AI Deep Dive Program
(University-plus)
This program is customized for senior university students and industry professionals.
We offer in-depth explanations of various Machine Learning and Generative AI concepts and topics. We demystify the complexities of AI product development with practical examples and projects. With a carefully crafted learning pace, the participants can benefit from our extensive codebase to explore and create their exciting AI products.
This program helps participants be prepared for career transitions, interviews, and advanced studies in AI.
100% Online
Live Instruction
Certificated
12 sessions
18 hours
Student-Mentor Ratio 5:1
Learning Objective
Demystify the world of Generative AI, gain advantageous Machine Learning insights and confidently prepare for job interviews and graduate studies.
By taking this course, you will…
Acquire a deep understanding of Deep Learning and GenAI theories
Stay ahead with top-tier University AI courses that are tailored to enhance industry relevance
Master industry-standard GenAI tech stacks and product development cycles
Harness the power of practical coding projects centered on Generative AI and get valuable hands-on experience.
Benefit from guidance and mentorship provided by senior AI researchers and engineers with deep industry expertise.
Program Features
No prior coding experience is required
In-depth Deep Learning theories and industry-relevant AI-generated content (AIGC) examples
Thoughtfully engineered codebase for immersive hands-on learning.
Gen-AI-oriented learning projects that are designed for practical application from the outset.
Originating from top-tier university content and standards, this course has been adapted to better align with industry needs, providing more applicable insights.
Mastery of industry-standard AI tech stacks.
Gain exposure to full product development cycles and methodologies.
Invaluable guidance and career advice from senior ML engineers employed at leading AI companies.
Gain advantageous insights on job searching and interview preparations from ML veterans with recruiter experience.
Engage actively with the AI community through networking and collaboration.
Flexible online sessions tailored to professional commitments.
Earn certification upon successful completion to enhance your professional profile.
Friendly and In-depth Curriculum
AI Deep Dive Program (University-plus)
01 AI and Generative AI Basics
Learn core machine learning and AI concepts. Evaluate and compare cutting-edge AI models, with emphasis on their potential and impacts.
02 Python and Pytorch Essentials
Master advanced and cutting-edge Python and PyTorch features. Implement modern generative AI models from scratch
03 Large Language Models (LLM)
Dive deep into LLM models. Implement and optimize ChatGPT-like models. Explore core model components such as self-attention and encoder-decoder architectures in detail.
04 Image Generation with Diffusion Models
Learn the foundations of diffusion models. Analyze and implement state-of-the-art diffusion model variants for high-quality image/video generation.
05 End-to-End AI Applications
Design and deploy scalable AI pipelines for real-time text, image, and audio generation. Create engaging AI-powered applications with focus on user experience and visual appeal.
Get to learn Generative AI tech stacks to unlock your potential
Python
Hugging Face
PyTorch
ChatGPT
Google Colab
AI Deep Dive Program Payment Options
Multiple ways to fund your future
Everyone should have the opportunity to learn Generative AI. Therefore, we offer adaptable payment plans.
One-Time
Full Payment
For those who prefer simplicity
CA$ 499
Flexible
For those who prefer flexibility
Month to Month
CA$ 99.80/month
Four (4) month payment plan
Tuition Includes:
18 hours of live, interactive lectures
Access to 10+ expert-crafted ML and generative AI codebases
One year of unlimited access to on-demand video recordings
Lifetime access to downloadable course notes and slides
Over 20 extra course materials and resources
Certificate of completion to enhance your professional credentials
Exclusive online community for networking and collaboration
Want to Accelerate Your Career with AI Excellence?
Join us today.
AI Deep Dive Program (University-plus)
Frequently Asked Questions
Applications and Prerequisites
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We encourage you to apply by the priority deadline as we review applications on a rolling basis. You should hear back with an admission decision within 1-2 weeks.
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Due to the high volume of applications, we typically take 1-2 weeks to process them. Accepted students will receive additional information on how to pay program tuition and secure their enrollment in the course.
