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Data Version Control using DVC | DVC in MLOPS | MLOps Basics in Machine Learning

Unfold Data Science 868 4 months ago
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Data Version Control using DVC | DVC in MLOPS | MLOps Basics in machine learning #mlops #ai #machinelearning Hello, My name is Aman and I am a Data Scientist. All amazing data science courses at the most affordable price here: https://www.unfolddatascience.com Follow on X(Twitter): unfolds Follow on Instagram: unfold_data_science Topics for the video: Data Versioning with DVC DVC in MLOPS MLOps Basics in machine learning MLops interview question MLops full course MLops engineer MLops project MLops tutorial MLops explained MLops for devops MLops for genai MLops tutorial for beginners MLops for data scientist MLops in production Watch the Advance NLP and Generative AI playlist here: https://www.youtube.com/watch?v=As3TT3xlddU&list=PLmPJQXJiMoUW7pge9N-J5NQuPcwhzFTfY&pp=gAQB Watch AWS for the data science playlist here: https://www.youtube.com/watch?v=0SYV7o_fd50&list=PLmPJQXJiMoUWFW2JxRSAfhcsQ0Cr9qbv-&pp=gAQB Watch Data Science Mock Interviews here: https://www.youtube.com/watch?v=pHwUllYAXqk&list=PLmPJQXJiMoUURuxLJoroTyBf9zxvgHDvk&pp=gAQB Watch the Interview Question Series here: https://www.youtube.com/watch?v=pufyEgNOT0s&list=PLmPJQXJiMoUU3h2LaP6pi9-U9vC3iZeU4&pp=gAQB About Unfold Data science: This channel is dedicated to demystifying the fundamentals of data science through straightforward examples and accessible explanations. It is designed for individuals without prior knowledge of computer programming, statistics, machine learning, or artificial intelligence. Our content aims to provide a high-level understanding of data science concepts that can be easily comprehended by viewers from diverse backgrounds. The videos will focus on simplicity and clarity, ensuring that the material is approachable and engaging for everyone Book recommendation for Data Science: Category 1 - Must Read For Every Data Scientist: The Elements of Statistical Learning by Trevor Hastie - https://amzn.to/37wMo9H Python Data Science Handbook - https://amzn.to/31UCScm Business Statistics By Ken Black - https://amzn.to/2LObAA5 Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - https://amzn.to/3gV8sO9 Category 2 - Overall Data Science: The Art of Data Science By Roger D. Peng - https://amzn.to/2KD75aD Predictive Analytics By By Eric Siegel - https://amzn.to/3nsQftV Data Science for Business By Foster Provost - https://amzn.to/3ajN8QZ Category 3 - Statistics and Mathematics: Naked Statistics By Charles Wheelan - https://amzn.to/3gXLdmp Practical Statistics for Data Scientist By Peter Bruce - https://amzn.to/37wL9Y5 Category 4 - Machine Learning: Introduction to machine learning by Andreas C Muller - https://amzn.to/3oZ3X7T The Hundred Page Machine Learning Book by Andriy Burkov - https://amzn.to/3pdqCxJ Category 5 - Programming: The Pragmatic Programmer by David Thomas - https://amzn.to/2WqWXVj Clean Code by Robert C. Martin - https://amzn.to/3oYOdlt My Studio Setup: My Camera: https://amzn.to/3mwXI9I My Mic: https://amzn.to/34phfD0 My Tripod: https://amzn.to/3r4HeJA My Ring Light: https://amzn.to/3gZz00F Join the Facebook group : https://www.facebook.com/groups/410222213093826/?ref=bookmarks Follow on medium: https://medium.com/@amanrai77 Follow on quora: https://www.quora.com/profile/Aman-Kumar-601 Watch the Introduction to Data Science full playlist here: https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe Watch python for data science playlist here: https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC Watch the statistics and mathematics playlist here : https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX Watch End to End Implementation of a simple machine-learning model in Python here: https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB Learn Ensemble Model, Bagging, and Boosting here: https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb Build Career in Data Science Playlist: https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL Artificial Neural Network and Deep Learning Playlist: https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV Natural language Processing playlist: https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb Understanding and building a recommendation system: https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq Access all my codes here: https://github.com/UnfoldDataScience/YouTube-Videos-files My Music: https://www.bensound.com/royalty-free-music

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