBoard 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 GangBoard 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.

5000

Total Number of Reviews

4.57

Aggregate Review Score

97%

Course Completion Rate

At the End of our Machine Learning Online Course, you will be assigned to work real-time projects. Once you completed the project with expected results we will verify and issue a globally recognized Machine Learning Course Completion Certificate from GangBoard. 

Machine Learning Certification Training in Melbourne Reviews

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