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About AI Certification Online Training

Concepts like Data Science, machine learning, deep learning, neural networks, perceptron in neural networks, programming languages for AI, building predictive models, natural language extraction, image, and video processing, enabling conversational communication, vectorization, backpropagation in training networks, binary classification, and more are taught in the course. Businesses across sectors are developing Artificial Intelligence systems to provide better products and services. There is a shortage of AI experts to handle the demand. Hefty salaries will come your way of you are a good AI expert. According to payscale.com, in Singapore, an AI specialist can earn anywhere between S Dollar 50k and S Dollar 100k.

AI Training Course in Singapore is a job oriented training course. You will get industry-recognized AI certification and placement assistance with the course. From basic concepts to the advanced, the what, why, and how of Artificial Intelligence will be taught in the course. You will learn the various applications, challenges, and ethics of using Artificial Intelligence. The trainers of this course are AI professionals with subject matter expertise and 5 to 8 years of hands-on experience. The hands-on training will help you master AI programming, machine learning, other programming languages for AI, neural networks, deep learning, natural language processing, image, and video processing, etc. This technical know-how will enhance your skillset and make you an AI expert and an expert in Data Science. At the end of the course, you will have a comprehensive understanding of AI and valid AI certification in Singapore. You will gain the necessary skills to become an AI expert for any industry, be it automobile, communication, advertising, retail, robotics, health, technology, etc.

What you will learn in this AI Training in Singapore?

AI course in Singapore is a comprehensive course to date. Artificial Intelligence encompasses computer science, neuroscience, data science, natural language processing, maths, psychology, machine learning, and other disciplines. In this course, you will learn various concepts of AI and will get training from a certified live instructor on applying these concepts to solve problems. You will learn about:

  • What and why of Artificial Intelligence
  • How to use data to train neural networks
  • Learn about deep learning in AI
  • How natural language processing is carried out
  • Python programming for AI
  • Deep mining using AI

Furthermore, this certification will provide you with deep knowledge to clear

  • Tableau Desktop Associate Examinations
  • SAS Certified Base Programmer Examinations

You will be awarded AI Professional Certification on successful completion of the course.

Objectives of AI Course in Singapore?

AI training course in Singapore is an integrated course involving AI, Data Science, Machine learning, and Deep Learning. The AI classes will enable you to implement various tools and models in a real-world scenario. With real-time training, the course will impart training in Python programming language. You will learn to use Python libraries, advanced neural networks, using statistics for Data Science, etc., to develop an AI system. The course offers 24/7 live support for you to train at your own pace and sharpen your skills. Artificial Intelligence is already taking over many aspects of a business. In the future, it will have a profound impact on everyday lives. It is being deployed in varied industries from healthcare to agriculture. To have the requisite skills in AI along with certification will give you an extra edge and provide you an opportunity to have an exciting career in the AI field.

The main objectives of AI training in Singapore are:

  • Impart knowledge of Artificial Intelligence, Programming languages, etc.
  • Application-oriented training for real-world problem-solving.
  • Make you industry-ready and job-ready.
  • Project support for practical understanding of AI.

Who should attend this AI Training Course in Singapore? AI Certification Training in Singapore is for those looking for an exciting career in AI. The training institute offers AI classes for both online and offline learners. Live classroom training and live online training are available. • Beginners who are interested to learn about AI. • Those looking to improve their AI skillset. • Business leaders who want to understand AI system development. • Individuals who are passionate to become an AI expert.

What are the prerequisites for learning AI Training Course?

AI training course in Singapore is for everyone. Even a beginner with no prior knowledge of AI can take the course. But, some prerequisites will enable you to understand the subject quickly. They are:

  • Basic knowledge of linear algebra, calculus, statistics, and probability.
  • Knowledge of predictive logic.
  • Training in a programming language.
  • Usage of databases.

What are the AI job opportunities in Singapore?

Singapore is the hub for global companies and start-ups. AI has become the go-to tool for businesses to increase their revenues. This opens up a plethora of job opportunities for you like:

  • AI Developer
  • AI Scientist
  • AI Engineer
  • Data Scientist
  • Machine Learning Specialist
  • Predictive Analyst
  • Data Analyst

And more such jobs related to Artificial Intelligence system development open up as AI systems evolve and spread across industries.

What you'll learn from this course?

