Post Graduate Program in AI and Machine Learning, Singapore
Fast track your career with our comprehensive Post Graduate Program in AI and Machine Learning, in partnership with Purdue University and in collaboration with IBM. This AI and machine learning certification in Singapore will prepare you for one of the world’s most exciting technology frontiers.
- Next Cohort starts: 9 Jul, 2021Limited no. of seats available
- Program Duration: 12 monthsAt 5-10 hours/week
- Online BootcampLearning Format
World’s #1 Online Bootcamp
Program Overview
This Post Graduate Program in AI and Machine Learning in Singapore covers statistics, Python, machine learning, deep learning networks, NLP, and reinforcement learning. You will build and deploy deep learning models on the cloud using AWS SageMaker, work on voice assistance devices, build Alexa skills, and gain access to GPU-enabled labs.
KEY FEATURES
- Purdue Post Graduation Program certification and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 8X higher live interaction with 200+ hours of live online classes by industry experts
- Capstone from 3 domains and 25+ Projects with Industry datasets from Twitter, Wikipedia, Zomato etc.
Post Graduate Program Advantage
This comprehensive Post Graduate Program in AI and Machine Learning, in partnership with Purdue University and in collaboration with IBM, will help you grow your career in AI, Machine Learning, and Deep Learning.
Partnering with Purdue University
This Post Graduate Program in AI and Machine Learning is in partnership with Purdue University, one of the world's leading research and teaching institutions, offering higher education at the highest proven value. We are committed to your success, changing the student experience with a focus on collaboration and the creative use of technology.
- Receive Purdue certification
- Become entitled for membership in the Purdue University Alumni Association
PROGRAM IN COLLABORATION WITH IBM
This program is in collaboration with IBM, a leading innovator in Machine Learning and AI, providing industry-relevant exposure.
- Industry recognized IBM certificates for IBM courses
- Access to IBM Cloud Lite account
Program Details
Unlock your potential as an AI and ML professional with our PGP in AI and Machine Learning program. You will learn about various AI-based technologies, including Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Speech Recognition, and Reinforcement Learning.
LEARNING PATH
Get started with the Post Graduate Program in AI and Machine Learning in partnership with Purdue University and explore the program’s basics. Kickstart your AI journey with the preparatory AI ML courses on statistics and programming.
Kickstart your learning by getting an understanding of the Python language and its libraries, writing scripts using the Jupyter-based lab environment with these AI and ML certification courses.
With this AI ML course, elevate your Python skills to a new level and establish your mastery of Data Science and Analytics techniques using Python programming.
With these AI ML courses, you will master machine learning techniques, including supervised and unsupervised learning and hands-on modeling, rounding out your artificial intelligence education.
AI ML certification courses include concepts of deep learning to build artificial neural networks and traverse layers of data abstraction and get a solid understanding of deep learning using TensorFlow and Keras.
AI ML courses advance your skills with real applications of computer vision, generative-adversarial networks (GANs), distributed parallel computing with GPUs, and deployment of deep learning models on the cloud.
At the end of the AI ML certification course, culminate your new AI and Machine Learning skills with a hands-on, industry-relevant capstone project bringing together every course into one portfolio-worthy capstone.
Electives:
AI and ML certification course understand the concepts of NLP, feature engineering, natural language generation, automated speech recognition, speech to text conversion, text to speech conversion, and voice-assistance devices (including building Alexa skills).
AI ML certification course makes you learn how to solve reinforcement learning problems with various strategies, using Python and TensorFlow, and apply different algorithms to solve problems.
Learn the basics of the Git version control system (VCS) and understand how to set up Git in your system, list the three-stage workflow in Git, create branches and track files, create a repository in Git and GitHub, and more.
Attend an online interactive masterclass and get insights about advancements in technology/techniques in Data Science, AI, and Machine Learning.
Attend this online interactive industry master class to gain insights about advancements in Data Science, AI and Machine Learning techniques.
TOOLS COVERED
Industry Project
- Project 1
Help Twitter Combat Hate Speech Using NLP and Machine Learning
Using NLP and Machine Learning, build a model to identify inappropriate tweets that should be removed from the platform to prevent social hate and negativity.
- Project 2
Help Zomato Predict Rating from the Review
Help Zomato to detect and clean the cases of rating and review mismatch, ensuring ratings reflect the true reviews helping to build customer trust.
- Project 3
Fare Prediction for Uber
Uber wants to improve the accuracy of its fare prediction model. Help Uber by choosing the best data and AI technologies and building its next-generation model.
