NANODEGREE PROGRAMME
AI PROGRAMMING WITH PYTHON
The demand for AI is at its peak and if you wish to supercharge your career in artificial intelligence, you’ve landed at the right place. Start by learning Python, NumPy, pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra—the foundations for building your own neural network.
ESTIMATED TIME
3 Months
At 10 hrs/week
ENROLLMENT
2nd March 2024
Applications are opening from 2nd March and will close on 15th April 2024
PREREQUISITES
Basic Algebra and Programming Knowledge
WHAT YOU WILL LEARN
Learn AI Fundamentals
Start by learning the essential foundations of AI: the programming tools (Python, NumPy, PyTorch), the math (calculus and linear algebra), and the key techniques of neural networks (gradient descent and backpropagation).
PREREQUISITE KNOWLEDGE
Formal prerequisites include basic knowledge of algebra, and basic programming in any language.
Introduction to Python
Start coding with Python, drawing upon libraries and automation scripts to solve complex problems quickly.
Python Data Analysis
Learn how to use all the key tools for working with data in Python: Jupyter Notebooks, NumPy, Anaconda, pandas, and Matplotlib.
Linear Algebra Essentials
Learn the foundational linear algebra you need for AI success: vectors, linear transformations, and matrices—as well as the linear algebra behind neural networks.
Calculus Essentials
Learn the foundations of calculus to understand how to train a neural network: plotting, derivatives, the chain rule, and more. See how these mathematical skills visually come to life with a neural network example.
Neural Networks
Gain a solid foundation in the hottest fields in AI: neural networks, deep learning, and PyTorch.
Application Procedure
STEP 1
Apply now and complete your application on the TP portal.
STEP 2
Accepted students will receive an email confirming their admission with a link to complete the payment.
STEP 3
You will receive access to your classroom, an invitation to the cohort kickoff and start your learning!
Expected outcomes
Become an AI Programmer
Advance Your Career
Be equipped with the essential skills and proficiency you need to excel in your job and advance your career opportunities.
Network With Like-minded Professionals
Maintain your access to a wide network of successful executives and like-minded individuals who will help you grow professionally.
Secure Higher Paying Jobs
Walk away from this programme with skills and connections that will allow you to land lucrative jobs
Programme Success Stories
" Because of this Nanodegree, I was actually a lot more confident in pivoting myself towards a machine learning focused role and have received a higher interest rate in my applications."
Adam Q. - Graduated Intro to Machine Learning with TensorFlow, 2021
"I decided to embark on this new journey of learning AI as AI has shown how it can improve and potentially transform the way we live our lives. There is a growing demand for AI in areas such as healthcare, eCommerce, and manufacturing, so I want to be part of this journey of building a better future for tomorrow."
Muhammad A. - Graduated AI Programming with Python, 2021
Course Fees
Fee Type Items
For Singapore Citizens
Total Fees
Full Course Fee For Repeat Students
S$4,333.50
Aged 40 & Above, Sponsored By SME
S$490.05
Aged Below 40
S$1,300.05
*Subsidised through Skills Future Singapore Programme.
For Non-Singapore Citizens
Total Fees
Full Course Fee For Repeat Students
S$4,374.00
Singapore Permanent Residents & Long-Term Visa Pass Plus (LTVP+) Holder
S$1,312.20
Singapore Permanent Residents, Sponsored By SME
S$502.20
*Subsidised through Skills Future Singapore Programme.
NANODEGREE PROGRAMME
AI PROGRAMMING WITH PHYTON
Learn Python, NumPy, pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra—the foundations for building your own neural network.
Why Join the KnowITgetIT Programme?
The skills you’ll earn are the same skills most leading companies are looking for when they hire.
Job-Ready Training
Real-world projects designed by industry experts to help you build your portfolio of job-ready skills.
Learn on your terms
Part-time, online learning that lets you work at your own pace.
Expert Instructor
Weekly guided learning with subject-matter experts who can help you stay on track and work through any technical blockers.
Cutting-edge
The most up-to-date and cutting-edge content so you’re ready for the ever-changing field of technology.
Community
As a graduate, you’ll be part of a thriving and growing alumni network of like-minded learners who can help you get where you want to go in your career.
FAQs
We’ve put together the most frequently asked questions about this programme.
What does this programme entail?
The program consists of two paths to choose from: Learners who hold the required prerequisites can enroll into a 2-4 month, self-guided learning journey with the rest of the knowITgetIT cohort. Students have the opportunity to enroll in one of two Nanodegree programs: Business Analytics and AI Programming with Python. Furthermore, and to further enhance their skills, eligible learners may also enroll into 1 of 4 short courses. Click here for short courses.
How can I benefit from this programme?
Students will have the opportunity to work on real-world projects designed by industry experts to build their portfolio of skills, and learn one of three core skills sets to prepare them for a career in a job of the future.
What does the learner journey look like as part of this program?
The knowITgetIT program consists of a 2-4 month, self-guided learning journey with the rest of the knowITgetIT cohort. Students have the opportunity to enroll in one of four Nanodegree programs: Business Analytics, Data Analyst or Cloud Computing for Business Leaders. Throughout your entire learning journey you will have access to an online community platform, where you will get to ask other students and Session Leads for support to help you through any learning difficulties or even to network!
What are the eligibility criteria to enroll?
Applicants for the first phase must meet the following criteria:
# Singaporean permanent resident or national
# 18 years of age or older
# Meet the technical requirements required for the relevant Nanodegree
# Must be committed to the timeframes of the programme
Are there any fees for enrollment?
Singaporean citizens and permament residents have the opportunity to apply for the SkillsFuture SG subsidy and receive up to 90% subsidy.
When will the applications open/close?
The applications will open on 2nd March 2024 and will close on 15th April 2024.
When does the program start?
The program will launch on May 1, 2024. Learners will be invited to join a live webinar "Kickoff" event to cover the details of the program and join a cohort with their peers to start their Nanodegree that day.
Can I join two Nanodegree Programmes at the same time?
Unfortunately, this is not possible as you will only be accepted in one Nanodegree programme only at a time. We recommend that you apply for the Nanodegree programme you are most interested in and after you graduate you can apply to other Nanodegree programs in the future cohorts if the program is still available.
Is this programme online, in-person, or a combination of both?
This is a fully online program with a live-virtual component. Throughout the cohort, students get to learn through online videos in their classroom and interact with peers, coaches, and instructors on their community platform. Students will also have a weekly virtual session led by a Udacity Session Lead to make sure you stay on track. You may also choose to meet with your community members and peers in person, if you wish.
How can I apply for the SkillsFuture Subsidy?
Please visit the program page for more details on applications, payment and enrollment.
How many hours a week should I expect to spend on my coursework in order to finish on time?
Between instructional content, quizzes, projects, and other course-related activities, we recommend allocating 10-15 hours a week for learning.
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