# Event Details - **Event Name**: Python Essentials for Data Science: 1 Day Session in Cambridge - **Event Start and End Date**: Thu, 18 Dec, 2025 at 09:00 am – Thu, 18 Jun, 2026 at 05:00 pm (+00:00) - **Event Description**: Step up from Excel to Python—learn to import, analyze, and present data visually while automating repetitive tasks.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 Python for Data Analyst course helps you harness the power of Python for statistical analysis, reporting, and automation. Designed for analysts and business professionals, it introduces tools like Pandas for data manipulation, Matplotlib for visualization, and techniques for integrating with Excel or databases. This hands-on course transforms how you automate reporting, create dashboards, and derive business insights from data.Learning Objectives:By the end of this course, you will:Manipulate and analyze data efficiently using PandasVisualize key business metrics with MatplotlibApply statistical methods to find trends and patternsAutomate repetitive data tasks using Python scriptsIntegrate Python outputs into Excel and database environmentsBuild ready-to-execute analysis workflows for business useTarget Audience:Data analysts, business analysts, finance professionals, and researchers.Why is it the Right Fit for You?If you're involved in data-driven decision-making, this course empowers you to work smarter using Python. With a focus on real-world applications, we teach you practical skills — from transforming raw data to automating reports — that help optimize business processes. Our hands-on format ensures you learn by doing, while our industry expert trainers guide you through common challenges and scenarios encountered in business analytics. This course bridges the gap between Excel and advanced analytics tools, helping you elevate your skills and value as an analyst.©2025 Leadflake. This content is protected by copyright law. Copy or Reproduction without permission is prohibited.Do you want to equip your team with advanced data analytics skills?We offer in-house Python for Data Analyst training that can be customized to your business processes, data formats, and reporting needs. Curious how Python can streamline your team's workflows and insights? Let us build a tailor-made learning experience for your organization.📧 Contact us today to schedule a customized in-house session: info@leadflake.com https://cdn-az.allevents.in/events9/banners/d651f290-c547-11f0-a291-d96605d091d9-rimg-w735-h740-dca89277-gmir.jpg https://cdn-az.allevents.in/events6/banners/d6c2b5c0-c547-11f0-a291-d96605d091d9-rimg-w987-h740-dc786046-gmir.jpg https://cdn-az.allevents.in/events3/banners/d73b4120-c547-11f0-a291-d96605d091d9-rimg-w1200-h600-dc778c92-gmir.jpg https://cdn-az.allevents.in/events3/banners/d7b41aa0-c547-11f0-bcee-73cd11e437c9-rimg-w555-h740-dc8d7963-gmir.jpg AgendaModule 1: Introduction to Python for AnalyticsInfo: • Understanding Python in the analytics ecosystem • Setting up Jupyter Notebook or VS Code • Overview of key libraries for analysis • ActivityModule 2: Data Manipulation with PandasInfo: • Working with DataFrame and Series • Importing and exporting data from CSV, Excel, SQL • Filtering, sorting, and merging data • ActivityModule 3: Data Cleaning TechniquesInfo: • Handling missing values and duplicates • Text and date transformations • Data type conversions and standardization • ActivityModule 4: Data Visualization with MatplotlibInfo: • Creating line, bar, pie, and scatter plots • Customizing plot styles, labels, and legends • Comparing datasets visually • ActivityModule 5: Statistical Analysis in PythonInfo: • Descriptive statistics and summary functions • Correlation and distribution analysis • Using SciPy for hypothesis testing • Case StudyModule 6: Excel and Database IntegrationInfo: • Reading and writing Excel files • Connecting to SQL databases • Automating workflows with Python scripts • ActivityModule 7: Automating ReportsInfo: • Generating daily/weekly reports with code • Exporting visuals and data summaries • Emailing or saving outputs automatically • ActivityModule 8: Mini ProjectInfo: • Clean, analyze, and visualize a real dataset • Create a Python-based automated report • Present insights and code • Activity - **Event