# Event Details - **Event Name**: Python ML & AI Bootcamp: 1 Day Practical Workshop in Katowice - **Event Start and End Date**: Thu, 18 Dec, 2025 at 09:00 am – Tue, 30 Jun, 2026 at 05:00 pm (+05:30) - **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 save1. 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 (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 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: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 Audience:Data 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 Leadflake. 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 session: info@leadflake.com https://cdn-az.allevents.in/events8/banners/ec3313a0-c5dd-11f0-9e15-47c88bfad348-rimg-w735-h740-dca89277-gmir.jpg https://cdn-az.allevents.in/events9/banners/ec6c2500-c5dd-11f0-b683-f52dcddcb876-rimg-w987-h740-dc786046-gmir.jpg https://cdn-az.allevents.in/events7/banners/ecc76460-c5dd-11f0-a796-85543d726026-rimg-w1200-h600-dc778c92-gmir.jpg https://cdn-az.allevents.in/events10/banners/ecfa3430-c5dd-11f0-9e15-47c88bfad348-rimg-w555-h740-dc8d7963-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/tychy/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-katowice/100001968964130718 - **Event Categories**: workshops, it - **Interested Audience**: - total_interested_count: 0 ## Ticket Details - **Ticket URL**: https://consumer.pxf.io/c/1339408/3151484/39691?partnerpropertyid=1191892&MediaPartnerPropertyId=1191892&svlink=14105511&level=1&u=https%3A%2F%2Fwww.eventbrite.com%2Fe%2Fpython-ml-ai-bootcamp-1-day-practical-workshop-in-katowice-tickets-1968964130718 - **Ticket Price Range**: min: 2604.86, max: 3460.38, currency: PLN ## Event venue details - **city**: Tychy - **state**: SL - **country**: Poland - **location**: For more information on venue address, reach out to "info@leadflake.com" - **lat**: 50.0139157 - **long**: 18.9565481 - **full address**: For more information on venue address, reach out to "info@leadflake.com", Ph No: +1 469 666 9332, Tychy, Poland ## Event Organizer details - **affiliate_id**: 10 - **organizer**: LeadFlake (https://allevents.in/org/leadflake/25865308) ## Event gallery - **Alt text**: banner - **Image URL**: https://cdn-az.allevents.in/events6/banners/fe10060ababbcd48b9420b6a974976e568d68488985b4d2389c4415e9041d55d-rimg-w1200-h769-dc191813-gmir.jpg?v=1763621745 - **Alt text**: thumbnail - **Image URL**: https://cdn-az.allevents.in/events6/banners/6fab94eaf7bde3d3af74e5a64f1b9d5202f465b71bd42c09566e2136bcbdab5c-rimg-w400-h400-dcc2ab95-gmir.jpg?v=1763621744 ## FAQs - **Q**: When is the event happening? - **A:** Thu, 18 Dec, 2025 at 09:00 am (+05:30) - **Q**: Where is the event happening? - **A:** For more information on venue address, reach out to "info@leadflake.com", Ph No: +1 469 666 9332, Tychy, Poland - **Q**: What is the ticket price? - **A:** starting from 2604.86 up to 3460.38 PLN - **Q**: Who is organizing the event? - **A:** LeadFlake - **Q**: What type of event is this? - **A:** workshops, it - **Q**: Where can I find ticket details about Python ML & AI Bootcamp: 1 Day Practical Workshop in Katowice ? - **A:** You can find ticket details about this event on AllEvents. ## Structured Data (JSON-LD) ```json [ { "@context": "https://schema.org", "@type": "Event", "name": "Python ML & AI Bootcamp: 1 Day Practical Workshop in Katowice", "image": "https://cdn-az.allevents.in/events6/banners/fe10060ababbcd48b9420b6a974976e568d68488985b4d2389c4415e9041d55d-rimg-w1200-h769-dc191813-gmir.jpg?v=1763621745", "startDate": "2025-12-18T09:00:00+05:30", "endDate": "2026-06-30T17:00:00+05:30", "url": "https://allevents.in/tychy/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-katowice/100001968964130718", "eventStatus": "https://schema.org/EventScheduled", "location": { "@type": "Place", "name": "For more information on venue address, reach out to \"info@leadflake.com\"", "address": { "@type": "PostalAddress", "streetAddress": "Ph No: +1 469 666 9332", "postalCode": "40-000", "addressLocality": "Tychy", "addressRegion": "SL", "addressCountry": "PL" }, "geo": { "@type": "GeoCoordinates", "latitude": "50.0139157", "longitude": "18.9565481" } }, "eventAttendanceMode": "https://schema.org/OfflineEventAttendanceMode", "description": "Dive into ML and AI using Python—master supervised and unsupervised learning, model evaluation, and neural network basics in one day.", "offers": [ { "@type": "AggregateOffer", "availability": "https://schema.org/InStock", "priceCurrency": "PLN", "availabilityStarts": "2025-11-20", "availabilityEnds": "2026-06-30T17:00:00+05:30", "validFrom": "2025-11-20", "lowPrice": "2604.86", "highPrice": "3460.38", "price": "2604.86", "url": "https://allevents.in/tychy/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-katowice/100001968964130718" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "PLN", "availabilityStarts": "2025-11-20", "availabilityEnds": "", "validFrom": "2025-11-20", "url": "https://allevents.in/tychy/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-katowice/100001968964130718", "price": "2604.86", "name": "Group Registration Fee" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "PLN", "availabilityStarts": "2025-11-20", "availabilityEnds": "", "validFrom": "2025-11-20", "url": "https://allevents.in/tychy/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-katowice/100001968964130718", "price": "2893.47", "name": "Early Bird Fee" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "PLN", "availabilityStarts": "2025-11-20", "availabilityEnds": "", "validFrom": "2025-11-20", "url": "https://allevents.in/tychy/python-ml-and-ai-bootcamp-1-day-practical-workshop-in-katowice/100001968964130718", "price": "3460.38", "name": "Standard Fee" } ], "organizer": [ { "@type": "Organization", "name": "LeadFlake", "url": "https://allevents.in/org/leadflake/25865308", "description": "Leadflake delivers expert-led training programs designed to boost professional skills and organizational performance. 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