All Courses
×
Pravartak

Machine Learning Training Course in Singapore

83,447 Ratings

This comprehensive Machine Learning course in Singapore is designed to provide you with mastery of Machine Learning with Python, ML algorithms, probability, MLOps, Git, and more. Acquire knowledge from industry experts as you engage in real-time projects and case studies during this Machine Learning certification training in Singapore.

Ranked #1 Machine Learning Training by India TV

In Collaboration With
08-Microsoft
IITM-Research

Watch

Course Preview

ML Course Key Features

50+ Live sessions across 7 months
218 Hrs Self-paced Videos
200 Hrs Project & Exercises
Learn from IIT Madras Faculty & Industry Practitioners
1:1 with Industry Mentors
Resume Preparation and LinkedIn Profile Review
Campus Immersion at IITM Research Park
24/7 Support
Trustpilot 3109
sitejabber 1493
mouthshut 24542

Machine Learning Course in Singapore Overview

What are the prerequisites for taking up this Machine Learning training in Singapore?

Anybody can join these Machine Learning course classes in Singapore regardless of whether they have prior know-how of the technology or not.

Our ML course, one of the leading Machine Learning courses in Singapore, is designed for:

  • Professionals in the Analytics, Data Science, e-commerce, and search engine domains
  • Working professionals who are looking for a career switch
  • Fresh graduates

The world-class technology hub in Asia, the city-state of Singapore is one of the largest developers of software, competing with various US cities. The world’s top software companies have most of their operations in this city, making it a preferred career spot on the world map, all due to its immense job placements. Trained Machine Learning professionals must utilize the opportunities offered in this city by analyzing these market conditions. Our Machine Learning with Python training in Singapore is curated to assist the learners for this purpose.

The global financial center, Singapore is a host to a whole lot of blooming technology players, and when it comes to AI and Machine Learning, this city is very promising for trained and certified ML professions to grab top jobs. Coupled with the Python programming language, Machine Learning has redefined traditional beliefs and has designed thought-driven novel technologies. This is the very reason why it has gained immense prominence in Singapore. Hence, this city promises ample opportunities to those candidates who have sound knowledge in Machine Learning with Python.

  • As per Indeed, the average income of Machine Learning Engineers is US$140,579 per annum in the United States
  • There are over 7332 Machine Learning jobs available on LinkedIn in India alone
  • The growth rate of Machine Learning jobs is about 350%!
  • Automation is the trending face of technology

In the world we live in today, ML has proved itself to be among the hottest and demanding technologies available out there.

Hence, by leveraging our Machine Learning online training, you will be exposed to numerous high-paying job opportunities.

View More

Talk To Us

We are happy to help you 24/7

Machine Learning engineers rank among the top emerging jobs. - LinkedIn
The global Machine Learning market is expected to reach USD 8.81 billion by 2022, at a Compound Annual Growth Rate (CAGR) of 44.1% - MarketsandMarkets

Career Transition

57% Average Salary Hike

$1,14,000 Highest Salary

12000+ Career Transitions

300+ Hiring Partners

Career Transition Handbook

*Past record is no guarantee of future job prospects

Meet Your Course Mentors

18+ Key Skills You'll Master

Python

Data Science

Data Analysis

AI

GIT

MLOps

Data Wrangling

SQL

Story Telling

Machine Learning

Prediction algorithms

NLP

PySpark

Model

Data visualization

Speech Recognition

Reinforcement Learning

Recommendation Systems

View More

11+ Essential Tools You'll Learn

python jupyter Scipy numpy pandas matplotlib tensorflow SQL tableau excel git PowerBI
View More

Machine Learning Course Fees in Singapore

Self Paced Training

  • 218 Hrs e-learning videos
  • Resume Preparation and LinkedIn Profile Review
  • Campus Immersion at IITM Research Park

