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Practical AI and Machine Learning Projects in Python

Practical AI and Machine Learning Projects in Python

Udemy · English

About this course

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English
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Provider
Udemy
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Want to learn Machine Learning and AI by actually building projects instead of spending hours watching theory-heavy lectures? This course is designed for developers, students, and beginners who want to learn practical Artificial Intelligence and Machine Learning using Python through real-world projects. Instead of focusing only on mathematics and theory, this course takes a hands-on approach where you will build complete machine learning and deep learning applications step by step. You will learn how modern AI systems work while building projects related to: Car Price PredictionLung Cancer ClassificationCustomer SegmentationImage ClassificationNatural Language Processing (NLP)Object Detection Using YOLOThe course starts with the fundamentals of machine learning and gradually moves into deep learning, computer vision, pretrained neural networks, and natural language processing. You will also learn how to preprocess datasets, create machine learning pipelines, evaluate models, and save trained models for future use. What You’ll LearnBuild machine learning models using PythonTrain regression and classification modelsUnderstand clustering using K MeansCreate preprocessing pipelines using Scikit LearnTrain deep learning models using TensorFlow and KerasUse pretrained models like ResNet50Build NLP sentiment analysis projectsPerform image and video object detection using YOLOWork with real-world datasetsEvaluate and improve model performanceSave and reuse trained machine learning modelsProjects IncludedCar Price Prediction SystemLung Cancer Classification ModelCustomer Segmentation Using K Mean…

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