# Event Details - **Event Name**: Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth - **Event Start and End Date**: Tue, 16 Dec, 2025 at 09:00 am – Mon, 21 Dec, 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 EventBring your team and save:1. Groups of three or more receive a 10% discount2. Organizations hosting an in-house session with 10+ participants enjoy a 15% discount.Duration: 1 Full Day (8 Hours)Delivery Mode: Classroom (In-Person)Language: EnglishCredits: 8 PDUs/Training HoursCertification: Course Completion CertificateRefreshments: Lunch, Snacks and beverages will be provided during the sessionCourse Overview:The 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 Objectives:By the end of this course, you will be able to: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-solvingWho can Attend?Data scientistsML engineersSoftware developersAdvanced Python users.Why Choose this Course?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.©2026 MG Aussie Events. 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/events7/banners/ba89fff0-6347-11f1-951c-c942b7b1ecc5-rimg-w983-h740-dc497aa8-gmir.jpg https://cdn-az.allevents.in/events10/banners/bada1bc0-6347-11f1-af60-057f3fab9e06-rimg-w983-h740-dcd6d1c3-gmir.jpg https://cdn-az.allevents.in/events10/banners/bb137b40-6347-11f1-951c-c942b7b1ecc5-rimg-w1200-h678-dcffffff-gmir.jpg https://cdn-az.allevents.in/events1/banners/bb516ea0-6347-11f1-951c-c942b7b1ecc5-rimg-w983-h740-dc91938d-gmir.jpg https://cdn-az.allevents.in/events4/banners/bb89bcb0-6347-11f1-af60-057f3fab9e06-rimg-w1200-h392-dcffffff-gmir.jpg https://cdn-az.allevents.in/events4/banners/bbb93120-6347-11f1-951c-c942b7b1ecc5-rimg-w1200-h697-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 LearningInfo: • 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/perth/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-perth/100001975589828358 - **Event Categories**: workshops, it - **Interested Audience**: - total_interested_count: 0 - **Event Highlights**: - Age Limit: 18+ - Duration: 8 hours - Location: Regus St Martins Tower - Languages: English ## Ticket Details - **Ticket Price Range**: min: 743.56, max: 953.22, currency: AUD ## Event venue details - **city**: Perth - **state**: WA - **country**: Australia - **location**: Regus St Martins Tower - **lat**: -31.955038 - **long**: 115.8594314 - **full address**: Regus St Martins Tower, PERTH, St Martins Tower Level 27, St Martins Centre 44 St Georges Terrace, Australia ## Event gallery - **Alt text**: Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth - **Image URL**: https://cdn-az.allevents.in/events6/banners/6dc33a8f285f5eb677e032da459568812452aefbd8a961c108e72203432d8503-rimg-w800-h602-dc2f2b31-gmir.jpg?v=1764745021 ## FAQs - **Q**: When and where is Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth being held? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth takes place on Tue, 16 Dec, 2025 at 09:00 am to Mon, 21 Dec, 2026 at 05:00 pm at Regus St Martins Tower, PERTH, St Martins Tower Level 27, St Martins Centre 44 St Georges Terrace, Australia. - **Q**: Is there an age restriction for Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth 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 Perth? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth is organized by MG Aussie. - **Q**: Who is this event for? Is it right for me? - **A:** Python ML & AI Bootcamp: 1 Day Practical Workshop in Perth 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 Perth, this event is thoughtfully curated to deliver a standout experience worth every moment. 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