- Project 4
Test Bench Time Reduction for MercedesBenz
Mercedes-Benz wants to the time on its test-bench to reduce the time it takes a car to get to the market.Build and optimize the Machine Learning algorithm to solve this problem.
Disclaimer - The projects have been built leveraging real publicly available data-sets of the mentioned organizations.
Program Advisor
Venkata N Inukollu
Assistant Professor, Purdue UniversityVenkata N Inukollu earned his Ph.D. in Computer Science from Texas Tech University. He received his Master’s degree in Software Systems from BITS - Pilani, India. He has interests in software engineering and testing in AI and machine learning.
Learner's Profile
This AI and ML course cater to working professionals across industries. Learner diversity adds richness to class discussions and interactions.
- The class consists of learners from excellent organizations and diverse industriesIndustryInformation Technology - 43%Software Product - 13%Manufacturing - 20%Pharma & Healthcare - 7%BFSI - 7%Others - 10%Companies
- The class maintains an impressive diversity across work experience and rolesDesignation BreakupAssociate - 12%Midlevel - 35%Senior-level - 43%Executive - 10%Total Years of ExperienceLess than 3 years - 13%3-5 years - 17%5-8 years - 12%8+ years - 58%
- The class has learners with varied educational qualifications from excellent institutionsQualificationBachelors - 65%Masters - 30%Others - 5%Universities
Learner Reviews
Ting L.
Expense Report App Developer at Django, Virginia BeachSimplilearn's AI program is not only easy to follow but the materials are organized. Even a beginner like me was able to grasp the concept and practice with real-world projects. I have grown my portfolio quite a bit since I joined Simplilearn. Their affordable fees was also a big bonus for me too.
Janani Varun
ChennaiI would give a 5-star rating for the Simplilearn course I took. It helps me understand the content easily through online self-learning videos, and trainers assist us with their enriched knowledge, as well.
Sneha Patil
MumbaiI'll give it a five-star rating...I enrolled in Data Science with Python course…the course content, shared drive, documents, pdf files, and — most importantly, the trainer — all are awesome. If you want to explore and gain knowledge, for sure go for Simplilearn.
Karan Pal Singh Bagga
Sr. Data Analyst, BangaloreIt is my first experience with Simplilearn, and it is fantastic. The course content is excellent as compared to any other institute. Faculties are very experienced and skillful.
Shailender Kumar
GurgaonThe Deep Learning with Tensorflow course was handled very well by the Simplilearn instructor – Mr. Shivendra Kumar. He took many pains to advance this highly technical course and answered all students’ questions (even multiple times) clearly without compromising the quality of the training. I recommend this course and the faculty.
Filipe Theodoro
Internship at ProcSiMoS, Sao PauloSimplilearn'ss AI course gave me the basic knowledge required to start building my own models, from organizing and selecting the data to running and testing the models. Also, the trainers were very clear when explaining and gave us lots of tips.
Siddharth Pandey
Embedded UI/UX Expert | Technical Lead | React Expert, BangaloreThe best part about this course is that everything is covered in the classroom training. The course content and format are also up to the mark. There are many new things to learn, and the cloud lab is very helpful. The trainers are experienced and knowledgeable.
Apoorva N R
BangaloreIt has been a great learning experience so far. The entire course is very informative, and the trainers are incredibly knowledgeable. The course format is comprehensive and helps in a better understanding of the course concepts. Lab support is excellent. Thanks to Simplilearn for making learning accessible to employees.
Industry Trends
- AI and Machine Learning Industry Growth
57.2% Annual Growth
for AI market according to Grandview Research58 million new jobs
AI might create by 2022, according to the Forbes.Machine Learning Engineer Annual SalarySource: GlassdoorAI and Machine Learning Hiring CompaniesSource: Indeed
Why Online Bootcamp
- Develop skills for real career growthCutting-edge curriculum designed in guidance with industry and academia to develop job-ready skills
- Learn from experts active in their field, not out-of-touch trainersLeading practitioners who bring current best practices and case studies to sessions that fit into your work schedule.
- Learn by working on real-world problemsCapstone projects involving real world data sets with virtual labs for hands-on learning
- Structured guidance ensuring learning never stops24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts
Admission Details
APPLICATION PROCESS
Candidates can apply to this AI ML course in 3 steps. Selected candidates receive an admission offer which is accepted by admission fee payment.