$211

Online Classroom Preferred

  • Everything in Self-Paced Learning, plus
  • 50+ Live sessions across 7 months of Instructor-led Training
  • One to one doubt resolution sessions
  • Attend as many batches as you want for Lifetime
  • Job Assistance
Weekend (Sat - Sun)

12 Oct 2024 08:00 PM - 11:00 PM
Weekend (Sat - Sun)

19 Oct 2024 08:00 PM - 11:00 PM
Weekend (Sat - Sun)

26 Oct 2024 08:00 PM - 11:00 PM
Weekend (Sat - Sun)

02 Nov 2024 08:00 PM - 11:00 PM
$1,229 10% OFF Expires in

Corporate Training

  • Customized Learning
  • Enterprise Grade Learning Management System (LMS)
  • 24x7 Support
  • Enterprise Grade Reporting

Contact Us

Machine Learning Course Syllabus

Live Course Industry Expert Academic Faculty

Module 1 – Preparatory Session - Python

Preview

Python 

  • Introduction to Python and IDEs
  • Python Basics
  • Object Oriented Programming
  • Hands-on Sessions And Assignments for Practice
Download Brochure

SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.
Download Brochure

Extract Transform Load

  • Web Scraping, Interacting with APIs

Data Handling with NumPy

  • NumPy Arrays, CRUD Operations, etc.
  • Linear Algebra – Matrix multiplication, CRUD operations, Inverse, Transpose, Rank, Determinant of a matrix, Scalars, Vectors, Matrices.

Data Manipulation Using Pandas

  • Loading the data, data frames, series, CRUD operations, splitting the data, etc.

Data Preprocessing

  • Exploratory Data Analysis, Feature engineering, Feature scaling, Normalization, standardization, etc.
  • Null Value Imputations, Outliers Analysis and Handling, VIF, Bias-variance trade-off, cross-validation techniques, train-test split, etc.

Data Visualization

  • Bar charts, scatter plots, count plots, line plots, pie charts, donut charts, etc. with Python matplotlib.
  • Regression plots, categorical plots, area plots, etc, with Python seaborn.
Download Brochure

Descriptive Statistics – 

  • Measure of central tendency, the measure of spread, five points summary, etc. 

Probability 

  • Probability Distributions, Bayes’ theorem, central limit theorem. 

Inferential Statistics –  

  • Correlation, covariance, confidence intervals, hypothesis testing, F-test, Z-test, t-test, ANOVA, chi-square test, etc.
Download Brochure

Introduction to Machine Learning 

  • Supervised, Unsupervised Learning.
  • Introduction to scikit-learn, Keras, etc.

Regression 

  • Introduction classification problems, Identification of a regression problem, dependent and independent variables.
  • How to train the model in a regression problem.
  • How to evaluate the model for a regression problem.
  • How to optimize the efficiency of the regression model.

Classification 

  • Introduction to classification problems, Identification of a classification problem, and dependent and independent variables.
  • How to train the model in a classification problem.
  • How to evaluate the model for a classification problem.
  • How to optimize the efficiency of the classification model.

Clustering 

  • Introduction to clustering problems, Identification of a clustering problem, dependent and independent variables.
  • How to train the model in a clustering problem.
  • How to evaluate the model for a clustering problem.
  • How to optimize the efficiency of the clustering model.
Download Brochure

Supervised Learning 

  • Linear Regression
  • Logistic Regression
  • Decision Tree
  • Random Forest
  • Support Vector Machine
  • Gradient Descent
  • K-Nearest Neighbors
  • Time Series Forecasting

Unsupervised Learning 

  • K-means
  • Dimensionality reduction
  • Linear Discriminant Analysis
  • Principal Component Analysis
Download Brochure

Artificial Intelligence Basics 

  • Introduction to keras API and TensorFlow

Neural Networks

  • Neural networks
  • Multi-layered Neural Networks
  • Artificial Neural Networks 

Deep Learning

  • Introduction to Deep Learning
  • Deep neural networks
  • Convolutional Neural Networks 
  • Recurrent Neural Networks
  • GPU in deep learning
  • Autoencoders, Restricted Boltzmann machine
Download Brochure

The Data Science capstone project focuses on establishing a stronghold of analyzing a problem and coming up with solutions based on insights from the data analysis perspective. The capstone project will help you master the following verticals:

  • Extracting, loading and transforming data into usable format to gather insights. 
  • Data manipulation and handling to pre-process the data.
  • Feature engineering and scaling the data for various problem statements. 

