Summary
Keywords
Full Transcript
🔥Artificial Intelligence Engineer (IBM) - https://www.simplilearn.com/ai-engineer-course?utm_campaign=_Wkx_447zBM&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥IITK - Professional Certificate Course in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=_Wkx_447zBM&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥️Michigan - Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professional-aiml-program?utm_campaign=_Wkx_447zBM&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥IITG - Professional Certificate Program in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=_Wkx_447zBM&utm_medium=DescriptionFirstFold&utm_source=Youtube ️🔥 Michigan - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=_Wkx_447zBM&utm_medium=DescriptionFirstFold&utm_source=Youtube This Machine Learning tutorial part-2 video will help you understand what is clustering, K-Means clustering, flowchart to understand K-Means clustering along with demo showing clustering of cars into brands, what is logistic regression, logistic regression curve, sigmoid function and a demo on how to classify a tumour as malignant or benign based on its features. Now, let us get started and understand K-Means clustering & logistic regression in detail. Machine Learning Tutorial Part - 2: https://www.youtube.com/watch?v=DWsJc1xnOZo Below topics are explained in this Machine Learning tutorial part-2 : 00:00 - 01:45 What is clustering 01:45 - 03:59 K-Means clustering 03:59 - 09:06 Flowchart to understand K-Means clustering 09:06 - 31:21 Demo - Clustering of cars based on brands 31:21 - 32:37 What is logistic regression? 32:37 - 34:05 Logistic regression curve & Sigmoid function 34:05 - 57:13 Demo - Classify a tumour as malignant or benign based on features Dataset Link - https://drive.google.com/drive/folders/1pYnBgwpMTAQBBOf7cNZIlzMUzNWtiD6y Subscribe to our channel for more Machine Learning Tutorials: https://www.youtube.com/user/Simplilearn?sub_confirmation=1 Download the Machine Learning Career Guide to explore and step into the exciting world of Machine Learning, and follow the path towards your dream career- https://www.simplilearn.com/machine-learning-career-guide-pdf?utm_campaign=Machine-Learning-Tutorial-_Wkx_447zBM&utm_medium=Tutorials&utm_source=youtube You can also go through the Slides here: https://goo.gl/8jXwo6 Watch more videos on Machine Learning: https://www.youtube.com/watch?v=7JhjINPwfYQ&list=PLEiEAq2VkUULYYgj13YHUWmRePqiu8Ddy #MachineLearningAlgorithms #Datasciencecourse #DataScience #SimplilearnMachineLearning #MachineLearningCourse #Simplilearn What is Machine Learning? Machine learning is a sub-area of artificial intelligence that enables computers to get into a mode of self-learning without being explicitly programmed. When exposed to new data, these computer programs learn, grow, change, and develop by themselves. There are different types of machine learning - supervised, unsupervised and reinforcement learning. ➡️ About Artificial Intelligence Engineer This Artificial Intelligence Engineer course Created in partnership with IBM, this course introduces students to blended learning and prepares them to be AI and Data Science specialists. In Armonk, New York, IBM is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions. IBM is a leader in AI and Machine Learning technology verticals for 2021. This AI masters course will prepare students for Artificial Intelligence and Data Analytics careers. ✅ Key Features - Add the IBM Advantage to your Learning - 25 Industry-relevant Projects and Integrated labs - Immersive Learning Experience - Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Tools Covered - ChatGPT - Flask - Matplotlib - django - Python - Numpy - Pandas - SciPy - Keras - OpenCV - And Many More… 👉Learn more at: https://www.simplilearn.com/big-data-and-analytics/machine-learning-certification-training-course?utm_campaign=Machine-Learning-Tutorial-_Wkx_447zBM&utm_medium=Tutorials&utm_source=youtube