Tell us why you’d want to do this AI & Machine Learning course
An admission panel will shortlist candidates based on their application
Selected candidates start the AI and Machine Learning program in 1-2 weeks
ELIGIBLE CANDIDATES
Admission to this Post Graduate Program in AI and Machine Learning require:
2+ years of work experience preferred
A bachelor's degree with an average of 50 percent or higher marks
Basic understanding of programming concepts and mathematics
ADMISSION COUNSELORS
We have a team of dedicated admissions counselors available to guide you as you apply for the AI and ML course. They are available to:
- Address questions related to your application
- Provide guidance regarding financial aid (if required)
- Help answer questions and better understand the program
Admission Fee & Financing
The admission fee for this AI and ML course is $ 3,999 (Excluding VAT). It covers applicable program charges and Purdue Alumni Association membership.
Financing Options
We are dedicated to making our programs accessible. We are committed to helping you find a way to budget for this program and offer a variety of financing options to make it more economical.
Payment in Installments
Pay the admission fees in 3 affordable installments
| Installment | Time of Payment | Amount |
|---|---|---|
| 1st | At the time of enrollment | $ 1,499 |
| 2nd | After 45 days of enrollment | $ 1,500 |
| 3rd | After 90 days of enrollment | $ 1,000 |
One Time Payment
Make hassle-free one-time payment with following options and save on admission fees
- Credit Card
- Paypal
$ 3,999
* Excluding VAT
Apply Now
PROGRAM BENEFITS
- Complete this AI ML courses while you work
- Rigorous curriculum designed by industry experts
- Purdue Alumni Association Membership from Purdue University
- AI to create 58 million new jobs by 2022
- Active recruiters include Accenture, Amazon, IBM, and more
Program Cohorts
NEXT COHORT
OTHER COHORTS
Date
Time
Batch Type
- Program Induction
7 Aug, 2021
21:30 SST
- Regular Classes
28 Aug, 2021 - 16 May, 2022
22:00 - 02:00 SST
Weekend (Sat - Sun)
Date
Time
Batch Type
- Program Induction
30 Jun, 2021
12:30 SST
- Regular Classes
7 Aug, 2021 - 10 Apr, 2022
12:30 - 16:30 SST
Weekend (Sat - Sun)
FAQs
What is AI and Machine Learning?
AI stands for “Artificial Intelligence” and refers to the study and development of computer systems that can perform tasks traditionally limited to human intelligence, such as decision-making and speech recognition. The related field of Machine Learning is the study of giving computers the ability to learn and adapt without being explicitly programmed. These closely aligned fields of study are on the cutting edge of technology and in high demand, which is why AI ML courses present such an enormous opportunity for students.
What are the eligibility criteria for the Post Graduate Program in AI and Machine Learning in Singapore?
For admission to the Post Graduate Program in AI and Machine Learning in Singapore, you should have:
- A bachelor's degree with an average of 50% or higher marks
- Basic understanding of programming concepts and mathematics
- 2+ years of experience (preferred)
What is the admission process for this Post Graduate Program in AI and Machine Learning in Singapore?
The admission process consists of three simple steps:
- All interested candidates are required to apply through the online application form
- An admission panel will shortlist the candidates based on their application
- An offer of admission will be made to the selected candidates and is accepted by the candidates by paying the program fee
Is there any financial aid provided?
To ensure money is not a barrier in the path of learning, we offer various financing options to help you find this Post Graduate Program in AI and Machine Learning in Singapore more affordable. Please refer to our “Admissions Fee and Financing” section for more details.
What should I expect from the Purdue Post Graduate Program in AI and Machine Learning in Singapore?
As a part of this Post Graduate Program, in collaboration with IBM, you will receive the following:
- Purdue Post Graduate Program certification
- Industry recognized certificates from IBM(for IBM courses) and Simplilearn
- Purdue University Alumni status
- Lifetime access to all (the core) of the e-learning content created by Simplilearn
- $1,200 worth of IBM Cloud credits for your personal use
- Access to IBM Cloud platforms featuring IBM Watson and other cloud services
What certificate will I receive?
Upon successful completion of the program in Singapore, you will be awarded a Post Graduate Program in AI and Machine Learning certification by Purdue University. You will also get industry-recognized certificates from IBM and Simplilearn for the courses on the learning path after successful course completion.
Our Singapore Correspondence / Mailing address
Simplilearn's Post Graduate Program in AI and Machine Learning, Singapore
#14-302, The Plaza 7500A Beach Road Singapore 199591
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- PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.