Anand Dubey on LinkedIn: I'm excited to share another project I worked on as a ML Intern at Prodigy… (2024)

As a ML Intern at Prodigy Infotech, I implemented a support vector machine (SVM) to classify images of cats and dogs from the Kaggle dataset.This was a really interesting project that allowed me to apply my machine learning skills to a real-world image classification problem. I started by preprocessing the image data, including resizing, normalizing, and splitting the dataset into training and testing sets.Next, I trained an SVM model using the scikit-learn library. I experimented with different kernel functions and hyperparameter settings to optimize the model's performance. In the end, I was able to achieve an accuracy of 92% on the test set.This project gave me valuable experience working with image data, implementing SVM, and optimizing machine learning models. I'm excited to continue expanding my skills in computer vision and deep learning.

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Thrilled to showcase another exciting project from my Machine Learning internship at Prodigy InfoTech! 🖐️💻Project Highlight: Hand Gesture Recognition Model🎯 Goal: Accurately identify and classify hand gestures from image/video data 🚀 Application: Enable intuitive human-computer interaction and gesture-based control systemsKey project components:Data collection: Gathered diverse hand gesture images/videosPreprocessing: Enhanced data quality for model trainingModel architecture: Designed and implemented a deep learning model (likely CNN or LSTM)Training and optimization: Fine-tuned model for high accuracyReal-time processing: Developed system for live gesture recognitionUser interface: Created demo showcasing gesture-based controlsThis project pushed my skills in computer vision and deep learning, while also exploring the fascinating realm of human-computer interaction.Excited about the potential applications in areas like:Accessibility technologyVirtual/augmented realitySmart home controlsSign language interpretationGrateful for the opportunity to work on cutting-edge ML projects at Prodigy Infotech. Looking forward to seeing how technologies like this shape our future interactions with computers!#MachineLearning #ComputerVision #DeepLearning #HCI #GestureRecognition #ProdigyInfotech

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Excited to share another project from my Machine Learning internship at Prodigy InfoTech! 📊Project Spotlight: Customer Segmentation using K-means Clustering🎯 Objective: Group retail store customers based on purchase history 🛠️ Tool: K-means clustering algorithm 💡 Purpose: Identify distinct customer segments for targeted marketingKey aspects of the project:Data preparation: Cleaned and normalized purchase history dataFeature selection: Identified key attributes for clusteringAlgorithm implementation: Developed and fine-tuned K-means modelCluster analysis: Interpreted results to derive actionable insightsVisualization: Created visual representations of customer segmentsThis project deepened my understanding of unsupervised learning techniques and their real-world applications in retail and marketing.Grateful for the opportunity to work on diverse ML projects at Prodigy Infotech, enhancing both my technical skills and business acumen.#MachineLearning #DataScience #CustomerSegmentation #RetailAnalytics #ProdigyInfotech

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Just wrapped up my Machine Learning internship at Prodigy InfoTech! 🎉Excited to share a key project I worked on:📊 Implemented a linear regression model to predict house prices 🏠 Factors: Square footage, number of bedrooms and bathrooms 🔍 Goal: Accurate price estimation based on key featuresThis project allowed me to apply real-world ML techniques to a common challenge in the real estate market. I gained valuable experience in:Data preprocessing and analysisFeature selection and engineeringModel training and evaluationInterpreting results for practical applicationsGrateful for the opportunity to learn and grow at Prodigy Infotech. Looking forward to applying these skills in future projects!#MachineLearning #DataScience #Internship #RealEstate #ProdigyInfotech

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I’m excited to announce that I’ve received a Letter of Recommendation from SkillCraft Technology for my recent Data Science internship! 🎉 This recognition is incredibly meaningful to me and reflects the hard work and dedication I’ve put into my projects and learning experiences over the past month.A heartfelt thank you to the team at Skillcraft for their mentorship and support. I’m truly grateful for the opportunity to have worked alongside such talented professionals and for the invaluable feedback that helped me grow.Looking forward to leveraging these experiences in my future career endeavors and continuing to learn and contribute in the field of Data Science.#DataScience #Internship #LetterOfRecommendation #SkillcraftTechnology #ProfessionalGrowth

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I’m thrilled to share that I have completed my Data Science internship at SkillCraft Technology! 🚀 Over the past month, I worked on some fascinating projects, including analyzing traffic accident data and building a decision tree classifier to predict customer purchases.A huge thank you to the amazing team at Skillcraft for their guidance and support throughout this journey. I’m also grateful for the Certificate that I received today, which is a testament to the incredible learning experience I had.Looking forward to applying these skills and insights in my future endeavors. Here’s to continued growth and new opportunities!#DataScience #Internship #SkillcraftTechnology #Grateful #LearningJourney

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I’m happy to share that I’m starting a new position as Data Analyst Intern at Zidio Development!

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I am thrilled to announce that I have accepted an internship opportunity at Zidio Development as a Data Science & Analytics intern, starting from July 27, 2024, to October 27, 2024!I am eager to contribute to Zidio's innovative projects in data science and analytics, and I look forward to gaining valuable experience in this dynamic field.A big thank you to everyone who has supported me on this journey. I am excited about this next chapter in my career!#Internship #DataScience #Analytics #CareerGrowth #ZidioDevelopment

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I'm thrilled to share the details of a fascinating project I worked on during my internship at SkillCraft Technology. As part of my role as a Data Science Intern, I delved into traffic accident data to uncover crucial insights.📊 Project Highlights(Task 4):Analyzed traffic accident data to identify patterns related to road conditions, weather, and time of day.Visualized accident hotspots and contributing factors to provide actionable insights.Identified key trends that can help improve road safety and reduce accident rates.This project not only enhanced my data analysis skills but also underscored the importance of data-driven decisions in improving public safety.A big thank you to the SkillCraft Technologies team for this incredible opportunity and support throughout the project!#DataScience #Internship #TrafficSafety #DataAnalysis #MachineLearning #SkillCraftTechnology #RoadSafety

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