  • Introduction of python
  • Data types in python
  • Loops and expression in python
  • Load and export files in python
  • user-defined function in python
  • Exception handling in python
  • Working pandas in python
  •  Data science
  • Machine Learning
  • Ensemble method Techniques

Upcoming Batches for AI Certification Training

Our Artificial Intelligence Online Certification 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.

18-11-2023 Saturday (Saturday - Sunday)Weekend Regular 11:00 AM (IST) (Class 3Hrs) / Per Session 20-11-2023 Monday (Monday - Friday)Weekdays Regular 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session 23-11-2023 Thursday (Monday - Friday)Weekdays Regular 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session

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AI Certification Training Syllabus

Session 1: Introduction of python

  • Why do we need Python?
  • Program structure

Execution steps

  • Interactive Shell
  • Executable or script files
  • User Interface or IDE

Session 2: Data types in python

Memory management and Garbage collections

  • Object creation and deletion
  • Object properties

Data Types and Operations

  • Numbers
  • Strings
  • List
  • Tuple
  • Dictionary
  • Other Core Types

Session 3: Loops and expression in python

Statements and Syntax

  • Assignments, Expressions and prints
  • If tests and Syntax Rules
  • While and For Loops
  • Iterations and Comprehensions

Session 4: Load and export files in python

File Operations

  • Opening a file
  • Using Files
  • Find and replace

Session 5: user defined function in python


  • Function definition and call
  • Function Scope
  • Arguments
  • Function Objects
  • Anonymous Functions

Session 6: Exception handling in python

Exception Handling

  • Default Exception Handler
  • Catching Exceptions
  • Raise an exception
  • User defined exception

Session 7: Working pandas in python

Advanced Concepts

Pandas Section

  • Python Pandas – Introduction
  • Introduction to Data Structures
  • Python Pandas – Series
  • Python Pandas – Data Frame
  • Python Pandas – Basic Functionality
  • Python Pandas – Descriptive Statistics
  • Python Pandas – Indexing and Selecting Data
  • Python Pandas – Function Application
  • Python Pandas – Reindexing
  • Python Pandas – Iteration
  • Python Pandas – Sorting
  • Python Pandas – Working with Text Data
  • Python Pandas – Options and Customization
  • Python Pandas – Missing Data
  • Python Pandas – GroupBy
  • Python Pandas – Merging/Joining
  • Python Pandas – Concatenation
  • Python Pandas – IO Tools
  • Python Pandas – Comparison with SQL
  • Python Pandas – Dates Conversion

Session 8: Data science

Data Science and AI

All the topics in data science will covered with following concept:

✓ Mathematics beside of each model

✓ Which scenario we want to use particular algorithm

✓ How to apply it in tool

✓ Inferential thing of each model

✓ Difference between each model

  • Introduction to Machine Learning & Predictive Modelling
  • Major Classes of Learning Algorithms -Supervised vs Unsupervised Learning


  • Standard Deviation
  • Variance
  • Concept of hypothesis testing
  • T test
  • Chi square
  • Anova
  • Correlation
  • Probability
  • Outliers
  • Drop highly correlated features

Machine Learning

Supervised Learning – Classification

  • Support vector machines classifier
  • Naïve Bayes
  • Nearest Neighbour
  • Logistic Classification
  • Decision tree Classifier
  • Random forest classifier

Supervised learning -Regression

  • Linear Regression
  • Multiple Regression
  • Polynomial Regression
  • Exponential Regression
  • Decision tree Regression
  • Random forest Regression
  • Feature selection using regression

Unsupervised Learning -Clustering

  • K means clustering
  • Hierarchical clustering

Ensemble method Techniques 

Introduction to Natural Language Processing
Pre-processing Text

  •  Get Synonyms from words
  • Bag of Words
  • Remove Punctuation
  • Remove Stop Words
  • Replace Characters
  • Stemming Words
  • Lemmatization with Python
  • Gender finder
  • Strip Whitespace
  • Tokenize Text
  • speech tagging
  • Sentence Segmentation

Convert Text to Speech in PythonDeep Learning

A subset of ML, Deep Learning (DL) is re-branding of neural networks- a class of models inspired by biological neurons in our brain.

Overview of neural network, ANN

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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.


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.

AI 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.


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At the End of our Artificial Intelligence 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 Artificial Intelligence Course Completion Certificate from GangBoard. 

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