List of Professional Courses: https://aiquest.org
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This crash course covers all the essential calculus concepts you need for Data Science, Machine Learning, and AI — explained, visually, and in record time. Whether you’re a complete beginner or need a quick refresher, this course will help you grasp calculus fundamentals.
Timestamps:
00:00:01 - Basic Calculus for Machine Learning
00:11:03 - Partial Derivatives
00:19:15 - Product Rule
00:29:34 - Quotient Rule
00:44:22 - Mixed Partial Derivatives
00:59:56 - Integral Calculus for Machine Learning
01:16:02 - Machine Learning Roadmap
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==========YouTube Playlists==========
Others Playlist:
60 Days of Python: https://www.youtube.com/playlist?list=PLKdU0fuY4OFf7qj4eoBtvALAB_Ml2rN0V
Statistics & Data Analysis with Python: https://www.youtube.com/playlist?list=PLKdU0fuY4OFeZCSF6aax3Uvwl6nWLIdSs
5 Minutes to Pandas Full Course: https://youtube.com/playlist?list=PLKdU0fuY4OFdsmcM817qp1L3ngU5amkak
A-Z Linear Algebra & Calculus: https://www.youtube.com/playlist?list=PLKdU0fuY4OFct6HdBIszzy-jZlicLlkIw
A-Z Statistics for Data Science, ML & AI: https://www.youtube.com/playlist?list=PLKdU0fuY4OFdom1IbG2HDJdZtga5PFjOO
Complete Applied Statistics for Data Scientists with R: https://www.youtube.com/playlist?list=PLKdU0fuY4OFdcvSMgwilt99n81IhhaHSX
Python & Machine Learning & Data Science Full Playlist: https://www.youtube.com/playlist?list=PLKdU0fuY4OFcot0zyVbM1-zKf_eCUK4zQ
Complete Deep Learning Playlist: https://www.youtube.com/playlist?list=PLKdU0fuY4OFdFUCFcUp-7VD4bLXr50hgb
Generative AI & LLMs: https://www.youtube.com/playlist?list=PLKdU0fuY4OFeORaFJlz7D4XHzMupso9a9
Python Flask with Machine Learning Deployment: https://www.youtube.com/playlist?list=PLKdU0fuY4OFdPhZ4k_hu7Rv3sjyi3IPtu
Complete GitHub Course: https://www.youtube.com/playlist?list=PLKdU0fuY4OFcK__Q5tjqZY5mSx_u7ghUx
Python Django for Web Development: https://www.youtube.com/playlist?list=PLKdU0fuY4OFfo3VgywUFoAUY7Udi3_6V6
A-Z FastAPI Framework in Python: https://www.youtube.com/playlist?list=PLKdU0fuY4OFeNGB1m9pbvPukND6NhjK4L
Django Rest API: https://www.youtube.com/playlist?list=PLKdU0fuY4OFfqVYY6LucrKRvvbVJME7Vf
MongoDB NoSQL Database: https://www.youtube.com/watch?v=nuJ6qoBcZaw&list=PLKdU0fuY4OFe5tIAh3FB8avnQBD5FFXvE
SQL For Data Science: https://www.youtube.com/playlist?list=PLKdU0fuY4OFduhpa23Wy5fRv6SGxp2ho0
Learn Deep Learning & Artificial Intelligence Maths: https://www.youtube.com/playlist?list=PLKdU0fuY4OFdFUCFcUp-7VD4bLXr50hgb
Learn Machine Learning & Artificial Intelligence Full Course: https://www.youtube.com/playlist?list=PLKdU0fuY4OFfWY36nDJDlI26jXwInSm8f