Caltech Post Graduate Program In AI And Machine Learning, Singapore
Become an expert AI and ML professional with this PGP in AI and ML delivered in partnership with IBM. This Artificial Intelligence Course in Singapore covers the latest tools and technologies from the AI ecosystem, the AI Course in Singapore features masterclasses by Caltech faculty and IBM experts, along with hackathons and Ask Me Anything sessions by IBM.
- Next Cohort starts 4 Oct, 2023
- Program Duration 11 months
- Learning Format Online Bootcamp
World’s #1 Online Bootcamp
Why Join this Program
Fast-track Your Career
Our Artificial Intelligence course comes with Simplilearn’s Career Assistance service that has demonstrated strong performance by means of average salaries offered, the number of hiring companies participating, and the pace of job offer roll-outs.
Our Placement Stats
Maximum salary hike
150%Average salary hike
70%Hiring partners
2900+Our Alumni In Top Companies
AI Courses in Singapore Overview
Designed and perfected to boost your career as an AI and ML professional, this Artificial Intelligence Course in Singapore showcases Caltech CTMEs excellence and IBM's industry prowess. The AI courses in Singapore cover key concepts like Statistics, Data Science with Python, Machine Learning, Deep Learning, NLP, and Reinforcement Learning through an interactive learning model with live sessions.
Key Features
- PGP AI & ML completion certificate from Caltech CTME
- Masterclasses delivered by distinguished Caltech faculty and IBM experts
- Caltech CTME Circle Membership
- Earn up to 22 CEUs from Caltech CTME
AI Certificate Course Advantage
Our extensive program empowers you to thrive in your career by providing essential skills and knowledge. Through a well-structured learning approach and industry-relevant projects, you'll tackle complex challenges to remain at the forefront.
Partnering with Caltech CTME
- Masterclasses delivered by distinguished Caltech instructors
- Program completion certificate from Caltech CTME
- Earn up to 22 CEUs to showcase your achievements
Program in Collaboration with IBM
- Industry-certified IBM certificates for IBM courses
- Masterclasses from IBM experts
- Hackathons from IBM
Artificial Intelligence Course Details
Unlock your potential as an Artificial Intelligence and Machine Learning professional with industry-relevant AI courses. In this Artificial Intelligence course, you will learn about various AI-based technologies.
Learning Path
Welcome to this Artificial Intelligence Course, developed and presented with Caltech CTME and IBM, which will help you become an AI & ML domain expert.
The Mathematics and Statistics Foundations course establishes a strong mathematical and statistical principles base, fostering critical thinking and problem-solving skills. This course equips students with the ability to analyze data, make informed decisions, and apply these techniques to relevant industry scenarios. It serves as an essential starting point for further learning in the program.
This course provides you with essential Python programming skills that will serve as the building blocks for your entire program journey. You will learn how to effectively implement artificial intelligence (AI) and machine learning (ML) algorithms, conduct data analysis, and construct intelligent systems efficiently using Python
Developed by IBM, this course equips students with the skills to leverage Python for data science. By the end of the course, participants will be proficient in writing Python scripts and performing hands-on data analysis using a Jupyter-based lab environment.
This course provides coverage of key concepts in data science, such as data preparation, model development, and evaluation. Throughout the course, you will develop a strong understanding of fundamental Python concepts such as strings, Lambda functions, and lists. You will explore various important skills such as Z-test, T-test, and ANOVA. Furthermore, you will acquire data visualization skills using popular libraries like Matplotlib, Seaborn, Plotly, and Bokeh.
This course comprehensively covers various types of machine learning and their practical applications. You will explore the machine learning pipeline and delve into topics such as supervised learning, regression models, and classification algorithms. You will also study unsupervised learning, including clustering techniques and ensemble modeling. Evaluate machine learning frameworks like TensorFlow and Keras, and build a recommendation engine with PyTorch.
Elevate your machine learning skills to the next level with this comprehensive course on deep learning using TensorFlow and Keras. Gain a thorough understanding of deep learning concepts, empowering you to construct artificial neural networks and navigate through complex data abstraction layers. By harnessing the potential of data, this course prepares you to venture into new frontiers of Artificial Intelligence.
This comprehensive course provides you with the necessary skills to deploy deep learning tools using AI/ML frameworks. You will explore the fundamental concepts and applications of deep learning and understand the distinctions between DL and ML. The course covers a range of topics, including neural networks, forward and backward propagation, TensorFlow 2, Keras, model interpretability, CNNs, transfer learning, object detection,RNNs, autoencoders, and creating neural networks in PyTorch.
This comprehensive course thoroughly explains generative AI models, specifically focusing on ChatGPT. Participants will acquire practical skills to leverage ChatGPT for building and deploying AI chatbot applications effectively. The course covers topics such as generative AI, explainable AI, prompt engineering, fine-tuning, ethical considerations, and the future of generative AI.
The capstone project allows you to implement the skills you learned throughout this bootcamp. You will solve industry-specific challenges by leveraging various AI and ML techniques. The capstone project is the final step in the core learning path and will help you showcase your expertise to employers.
Electives:
Attend an online interactive masterclass and get insights about advancements in technology/techniques in AI and Machine Learning by Caltech
Attend this online interactive industry master class to gain insights about advancements in AI and Machine Learning techniques
In this advanced course, you will gain in-depth knowledge and practical skills in computer vision and deep learning techniques. The course covers various topics, including image formation and processing, convolutional neural networks (CNNs), object detection, image segmentation, generative models, optical character recognition, distributed and parallel computing, explainable AI (XAI), and deploying deep learning models.