Model selection and model building on various classification, and regression problems using supervised/unsupervised Machine Learning algorithms.

  • Assessment and monitoring of the model created using the Machine Learning models.
Download Brochure

Electives:

  • Power BI Basics
  • DAX
  • Data Visualization with Analytics
  • Hands-on Exercise
Download Brochure
  • Job Search Strategy
  • Resume Building
  • Linkedin Profile Creation
  • Interview Preparation Sessions by Industry Experts
  • Mock Interviews
  • Placement opportunities with 400+ hiring partners upon clearing the Placement Readiness Test.
Download Brochure
  • Excel Fundamentals
  • Excel For Data Analytics
  • Data Visualization with Excel
  • Excel Power Tools
  • Classification Problems using Excel
  • Information Measure in Excel
  • Regression Problems Using Excel
  • Hands-on Exercise
Download Brochure
View More

Machine Learning Training in Singapore Projects

Career Services

Career Services
guaranteed
Placement Assistance
job_portal
Exclusive access to Intellipaat Job portal
Mock Interview Preparation
1 on 1 Career Mentoring Sessions
resume
Career Oriented Sessions
linkedin
Resume & LinkedIn Profile Building
View More

Machine Learning Certification in Singapore

Advanced-Certification-in-Data-Science-and-AI Click to Zoom

As part of this ML program in Singapore, you will be engaged in various projects and assignments, which include real-world industry scenarios. This way, you can expedite your career effortlessly.

Intellipaat’s certificate will be issued once you successfully work on the projects (after expert review) and score at least 60 percent in the quiz.

You would be glad to know that Intellipaat’s certification training is recognized by more than 500 top MNCs, including Cisco, Ericsson, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered Bank, IBM, Infosys, Genpact, TCS, Hexaware, and more.

Machine Learning Online Course Reviews

( 83,447 )

Land Your Dream Job Like Our Alumni

Hiring-Partners

Machine Learning Course in Singapore FAQs

Why should I join this Machine Learning course in Singapore at Intellipaat?

Intellipaat provides comprehensive teaching in Machine Learning through hands-on projects and case studies. A few of the many reasons for choosing our ML training course includes the following:

  • You will learn various concepts such as ML using Python, classification techniques, linear and logistic regression, supervised and unsupervised learning, and more.
  • After successfully completing the lectures, you will be awarded Intellipaat’s certificate, which holds merit in 100+ MNCs across the world.
  • This program covers real-time ML projects and step-by-step tasks that are highly relevant in the corporate world. It also includes an extensive curriculum, created by industry experts.
  • Our certification training will allow you to compete for some of the best positions in the world’s leading MNCs for higher salaries.
  • We provide lifetime access to videos, resources and their free upgrades to the latest version, and 24/7 learning support.

This Machine Learning certification course is curated by industry experts who cover both basic and advanced concepts of this trending technology. Further, this program covers all the topics with the help of several real-life examples, which are extremely useful, especially for beginners.

Here, you will learn mathematics, statistics, etc. and then go on gaining in-depth knowledge of ML. So, if you are a beginner in this field and are aiming to pursue a career in it, then this is the best platform for you.

No doubt, Machine Learning is in high demand, and at the same time, employers need professionals who have the right skills for building applications for the future.

Here, at Intellipaat, we create our program by taking into consideration our learners come from varied backgrounds. So, we curate it from the basic level and gradually increase the difficulty level for you to easily grasp all the concepts taught as part of the program. Further, we make sure that, by the end of the program, your skills would be equivalent to 6-month experience in this technology.