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After submitting your application, it typically takes one week to send acceptance emails due to the high volume of applications we receive. If you or your student is accepted, we will send another email with instructions on setting up Google Colab, pre-camp Python preparation materials, and other necessary information to prepare for your first session.
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All we require is an interest in AI! About half of our students are completely new to programming before joining the course. Our curriculum is designed to introduce beginners to Python.
The students with advanced programming skills are also welcome and will be paired with peers of similar backgrounds. They will receive more challenging material tailored to their experience.
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Generally, students working on advanced projects come in with prior coding experience. We recommend choosing beginner or intermediate projects, but exceptions can be made if you want to challenge yourself or are particularly interested in a specific project.
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The necessary math skills will be taught during the course. Also, We will provide additional information to help you prepare before your first session.
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Absolutely! We have had the privilege of guiding students from over 30 countries in learning fundamental AI concepts, preparing for college admissions, and applying their passions to achieve social good.
Program Pricing
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Our live online AI Crash Course is priced at CA$ 399. This includes 18 hours of instructional time, access to our exceptional instructors from prestigious universities, additional hours for special sessions and student support, as well as all necessary teaching materials.
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Please ensure your payment is submitted at least 30 days prior to the start of your sessions. Additionally, keep in mind that admissions are on a rolling basis, and spots are limited.
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Yes, students can request financial aid applications when applying to the program. We offer limited financial assistance based on need. If you would like to apply, please email us at info@globalaieducation.com, and we will send you the application form. Additionally, we provide the option to pay tuition in installments, which many families find more convenient.
AI Deep Dive Program (University-plus) Details
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We offer our live online programs at various times, which you can find listed here. All times are provided in Eastern Time (ET), so please adjust for your local time zone accordingly!
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We take great care to maintain small class sizes for our students, with an average student-to-teacher ratio of 5 to 1.
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Our AI Deep Dive Program consists of 12 intensive 1.5-hour sessions, designed to provide a comprehensive exploration of AI and gen-AI technologies. This course offers:
1. Comprehensive Python & PyTorch
2. Deep Learning Deep Dive
3. Advanced Computer Vision
4. Generative Models in Depth
5. Natural Language Processing
6. Large Language Models
7. AI Product Lifecycle
At the beginning of the program, students start by gaining in-depth knowledge of tools like Python and PyTorch, and learn to create neural networks from scratch. Then they will learn theoretical foundations of machine learning and deep learning, experimenting with advanced model architectures. They will have a deep-dive into computer vision and natural language processing, and in particular, they will get into generative AI by exploring various state-of-the-art generative models, including diffusion models and large language models. Towards the end, they will get introduced to the ML development lifecycle, get exposed to various commonly used tools and master industry best practices.
Each class combines in-depth lectures and mentor-led experiments, allowing students to gain hands-on coding experience. By the end of the program, participants will have developed skills for end-to-end AI project development and supported by a deep understanding of fundamental theories on Deep Learning and AI.
For a detailed breakdown of each topic’s content, please consult the syllabus chart for additional information.
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Our instructing team consists of graduate students, alumni, and advanced undergraduates specializing in AI and programming from top universities like McGill University, University of Toronto, Stanford, and other prestigious institutions across the U.S., Canada, and Europe. Additionally, we have industry professionals and mentors from leading companies such as Microsoft and Google. Our instructors bring diverse backgrounds and possess expertise in applying AI techniques to various fields, including healthcare, arts, sustainability, engineering, science, and more.
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Throughout our live online program, students join the class via a main Zoom room managed by a Program Manager who handles all session logistics. Within smaller breakout rooms, students engage in interactive lectures, hands-on coding exercises, and small-group projects led by our team of instructors.
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Yes, we send students certificates of completion in the weeks following the program.
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Yes, materials will be live on your online portal for 12 months.
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You are always welcome to request a recommendation from an instructor, but it's ultimately at their discretion whether they choose to provide one.
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Yes, we offer follow-up programs for students to further develop their AI programming and AI project-building skills. You can find more information about our AI 1-on-1 Mentorship Program here.