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AI & Machine Learning Course for Teens & Adults in Vancouver
What You'll Learn
This hands-on course is designed to help students understand the fundamentals of Artificial Intelligence and Machine Learning, with practical experience using Python libraries. Through interactive projects, you'll gain the skills to build intelligent applications and understand real-world AI systems.
- Core concepts of AI and Machine Learning
- Data preprocessing, cleaning, and feature engineering
- Supervised and unsupervised learning algorithms
- Model evaluation, optimization, and tuning
- Hands-on projects using Python, scikit-learn, and TensorFlow
- Understanding AI ethics and real-world applications
Who This Course is For
This course is perfect for anyone looking to start a career in AI or enhance their technical skills. Whether you�re a student, professional, or hobbyist, this program provides practical, project-based learning.
- Beginners eager to learn AI and data science
- Software developers wanting to expand into AI
- Students and professionals aiming to upskill
- Tech enthusiasts passionate about intelligent systems
Course Index & Hands-On Projects
Our curriculum blends theory and practical projects. Students will implement machine learning models, create predictive applications, and explore real-world datasets.
- What is AI? What is Machine Learning?
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Types of Machine Learning: Supervised, Unsupervised, Reinforcement
- Applications of AI & ML
- History and future trends
- Data cleaning and handling missing values
- Feature scaling and normalization
- Feature selection techniques
- Encoding categorical variables
- Linear Regression
- Logistic Regression
- Decision Trees and Random Forests
- Support Vector Machines (SVM)
- Clustering: K-Means, Hierarchical Clustering
- Dimensionality Reduction: PCA
- Anomaly Detection
- Train/Test Split and Cross-validation
- Performance metrics: Accuracy, Precision, Recall, F1 Score
- Grid Search and Random Search
- Neural networks basics
- Popular frameworks: TensorFlow, Keras, PyTorch
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Predicting housing prices with regression
- Image classification with CNN
- Customer segmentation using clustering
- Sentiment analysis on text data
Why Choose This AI & ML Course?
- Learn from expert instructors with real-world AI experience
- Hands-on, project-based learning approach
- Affordable classes with flexible scheduling in Vancouver
- Perfect for teens and adults looking to advance their skills
Frequently Asked Questions
Do I need prior programming experience?
No prior experience is required. The course starts from the basics and gradually moves to advanced concepts.
What age group is suitable?
This course is suitable for teens and adults (ages 14+).
Is the course online or in-person?
We offer both in-person classes in Vancouver and online options for remote students.
Will I complete projects?
Yes, students will work on multiple hands-on AI and ML projects using Python and popular libraries.
Enroll Today
Take your first step into the world of AI and Machine Learning! Join our Vancouver course and gain practical skills to build intelligent applications and understand AI systems. Sign up now to secure your spot!