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Data Mining & Machine Learning

Data Mining & Machine Learning If you would like a copy of the PDF file explaining the content covered in this video, please sign up for ValuePulse (a weekly digest that provides educational content, curated updates, frameworks, and actionable ideas designed to inform decisions, highlight emerging opportunities, and deliver long-term value): https://valuechord.com/valuepulse/ (Please specify the topic for which you need to content when you sign up). 0:00 Motivating the topic 8:48 Tools & Techniques 10:22 Some definitions 11:35 Successful Implementations 15:33 Failed Attempts 18:03 Data Mining 19:38 Types of Analytics 21:29 Relationship between Data Mining & Machine Learning 22:18 Types of Learning ------------------------------------------------------------------------------------------------------------------------------ My gear for shooting this video: 💻 Macbook Pro Laptop: https://amzn.to/4kx9n73 🖥️ Acer Monitor: https://amzn.to/4dpZrd0 Recommended books for learning more about Multiple Linear Regression, Data Mining & Deep Learning: Géron, A. (2022). Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow. " O'Reilly Media, Inc.". https://amzn.to/3ZxF2wX Goodfellow, I., Bengio, Y. & Courville, A. (2017). Deep Learning (Adaptive Computation and Machine Learning Series). Cambridge, MA, USA: MIT press. https://amzn.to/4k49AP9 Han, J., Pei, J., & Tong, H. (2022). Data mining: concepts and techniques. Morgan Kaufmann. https://amzn.to/4jjoy2P Kazil, J., & Jarmul, K. (2016). Data wrangling with python: tips and tools to make your life easier. "O'Reilly Media, Inc.". https://amzn.to/3SNp5Pr Shmueli, G., Bruce, P. C., Yahav, I., Patel, N. R., & Lichtendahl Jr, K. C. (2017). Data mining for business analytics: concepts, techniques, and applications in Python. John Wiley & Sons. https://amzn.to/3SP8YAW Let’s connect online: 📩 ValuePulse - The weekly digest: https://valuechord.com/valuepulse/ 🐦 Twitter 1: /dr_nair (Personal) 🐦 Twitter 2: /valuechord (Company) 👨🏻‍💻 LinkedIn 1: /dranandnair (Personal) 👨🏻‍💻 LinkedIn 2: /valuechord (Company) 🖋 Blog: https://www.anandnair.com/