Supervised and Unsupervised Learning|Regression and Classification|Clustering |Association| PCA

Linkedin: ttps://www.linkedin.com/in/latha-t-k-b21018128/ Github link: https://github.com/Premalatha-success 🚀 Welcome to Datasciencemonster! 🚀 In this video, we break down two fundamental concepts in machine learning: Supervised Learning and Unsupervised Learning. We’ll explain each concept with easy-to-understand, real-world examples: #DataScience #MachineLearning #AI #SupervisedLearning #UnsupervisedLearning #PredictiveModeling #DataScienceTutorial #BeginnerFriendly #Datasciencemonster #TechExplained #LearnWithMe #SubscribeNow By including a clear and engaging title, a detailed description with a call to action, and relevant hashtags, you can increase the chances of your video being discovered by a wider audience on YouTube and LinkedIn. Roadmap for Data Science: https://www.youtube.com/watch?v=ZiuzliJdCsQ&ab_channel=DatascienceMonster Introduction to Artificial Intelligence-Webinar: https://www.youtube.com/watch?v=USxCUXUzONU&t=1165s&ab_channel=DatascienceMonster ML Lifecycle: https://youtu.be/rvqZVQgs5-w Python: First Program: https://youtu.be/coH_3h3kSe8 How to add files to Github: https://youtu.be/4nKlMmJtgKg Variables in Python: https://youtu.be/uVzacoAGhPs Data types in Python: https://youtu.be/jwse5aWQgz0 Type casting: https://youtu.be/sH8eiYlflZ0 Simple Project-BMI Calculator: https://youtu.be/pmm_GXJmryU Machine Learning Libraries: Numpy: https://youtu.be/aC06UxmZBGw Pandas Part 1: https://youtu.be/W_Vqo3B5hLY Pandas Part 2: https://youtu.be/jLd_fl6jAUY Plotly: https://www.youtube.com/watch?v=GUcm_5bTBNs&ab_channel=DatascienceMonster Data Visualization: https://www.youtube.com/watch?v=H4NTSBzTMGQ&t=92s&ab_channel=DatascienceMonster Statistics and Probability: Descriptive and Inferential Statistics: https://youtu.be/X8NP9vw6XXI Measures of Central Tendency: https://youtu.be/SOs8UBOwzT4 Measures of Dispersion: https://youtu.be/OfYZV-lygqM Covariance and Correlation: https://youtu.be/OfYZV-lygqM Introduction to Probability: https://youtu.be/pzjGCQy04jE Events and Type of Events: https://youtu.be/8yvfbCzMiks Conditional and Marginal Probability: https://youtu.be/jWALt3uWq7U Baye’s Theorem: https://youtu.be/oxGyN0Tv80w Expectation and Variance: https://youtu.be/MN1hs-yfNIw