URL**: https://allevents.in/cambridge/python-essentials-for-data-science-1-day-session-in-cambridge/100001972404613294 - **Event Categories**: workshops - **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-essentials-for-data-science-1-day-session-in-cambridge-tickets-1972404613294 - **Ticket Price Range**: min: 517.49, max: 683.26, currency: GBP ## Event venue details - **city**: Cambridge - **state**: EN - **country**: United Kingdom - **location**: For more information on venue address, reach out to "info@leadflake.com" - **lat**: 52.19225429999999 - **long**: 0.1371794 - **full address**: For more information on venue address, reach out to "info@leadflake.com", Ph No: +1 469 666 9332, Cambridge, United Kingdom ## 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/events2/banners/c348db518ba0d5c4f44c2bec81d4cb59e15e2788c04357aaeacd98e45f31741f-rimg-w1200-h769-dc191813-gmir.jpg?v=1763557282 - **Alt text**: thumbnail - **Image URL**: https://cdn-az.allevents.in/events2/banners/f303dc4b259f131a4ff91ca5837b6d2d2bddb73daa23759defdbe86581925f24-rimg-w400-h400-dcc2ab95-gmir.jpg?v=1763557281 ## FAQs - **Q**: When is the event happening? - **A:** Thu, 18 Dec, 2025 at 09:00 am (+00:00) - **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, Cambridge, United Kingdom - **Q**: What is the ticket price? - **A:** starting from 517.49 up to 683.26 GBP - **Q**: Who is organizing the event? - **A:** LeadFlake - **Q**: What type of event is this? - **A:** workshops - **Q**: Where can I find ticket details about Python Essentials for Data Science: 1 Day Session in Cambridge ? - **A:** You can find ticket details about this event on AllEvents. ## Structured Data (JSON-LD) ```json [ { "@context": "https://schema.org", "@type": "Event", "name": "Python Essentials for Data Science: 1 Day Session in Cambridge", "image": "https://cdn-az.allevents.in/events2/banners/c348db518ba0d5c4f44c2bec81d4cb59e15e2788c04357aaeacd98e45f31741f-rimg-w1200-h769-dc191813-gmir.jpg?v=1763557282", "startDate": "2025-12-18T09:00:00+00:00", "endDate": "2026-06-18T17:00:00+00:00", "url": "https://allevents.in/cambridge/python-essentials-for-data-science-1-day-session-in-cambridge/100001972404613294", "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": "CB1 0AN", "addressLocality": "Cambridge", "addressRegion": "EN", "addressCountry": "GB" }, "geo": { "@type": "GeoCoordinates", "latitude": "52.19225429999999", "longitude": "0.1371794" } }, "eventAttendanceMode": "https://schema.org/OfflineEventAttendanceMode", "description": "Step up from Excel to Python—learn to import, analyze, and present data visually while automating repetitive tasks.", "offers": [ { "@type": "AggregateOffer", "availability": "https://schema.org/InStock", "priceCurrency": "GBP", "availabilityStarts": "2025-11-19", "availabilityEnds": "2026-06-18T17:00:00+00:00", "validFrom": "2025-11-19", "lowPrice": "517.49", "highPrice": "683.26", "price": "517.49", "url": "https://allevents.in/cambridge/python-essentials-for-data-science-1-day-session-in-cambridge/100001972404613294" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "GBP", "availabilityStarts": "2025-11-19", "availabilityEnds": "", "validFrom": "2025-11-19", "url": "https://allevents.in/cambridge/python-essentials-for-data-science-1-day-session-in-cambridge/100001972404613294", "price": "517.49", "name": "Group Registration Fee" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "GBP", "availabilityStarts": "2025-11-19", "availabilityEnds": "", "validFrom": "2025-11-19", "url": "https://allevents.in/cambridge/python-essentials-for-data-science-1-day-session-in-cambridge/100001972404613294", "price": "574.92", "name": "Early Bird Fee" }, { "@type": "Offer", "availability": "https://schema.org/InStock", "priceCurrency": "GBP", "availabilityStarts": "2025-11-19", "availabilityEnds": "", "validFrom": "2025-11-19", "url": "https://allevents.in/cambridge/python-essentials-for-data-science-1-day-session-in-cambridge/100001972404613294", "price": "683.26", "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. Our events include workshops, webinars, and certification courses across diverse domains like leadership, IT, communication, project management, and more. Join us to learn, grow, and stay ahead in your career." } ] } ] ```