Overview
Coming Soon - Add your name to our waitlist by clicking Register Interest at the top of the page!
Gain hands-on skills in Machine Learning & AI to advance your career in data science. In today’s rapidly evolving job market, tech and data skills are the keys to unlocking high-growth career opportunities. If you have fundamental data skills and what to advance your knowledge, we've designed this course for you.
This advanced level course is developed in collaboration with Journey Education, a forward-thinking educational product studio dedicated to supporting career changers since 2014. Upon successful completion of the course, you will receive a Professional Certificate issued by PowerED™ by Athabasca University. Interested in an entry level course? Check out Data Analytics.
Course Structure
Instructor Led Learning
Live sessions where you can ask questions and get real-time answers. Interact with instructors to solidify your understanding.
Guided Lectures
Our instructors will guide you through the initial concepts to help you get started. Cut through all the fluff, and learn the basics.
Portfolio Worthy Projects
Build a series of projects you can add to your portfolio. Enhance your personal brand as a developer.
How It Works
Program Duration
10 Weeks
Effort
60 hours instruction + homework
Delivery
Online with virtual coaching
Instruction
Live online with facilitated instruction
Cost
$3100
- Introduction to Machine Learning concepts
- Feature Engineering and Data Preprocessing
- Linear and Polynomial Regression
- Regularization, Cross Validation, and Hyperparameter Tuning
- Logistic Regression and Decision Trees
- KNN, Random Forests, and SVMs
- K-Means Clustering and Hierarchical Clustering
- Introduction to Deep Learning and Neural Networks
- Artificaial Neural Networks (ANNs)
- Convolutional Neural Networks (CNNs) for image data
- Recurrent Neural Networks (RNNs) for sequence data
- Pre-trained models and Transfer Learning
- Natural Language Processing (NLP) and Large Language Models (LLMs)
- Time Series Forecasting and ARIMA models
- Principal Component Analysis (PCA) AND Dimensionality Reduction
- Clustering techniques: DBSCAN and Mean Shift
- Reinforcement Learning basics
- AI Ethics and Fairness in Machine Learning
- Deploying and Monitory ML models
If you are:
- Looking to advance your knowledge of Data Science & AIAspire to work in data-driven fields
- Want to learn skills like machine learning & deep learning.
- Have a basic understanding of data analytics.
- Love data and want to turn it into insights.
- Enjoy working with technology and problem-solving.
- Are seeking a flexible learning option that fits your schedule
Then this is the course for you!
Payment Options
Total cost of course: $3,100 CAD
Make flexible payments at as low as 0% APR with Affirm. Split up the cost of your purchase into flexible monthly payments.
Use your company’s budget for professional development or continuing education to fund your education with us.
Course FAQs
What will I learn in the 10-week Machine Learning & AI course?
A This course covers essential machine learning and AI skills, including supervised and unsupervised learning, neural networks, deep learning, and model deployment. You will use tools like Python, TensorFlow, and Scikit-learn to build, train, and evaluate machine learning models.
Is this Machine Learning & AI course suitable for beginners?
This course is designed for learners with prior experience in data analytics or programming. It is not suitable for complete beginners. We recommend having a solid foundation in Python, data analysis, and statistics, as covered in our Data Analytics course, before enrolling.
Will I work on real-world projects during the Machine Learning & AI course?
Yes, throughout the course, you will work on hands-on projects, applying machine learning techniques to real-world datasets. By the end, you'll have a portfolio of AI models and solutions to showcase your skills to potential employers.
What tools will I learn to use in the Machine Learning & AI course?
You will learn to use industry-standard tools like Python, TensorFlow, Scikit-learn, and Keras. These tools will help you develop, train, and deploy machine learning models, equipping you with practical skills for the workplace.
How will this Machine Learning & AI course help me advance my career?
This course equips you with high-demand machine learning and AI skills, making you proficient in building predictive models and solving complex problems. These skills are valuable across industries such as tech, finance, healthcare, and more.
How much does the Machine Learning & AI course course cost?
The course is priced at $3,100 CAD, which includes all learning materials, live instruction, and a certificate of completion.
How do I register for the Machine Learning & AI course?
Registration is not yet opened for this course. You can add yourself to the waitlist by clicking the “Register Interest” button at the top of this page.
What is the refund policy for this course?
For any cancellations or to reschedule, please contact powered@athabascau.ca.