As a part of our online certification training, we provide practice tests and assignments that will help you prepare for real-life examinations and jobs. These tests also let you assess yourself on what you have learned and how much you have grasped.

We are the leading course provider in Singapore. Our e-learning institute provides top courses in Artificial Intelligence, Data Science, R programming language, Data Analytics, and others to help you gain full control of your ML career path.

Among various other institutes that provide the python Machine Learning course online, Intellipaat offers it at the most reasonable and affordable rate. It provides two modes of training, namely, self-paced and online instructor-led.

Intellipaat’s self-paced Machine Learning program costs about US$160, where you will be able to learn from pre-recorded video lectures at your own pace. The online instructor-led one, on the other hand, costs about US$265. In this, you will attend live lectures from trainers, along with which you will receive access to the self-paced program as well. Hence, this program is extremely beneficial.

Upon enrolling in this program, you will gain immediate access to all the lectures and assignments. Additionally, Intellipaat offers lifelong access to the entire course material, enabling you to refer to it whenever necessary.

We meticulously choose instructors who are leading subject matter experts (SMEs) in the industry, possessing a minimum of 8 to 12 years of experience in the Machine Learning field. These highly qualified trainers are well-versed in the domains of Machine Learning and Artificial Intelligence. They undergo a thorough selection process, evaluating their domain knowledge and proficiency in training.

Intellipaat offers the facility of integrated labs that act as a platform for you to execute our industry-based projects. You will be guided through the steps so that you can easily deploy all the necessary tools and further execute the hands-on exercises successfully.

Intellipaat’s Machine Learning program provides material that comprises all the modules that are necessary to learn this popular technology. These pre-recorded video lectures and material are extremely effective as they allow you to complete the whole program at your own pace and take your time to learn the concepts thoroughly.

Yes, Intellipaat offers several group discounts for our classroom program, depending on the group size and type. To avail of the group discount for our Machine Learning advance course, you need to contact our course advisors, who will help you with all your doubts regarding the discount offers we provide.

Intellipaat accepts all major debit cards and credit cards. Besides, it offers all EMI options available for you to choose from at your convenience. You can speak to our advisors to get more details about different EMI options as well.

In the event that you miss a class, you can reach out to our support team for further assistance. They will help you arrange an additional session on the same topic, ensuring that you can catch up with the rest of the group. Furthermore, all sessions are recorded and shared with all participants through the LMS (Learning Management System). You can refer to these recorded sessions to catch up on any missed classes.

After successfully completing the entire program and executing all the given industry-based exercises and projects, you will receive the ML certificate from Intellipaat.

You can speak to our advisors for detailed information about ML, and they will help you select the best-suited one for you based on your skill set and work experience.

After completing this certification training, you will be awarded the certificate from us, which is valid for a lifetime.

Intellipaat’s certificate is recognized by over 500 top MNCs across the world, including companies such as Sony, Mu Sigma, Cisco, IBM, Standard Chartered Bank, TCS, Infosys, Ericsson, Genpact, Cognizant, etc.

As part of our career services, we conduct mock interviews and help in developing your resume and LinkedIn profile. Besides, we have a dedicated job portal where you can interact with recruiters and apply for job openings. Our job portal has more than 500 recruiters on-board, including some of the top companies such as Amazon, Flipkart, etc.

Intellipaat offers query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail yourself of email support for all your queries. We can also arrange one-on-one sessions with our support team If your query does not get resolved through email. However, 1:1 session support is given for 6 months from the start date of your course.

Intellipaat provides placement assistance to all learners who have completed the training and moved to the placement pool after clearing the PRT (Placement Readiness Test). More than 500+ top MNCs and startups hire Intellipaat learners. Our alumni work with Google, Microsoft, Amazon, Sony, Ericsson, TCS, Mu Sigma, etc.

No, our job assistance is aimed at helping you land your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final hiring decision will always be based on your performance in the interview and the requirements of the recruiter.

View More