"Thrilled to share updates on my latest project: a decision tree implementation! 🌳 Excited to dive into the details of how this powerful tool can streamline decision-making processes. Stay tuned for insights and progress updates! #DataScience #DecisionTree #MachineLearning" #project mushroom classification #highlights The file comprises mushroom features for classification into various categories. Each column represents an object, which has been encoded using label encoding. Utilizing this processed data, a decision tree has been constructed for classification purposes.
Fathima Misriya PS’ Post
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Join the movement towards insightful data storytelling with VIZZU. 📊 🎬 🚀 Discover our dot plot transitions, providing a clear, engaging, and insightful way to understand data distributions, making the analytical process an interactive narrative. 🔢 👀 Explore our ready-to-use examples and see how you can transform your data analysis 👉 https://lnkd.in/dHVzT92S #datascience #datastorytelling #datavisualization
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𝐉𝐮𝐬𝐭 𝐰𝐫𝐚𝐩𝐩𝐞𝐝 𝐮𝐩 𝐚𝐧 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐟𝐮𝐥 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐨𝐧 𝐓𝐢𝐦𝐞 𝐒𝐞𝐫𝐢𝐞𝐬 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐚𝐭 𝐀𝐈 𝐄𝐱𝐩𝐞𝐫𝐭 𝐂𝐚𝐫𝐞𝐞𝐫! 📈🚀 Gained valuable knowledge on: Traditional Time Series Forecasting Methods Hybrid and Ensemble Models Model Evaluation and Validation Techniques Real-world Case Studies and Applications Excited to apply these learnings to tackle complex time-series challenges. Looking forward to exploring the potential of time series analysis in driving data-driven decisions! #timeSeriesAnalysis #dataScience #AIExpertCareer #workshop #datascience #machinelearning #forecasting #datascientist #dataanalytics
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Data Science Enthusiast | Turning Innovation into Action | AI/ML | Computer Science and Engineering-Data Science
✨ Delighted to announce my completion of the 𝐑 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 course by the 𝐒𝐩𝐨𝐤𝐞𝐧 𝐓𝐮𝐭𝐨𝐫𝐢𝐚𝐥 𝐏𝐫𝐨𝐣𝐞𝐜𝐭, 𝐈𝐈𝐓 𝐁𝐨𝐦𝐛𝐚𝐲, scoring 75%. I've gained a profound understanding of data manipulation, analysis, and visualization techniques, empowering me to derive actionable insights from complex datasets. 🚀📊 #RProgramming #DataAnalysis #DataVisualization #SpokenTutorial #IITBombay
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BIM Engineer | Tekla Structures | Revit | Grasshopper | Parametric Modeling | Tekla API | Automation & Tool Development | Information Management Practitioner | BIM Coordinator
Quick question for the community! 🧐 I ran 'Kangaroo Solver' on a Data Tree with around 290 branches and 55,000 items, but it flattened the structure. To rebuild it, I had to graft the original tree, extract paths using 'Tree Statistics', and then piece it back together with 'Create Tree' and 'Trim Tree'. It worked, but it feels more like a workaround. Is there a smarter, more efficient approach out there for keeping the tree intact post-solver? 🚀💡 #Grasshopper3D #DataTree #ParametricDesign #ComputationalDesign #Rhino3D #ProblemSolving
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🍿 The sequel you've been waiting for: After DataHub's success, the founders are back with Metaphor, redefining data's future. Catch the story here:https://hubs.li/Q02kq7M50 #DataHubSequel #MetaphorLaunch 🚀
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The Sparks Foundation 🌳🚀 Just completed a project on Prediction Using Decision Tree Algorithm! 📊 Decision trees have been incredibly effective in breaking down complex decisions into simple, understandable rules. I’ve applied this algorithm to predict outcomes based on various features, resulting in clear and actionable insights. Check out how decision trees can simplify prediction tasks and enhance decision-making processes! 🌟🔍 code :"https://lnkd.in/guYM-arX" #DataScience #MachineLearning #DecisionTrees #PredictiveAnalytics #MLProjects #Task6
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📚 The Data Viz Bookshelf is back! In this last book review of 2023, I learned about a narrative technique called AND-BUT-THEREFORE, which helps us structure data stories. Here's my attempt to use it: AND: Kat Greenbrook is a data storytelling specialist from Aotearoa, New Zealand, and she wrote an amazing book called The Data Storyteller’s Handbook. BUT: Even though I know the book is awesome, others may not yet be aware of how great it is and might miss out on learning how to create awesome data stories! THEREFORE: I wrote a review on my blog to spread the word, share it on social media and try my best so that more people discover it and use this great resource (because everyone should; it’s that great!). 👉 Go read the full review on the blog! https://lnkd.in/gG6WPBds
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"Data remapping is the art of transforming chaos into clarity, turning raw information into a symphony of insights. With the canvas of a knowledge graph, complexity finds harmony, and understanding blossoms effortlessly." #DataRemapping #KnowledgeGraph #DataIntegration #DataVisualization #InsightGeneration #DataAnalytics #DataScience #InformationMapping #DataTransformation #KnowledgeDiscovery #LinkedData #LinkedinNetworking
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#webinar #dataobservability #dataengineering https://lnkd.in/g9PQ5BXn ⏰ Webinar Alert: 5/7/2024, 10 AM PT, Online Join us for an enlightening live demo and webinar that showcases the prowess of Konstellation's advanced solutions powered by our ML-driven prioritization algorithm. - Dive deep into how Konstellation revolutionizes data observability by prioritizing issues based on importance. - Witness firsthand how our algorithm generates a prioritized list of incidents, enabling you to focus on what truly matters: fixing critical issues efficiently. Don't miss this opportunity to explore the transformative capabilities of Konstellation and embark on a journey to optimize your operations. Register now and experience the difference of "Fixing What Matters." https://lnkd.in/g9PQ5BXn
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Join us tomorrow to learn about Data Observability and how Konstellation brings efficiency to your day-to-day! #data #dataobservability #dataengineering #dataquality #dataengineer
#webinar #dataobservability #dataengineering https://lnkd.in/g9PQ5BXn ⏰ Webinar Alert: 5/7/2024, 10 AM PT, Online Join us for an enlightening live demo and webinar that showcases the prowess of Konstellation's advanced solutions powered by our ML-driven prioritization algorithm. - Dive deep into how Konstellation revolutionizes data observability by prioritizing issues based on importance. - Witness firsthand how our algorithm generates a prioritized list of incidents, enabling you to focus on what truly matters: fixing critical issues efficiently. Don't miss this opportunity to explore the transformative capabilities of Konstellation and embark on a journey to optimize your operations. Register now and experience the difference of "Fixing What Matters." https://lnkd.in/g9PQ5BXn
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