This advanced course comprehensively explores applying machine learning algorithms to process vast amounts of natural language data. It focuses primarily on natural language understanding, feature engineering, natural language generation, automated speech recognition, speech-to-text conversion, text-to-speech conversion, voice assistance devices, and building Alexa skills.
This course delves into the core concepts of reinforcement learning (RL), providing you with the knowledge and skills to solve RL problems using various strategies in Python and TensorFlow. You will learn the theoretical foundations of RL and gain practical experience in applying RL algorithms as a problem-solving strategy. By the end of the course, you will be equipped with the skills to use reinforcement learning in diverse applications and scenarios effectively.
Program Advisors
Rick Hefner
Caltech CTME, Program DirectorDr. Rick Hefner serves as the Program Director for Caltech’s CTME, where he develops customized training programs for technology-driven organizations. He has over 40 years of experience in systems development and has served in academic, industrial, and research positions.
Industry Trends
Artificial Intelligence is the next digital frontier, with profound implications for business and society. With the AI market expected to grow steadily over the years, this Artificial Intelligence course is perfect for those who want to stay ahead of the trend!
$267 billionExpected global AI market value by 2027
37.3%Projected CAGR of the global AI market from 2023-2030
$15.7 trillionExpected total contribution of AI to the global economy by 2030
Companies Hiring AI Engineers
Batch Profile
This PGP AI Course caters to working professionals from a variety of industries and backgrounds; the diversity of our students 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
Learner Reviews
Admission Details
Application Process
The AI Course application process consists of three steps. An offer of admission will be made to the selected candidates and accepted by the candidates by paying the admission fee.
Submit Application
Tell us a bit about yourself and why you want to do this AI Course
Application Review
An admission panel will shortlist candidates based on their application
Admission
Selected candidates can begin the AI Course online within 1-2 weeks
Eligibility Criteria
For admission to this Artificial Intelligence Course, candidates should have:
Admission Fee & Financing
Our Artificial Intelligence course offers Caltech CTME's excellence and IBM's industry prowess to help you get ahead of the curve. The admission fee for this PGP AI ML is $ 3,990 (Excluding VAT)
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.
Apply Now
Program Benefits
- Masterclasses delivered by distinguished Caltech instructors
- Completion certificate & up to 22 CEUs from Caltech CTME
- Exposure to ChatGPT, generative AI, Explainable AI and more
- Caltech CTME Circle Membership
- Simplilearn’s Career Assistance post-program completion
Program Cohorts
Next Cohort
Other Cohorts
Date
Time
Batch Type
- Program Induction
23 Oct, 2023
11:30 SST
- Regular Classes
25 Nov, 2023 - 24 Nov, 2024
11:30 - 15:30 SST
Weekend (Sat - Sun)
AI Courses in Singapore FAQs
What are the eligibility criteria for this Artificial Intelligence Course in Singapore?
For admission to this AI course in Singapore, candidates should have:
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A bachelor's degree with an average score of at least 50 percent
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Prior knowledge or experience in programming and mathematics
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2+ years of formal work experience (preferred)
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Who is this Artificial Intelligence Course in Singapore ideal for?
Professionals eager to develop AI and ML expertise with the objective of:
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Enhancing effectiveness in their current role
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Transitioning to AI roles in their organization
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Seeking to advance their career in the industry
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Giving shape to entrepreneurial aspirations
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What is the admission process for this Artificial Intelligence Course in Singapore?
The admission process for this AI Course in Singapore consists of three simple steps:
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All interested candidates are required to apply through the online application form
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An admission panel will shortlist the candidates based on their application
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An offer of admission will be made to the selected candidates, which can then be accepted by the candidate by paying the program fee
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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 ensure that this AI course in Singapore is financially manageable. Please refer to our “Admissions Fee and Financing” section for more details.
What should I expect from this AI course in Singapore?
As a part of this Artificial Intelligence Course in Singapore you will receive the following:
- Caltech CTME program completion certificate
- Earn up to 22 CEUs from Caltech CTME
- Masterclasses delivered by distinguished Caltech faculty
- Caltech CTME Circle membership
- Online convocation by Caltech CTME Program Director
- 25+ hands-on projects from the likes of Twitter, Mercedes Benz, Uber, and many more
- Seamless access to integrated labs
- Capstone projects in 3 domains
- Simplilearn’s Career Assistance to get noticed by top hiring companies
- Industry masterclass conducted by IBM experts
- Access to IBM hackathon and IBM Ask Me Anything Sessions
- IBM certificates for IBM courses
- 8X higher interaction in live online classes by industry experts
What certificate will I receive?
Upon successful completion of this AI course in Singapore, you will be awarded a certificate of completion by Caltech CTME, along with IBM certificates for IBM courses, and industry-recognized certification from Simplilearn for courses in the learning path.
Caltech Post Graduate Program In AI And Machine Learning, Singapore
Singapore is one of Asia’s most prosperous countries. Education, housing, healthcare services, and personal safety are some social indicators in which Singapore ranks highly. The estimated gross domestic product (GDP) of the country was $600.063 billion for the year 2021. The island also has the second highest recorded GDP per capita in the world. The IT industry of Singapore is growing which is why artificial intelligence training singapore is a sought after course.
The country’s climate is humid and the average temperature throughout the year falls in the range of 23 to 32 °C. Singapore also has a wetter monsoon season which lasts from November to February.
Singapore offers much for people of all ages and cultural backgrounds. From food to culture, the country has much to offer in terms of tourist attractions to both its residents and tourists. Some tourist attractions are:
Our Singapore Correspondence / Mailing address
Simplilearn's Caltech Post Graduate Program In AI And Machine Learning, Singapore
#14-302, The Plaza 7500A Beach Road Singapore 199591
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Post Graduate Program in AI and Machine Learning- Disclaimer
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