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Less code more analysis | Python data analysis case study | Python data analysis made easy #machinelearning #datascience #dataanalysis Hello , My name is Aman and I am a Data Scientist. All amazing data science courses at most affordable price here: https://www.unfolddatascience.com Topics for this video: Less code more analysis Python data analysis case study Python data analysis made easy Python data analysis in tamil Python data analysis jobs About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well. 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 Ctaegory 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 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 Follow on twitter : @unfoldds Follow on Instagram : unfold_data_science Watch 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 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 langugae Processing playlist: https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb Understanding and building recommendation system: https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq Access all my codes here: https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M Have a different question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit My Music: https://www.bensound.com/royalty-free-music