# Event Details - **Event Name**: Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver - **Event Start and End Date**: Fri, 12 Dec, 2025 at 09:00 am – Thu, 25 Jun, 2026 at 05:00 pm (-08:00) - **Event Description**: Dive into ML and AI using Python—master supervised and unsupervised learning, model evaluation, and neural network basics in one day.About this EventGroup Discounts:Save 10% when registering 3 or more participantsSave 15% when registering 10 or more participantsDuration: 1 Full Day (9:00 AM – 5:00 PM)Delivery Mode: Classroom (In-Person)Language: EnglishCredits: 8 PDUs / Training HoursCertification: Course Completion CertificateRefreshments: Lunch, beverages, and light snacks includedCourse OverviewThe Machine Learning & AI in Python course empowers you to understand, build, and evaluate predictive models using Python. You will learn the fundamentals of supervised and unsupervised learning, model evaluation metrics, feature engineering, and get a glimpse into neural networks and deep learning. With practical hands-on exercises, this course prepares you to transition from theory to real-world machine learning applications.Learning ObjectivesBy the end of this course, you will:Understand core machine learning concepts and workflowsBuild supervised and unsupervised models using scikit-learnEvaluate model performance using appropriate metricsApply feature engineering techniques to improve predictionsGain basic knowledge of neural networks and deep learningUse Python for real-world AI and ML problem-solvingTarget AudienceData scientists, ML engineers, developers, and advanced Python users.Why is it the Right Fit for You?If you’re looking to take your Python programming skills into the realm of machine learning, this course is ideal. With a strong focus on applied learning and best practices, you’ll build models and analyze datasets that mirror real-world challenges. Our experienced instructors make complex concepts like algorithms and neural networks accessible through hands-on examples. This course helps you build confidence in working with machine learning tools and prepares you for advanced AI workflows.©2025 Catils. This content is protected by copyright law. Copy or Reproduction without permission is prohibited.Looking to enhance your team's AI and machine learning capabilities?We offer tailored in-house training sessions designed to fit your organization’s specific learning needs. Want your developers to build predictive models or enrich your team’s data expertise? Let us customize a course that aligns with your business goals and projects.📧 Contact us today to schedule a customized in-house, face-to-face session: https://cdn-az.allevents.in/events10/banners/38ce2c70-4a24-11f1-9874-1b4d9c94a446-rimg-w983-h740-dc1a1414-gmir.jpg https://cdn-az.allevents.in/events1/banners/391b13f0-4a24-11f1-b14b-d7cd9a990da7-rimg-w987-h740-dcbca890-gmir.jpg https://cdn-az.allevents.in/events9/banners/3960f690-4a24-11f1-9874-1b4d9c94a446-rimg-w1200-h436-dcffffff-gmir.jpg https://cdn-az.allevents.in/events1/banners/399c03c0-4a24-11f1-9b59-8597009a4afd-rimg-w1200-h678-dcffffff-gmir.jpg AgendaModule 1: Introduction to Machine Learning & AIInfo: • What is machine learning and AI? • Role of Python in ML and AI • Overview of ML workflow • ActivityModule 2: Supervised LearningInfo: • Regression vs classification • Building basic linear and logistic models • Using scikit-learn for model implementation • ActivityModule 3: Unsupervised Learning • Clustering basics • K-means and hierarchicalInfo: • Clustering basics • K-means and hierarchical clustering • Use cases for dimensionality reduction (PCA) • Case StudyModule 4: Model Training and EvaluationInfo: • Splitting datasets: train-test-validation • Accuracy, precision, recall, F1-score, confusion matrix • Cross-validation and tuning • ActivityModule 5: Feature Engineering EssentialsInfo: • Handling missing data and outliers • Feature scaling and encoding • Feature selection techniques • ActivityModule 6: Introduction to Neural NetworksInfo: • Understanding neurons and layers • Basics of perceptrons and activation functions • Overview of backpropagation • ActivityModule 7: Deep Learning Concepts OverviewInfo: • Understanding deep networks • Brief intro to TensorFlow and Keras • Practical examples in image and text processing • Case StudyModule 8: Mini ProjectInfo: • Build a simple predictive model end-to-end • Train, test, evaluate, and optimize • Present insights and findings • Activity - **Event URL**: https://allevents.in/vancouver/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-vancouver/100001975102569955 - **Event Categories**: workshops, it - **Interested Audience**: - total_interested_count: 0 - **Event Highlights**: - Age Limit: 18+ - Duration: 8 hours - Location: Regus BC, Vancouver - Pacific Centre - Languages: English ## Ticket Details - **Ticket Price Range**: min: 606.77, max: 776.51, currency: CAD ## Event venue details - **city**: Vancouver - **state**: BC - **country**: Canada - **location**: Regus BC, Vancouver - Pacific Centre - **lat**: 49.2831117 - **long**: -123.1178701 - **full address**: Regus BC, Vancouver - Pacific Centre, 701 West Georgia Street, Suite 1500, Vancouver, Canada ## Event gallery - **Alt text**: Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver - **Image URL**: https://cdn-az.allevents.in/events3/banners/e739ceab0f38249473fe2a4118b914e9f0972be7d800e7097aa73f8ee64e4f18-rimg-w1200-h903-dc8da9c1-gmir.jpg?v=1765470315 ## FAQs - **Q**: When and where is Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver being held? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver takes place on Fri, 12 Dec, 2025 at 09:00 am to Thu, 25 Jun, 2026 at 05:00 pm at Regus BC, Vancouver - Pacific Centre, 701 West Georgia Street, Suite 1500, Vancouver, Canada. - **Q**: Is there an age restriction for Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver is strictly for guests aged 18 and above. Valid government-issued photo ID is required for entry. Guests under 18 will not be admitted. The event will be presented in English. - **Q**: Who is organizing Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver is organized by Catils_inc. - **Q**: Who is this event for? Is it right for me? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Vancouver is ideal for curious learners, students, and skill-builders looking to gain hands-on knowledge and practical expertise in a focused, interactive setting. Whether you're a first-time attendee or a longtime enthusiast in Vancouver, this event is thoughtfully curated to deliver a standout experience worth every moment. 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